ium/IUM_08.MLFlow.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Inżynieria uczenia maszynowego\n",
    "### 24 kwietnia 2024\n",
    "# 8. MLFlow"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    " ## MLflow\n",
    " </br><img style=\"width: 50%;\" src=\"img/expcontrol/mlflow-logo-d.png\"/>\n",
    "\n",
    "  - https://mlflow.org/\n",
    "  - Narzędzie podobne do omawianego na poprzednich zajęciach Sacred\n",
    "  - Nieco inne podejście: mniej ingerencji w istniejący kod\n",
    "  - Bardziej kompleksowe rozwiązanie: 4 komponenty, pierwszy z nich ma funkcjonalność podobną do Sacred\n",
    "  - Działa \"z każdym\" językiem. A tak naprawdę: Python, R, Java + CLI API + REST API\n",
    "  - Popularna wśród pracodawców - wyniki wyszukiwania ofert pracy: 20 ofert (https://pl.indeed.com/), 36 ofert (linkedin). Sacred: 0\n",
    "  - Integracja z licznymi bibliotekami / chmurami\n",
    "  - Rozwiązanie OpenSource, stworzone przez firmę Databricks\n",
    "  - Dostępne różne wydania / opcje instalacji:\n",
    "    - płatne:\n",
    "      - Databricks Customers\n",
    "    - bezpłatne:\n",
    "      - Databricks Community Edition\n",
    "      - Self-managed MLflow\n",
    "      - Local Tracking Server\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Komponenty\n",
    "\n",
    "MLflow składa się z czterech niezależnych komponentów:\n",
    " - **MLflow Tracking** - pozwala śledzić zmiany parametrów, kodu, środowiska i ich wpływ na metryki. Jest to funkcjonalność bardzo zbliżona do tej, którą zapewnia Sacred\n",
    " - **MLflow Projects** - umożliwia \"pakowanie\" kodu ekserymentów w taki sposób, żeby mogłby być w łatwy sposób zreprodukowane przez innych\n",
    " - **MLflow Models** - ułatwia \"pakowanie\" modeli uczenia maszynowego\n",
    " - **MLflow Registry** - zapewnia centralne miejsce do przechowywania i współdzielenia modeli. Zapewnia narzędzia do wersjonowania i śledzenia pochodzenia tych modeli.\n",
    " \n",
    "Komponenty te mogą być używane razem bądź oddzielnie."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## MLflow Tracking - przykład\n",
    "(Poniższe przykłady kodu trenującego pochodzą z tutoriala MLflow)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [],
   "source": [
    "%%capture null\n",
    "!pip install mlflow\n",
    "!pip install sklearn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "!mkdir -p IUM_08/examples/sklearn_elasticnet_wine/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Overwriting IUM_08/examples/sklearn_elasticnet_wine/train.py\n"
     ]
    }
   ],
   "source": [
    "%%writefile IUM_08/examples/sklearn_elasticnet_wine/train.py\n",
    "# The data set used in this example is from http://archive.ics.uci.edu/ml/datasets/Wine+Quality\n",
    "# P. Cortez, A. Cerdeira, F. Almeida, T. Matos and J. Reis.\n",
    "# Modeling wine preferences by data mining from physicochemical properties. In Decision Support Systems, Elsevier, 47(4):547-553, 2009.\n",
    "\n",
    "import os\n",
    "import warnings\n",
    "import sys\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.linear_model import ElasticNet\n",
    "from urllib.parse import urlparse\n",
    "import mlflow\n",
    "import mlflow.sklearn\n",
    "\n",
    "import logging\n",
    "\n",
    "logging.basicConfig(level=logging.WARN)\n",
    "logger = logging.getLogger(__name__)\n",
    "\n",
    "mlflow.set_tracking_uri(\"http://localhost:5000\")\n",
    "mlflow.set_experiment(\"s123456\")\n",
    "\n",
    "def eval_metrics(actual, pred):\n",
    "    rmse = np.sqrt(mean_squared_error(actual, pred))\n",
    "    mae = mean_absolute_error(actual, pred)\n",
    "    r2 = r2_score(actual, pred)\n",
    "    return rmse, mae, r2\n",
    "\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    warnings.filterwarnings(\"ignore\")\n",
    "    np.random.seed(40)\n",
    "\n",
    "    # Read the wine-quality csv file from the URL\n",
    "    csv_url = (\n",
    "        \"http://archive.ics.uci.edu/ml/machine-learning-databases/wine-quality/winequality-red.csv\"\n",
    "    )\n",
    "    try:\n",
    "        data = pd.read_csv(csv_url, sep=\";\")\n",
    "    except Exception as e:\n",
    "        logger.exception(\n",
    "            \"Unable to download training & test CSV, check your internet connection. Error: %s\", e\n",
    "        )\n",
    "\n",
    "    # Split the data into training and test sets. (0.75, 0.25) split.\n",
    "    train, test = train_test_split(data)\n",
    "\n",
    "    # The predicted column is \"quality\" which is a scalar from [3, 9]\n",
    "    train_x = train.drop([\"quality\"], axis=1)\n",
    "    test_x = test.drop([\"quality\"], axis=1)\n",
    "    train_y = train[[\"quality\"]]\n",
    "    test_y = test[[\"quality\"]]\n",
    "\n",
    "    \n",
    "    alpha = float(sys.argv[1]) if len(sys.argv) > 1 else 0.5\n",
    "    #alpha = 0.5\n",
    "    l1_ratio = float(sys.argv[2]) if len(sys.argv) > 2 else 0.5\n",
    "    #l1_ratio = 0.5\n",
    "\n",
    "    with mlflow.start_run() as run:\n",
    "        print(\"MLflow run experiment_id: {0}\".format(run.info.experiment_id))\n",
    "        print(\"MLflow run artifact_uri: {0}\".format(run.info.artifact_uri))\n",
    "\n",
    "        lr = ElasticNet(alpha=alpha, l1_ratio=l1_ratio, random_state=42)\n",
    "        lr.fit(train_x, train_y)\n",
    "\n",
    "        predicted_qualities = lr.predict(test_x)\n",
    "\n",
    "        (rmse, mae, r2) = eval_metrics(test_y, predicted_qualities)\n",
    "\n",
    "        print(\"Elasticnet model (alpha=%f, l1_ratio=%f):\" % (alpha, l1_ratio))\n",
    "        print(\"  RMSE: %s\" % rmse)\n",
    "        print(\"  MAE: %s\" % mae)\n",
    "        print(\"  R2: %s\" % r2)\n",
    "\n",
    "        mlflow.log_param(\"alpha\", alpha)\n",
    "        mlflow.log_param(\"l1_ratio\", l1_ratio)\n",
    "        mlflow.log_metric(\"rmse\", rmse)\n",
    "        mlflow.log_metric(\"r2\", r2)\n",
    "        mlflow.log_metric(\"mae\", mae)\n",
    "        \n",
    "        # Infer model signature to log it\n",
    "        # Więcej o sygnaturach: https://mlflow.org/docs/latest/models.html?highlight=signature#model-signature\n",
    "        signature = mlflow.models.signature.infer_signature(train_x, lr.predict(train_x))\n",
    "\n",
    "        tracking_url_type_store = urlparse(mlflow.get_tracking_uri()).scheme\n",
    "\n",
    "        # Model registry does not work with file store\n",
    "        if tracking_url_type_store != \"file\":\n",
    "\n",
    "            # Register the model\n",
    "            # There are other ways to use the Model Registry, which depends on the use case,\n",
    "            # please refer to the doc for more information:\n",
    "            # https://mlflow.org/docs/latest/model-registry.html#api-workflow\n",
    "            mlflow.sklearn.log_model(lr, \"wines-model\", registered_model_name=\"ElasticnetWineModel\", signature=signature)\n",
    "        else:\n",
    "            mlflow.sklearn.log_model(lr, \"model\", signature=signature)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ls: cannot access '/tmp/mlruns': No such file or directory\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f09fa15f130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f09fa15f580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f09fa15f730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f09fa15f8e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f09fa15fa90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f09fa15fc40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f09fa15fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f09fa15fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f09fa15fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n"
     ]
    }
   ],
   "source": [
    "! ls -l /tmp/mlruns\n",
    "### Wtyrenujmy model z domyślnymi wartościami parametrów\n",
    "! cd ./IUM_08/examples/; python sklearn_elasticnet_wine/train.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f447e513130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f447e513580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f447e513730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f447e5138e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f447e513a90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f447e513c40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f447e513c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f447e513c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f447e513c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f000f0db130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f000f0db580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f000f0db730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f000f0db8e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f000f0dba90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f000f0dbc40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f000f0dbc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f000f0dbc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f000f0dbc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f55f8e47130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f55f8e47580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f55f8e47730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f55f8e478e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f55f8e47a90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f55f8e47c40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f55f8e47c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f55f8e47c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f55f8e47c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa1f5f2f130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa1f5f2f580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa1f5f2f730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa1f5f2f8e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa1f5f2fa90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fa1f5f2fc40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa1f5f2fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa1f5f2fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa1f5f2fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d4fbcb130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d4fbcb580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d4fbcb730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d4fbcb8e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d4fbcba90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f7d4fbcbc40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d4fbcbc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d4fbcbc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d4fbcbc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb7f3a5b130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb7f3a5b580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb7f3a5b730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb7f3a5b8e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb7f3a5ba90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fb7f3a5bc40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb7f3a5bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb7f3a5bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb7f3a5bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4b976b130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4b976b580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4b976b730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4b976b8e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4b976ba90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fa4b976bc40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4b976bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4b976bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4b976bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f531cc9b130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f531cc9b580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f531cc9b730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f531cc9b8e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f531cc9ba90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f531cc9bc40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f531cc9bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f531cc9bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f531cc9bc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f911ff7f130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f911ff7f580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f911ff7f730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f911ff7f8e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f911ff7fa90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f911ff7fc40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f911ff7fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f911ff7fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f911ff7fc40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7ff9f0cb7130>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7ff9f0cb7580>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7ff9f0cb7730>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7ff9f0cb78e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7ff9f0cb7a90>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7ff9f0cb7c40>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7ff9f0cb7c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7ff9f0cb7c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7ff9f0cb7c40>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7187f7f160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7187f7f5b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7187f7f760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7187f7f910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7187f7fac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f7187f7fc70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7187f7fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7187f7fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7187f7fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f13007e7160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f13007e75b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f13007e7760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f13007e7910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f13007e7ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f13007e7c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f13007e7c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f13007e7c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f13007e7c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbe1df67160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbe1df675b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbe1df67760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbe1df67910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbe1df67ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fbe1df67c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbe1df67c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbe1df67c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbe1df67c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f715f7c3160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f715f7c35b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f715f7c3760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f715f7c3910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f715f7c3ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f715f7c3c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f715f7c3c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f715f7c3c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f715f7c3c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe00607f160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe00607f5b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe00607f760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe00607f910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe00607fac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fe00607fc70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe00607fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe00607fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe00607fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f95a1a37160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f95a1a375b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f95a1a37760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f95a1a37910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f95a1a37ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f95a1a37c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f95a1a37c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f95a1a37c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f95a1a37c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fab0dc07160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fab0dc075b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fab0dc07760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fab0dc07910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fab0dc07ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fab0dc07c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fab0dc07c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fab0dc07c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fab0dc07c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2440c47160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2440c475b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2440c47760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2440c47910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2440c47ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f2440c47c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2440c47c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2440c47c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f2440c47c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbdce543190>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbdce5435e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbdce543790>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbdce543940>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbdce543af0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fbdce543ca0>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbdce543ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbdce543ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbdce543ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7efdebe3b190>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7efdebe3b5e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7efdebe3b790>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7efdebe3b940>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7efdebe3baf0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7efdebe3bca0>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7efdebe3bca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7efdebe3bca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7efdebe3bca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbafd897190>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbafd8975e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbafd897790>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbafd897940>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbafd897af0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fbafd897ca0>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbafd897ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbafd897ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fbafd897ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f28a6ae3190>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f28a6ae35e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f28a6ae3790>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f28a6ae3940>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f28a6ae3af0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f28a6ae3ca0>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f28a6ae3ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f28a6ae3ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f28a6ae3ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4cc743190>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4cc7435e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4cc743790>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4cc743940>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4cc743af0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fa4cc743ca0>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4cc743ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4cc743ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa4cc743ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb408ae7190>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb408ae75e0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb408ae7790>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb408ae7940>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb408ae7af0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fb408ae7ca0>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb408ae7ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb408ae7ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fb408ae7ca0>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f608c7eb160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f608c7eb5b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f608c7eb760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f608c7eb910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f608c7ebac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f608c7ebc70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f608c7ebc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f608c7ebc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f608c7ebc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6e19107160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6e191075b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6e19107760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6e19107910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6e19107ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f6e19107c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6e19107c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6e19107c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6e19107c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe7df14b160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe7df14b5b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe7df14b760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe7df14b910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe7df14bac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fe7df14bc70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe7df14bc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe7df14bc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fe7df14bc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fcda6d93160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fcda6d935b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fcda6d93760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fcda6d93910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fcda6d93ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fcda6d93c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fcda6d93c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fcda6d93c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fcda6d93c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f3e90a77160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f3e90a775b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f3e90a77760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f3e90a77910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f3e90a77ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f3e90a77c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f3e90a77c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f3e90a77c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f3e90a77c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f9fece57160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f9fece575b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f9fece57760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f9fece57910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f9fece57ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f9fece57c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f9fece57c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f9fece57c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f9fece57c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d77d5f160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d77d5f5b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d77d5f760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d77d5f910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d77d5fac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f7d77d5fc70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d77d5fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d77d5fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7d77d5fc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc69efc31c0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc69efc35b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc69efc3760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc69efc3910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc69efc3ac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7fc69efc3c70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc69efc3c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc69efc3c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fc69efc3c70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f69c318b160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f69c318b5b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f69c318b760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f69c318b910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f69c318bac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f69c318bc70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f69c318bc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f69c318bc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f69c318bc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f53ea4ef160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f53ea4ef5b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f53ea4ef760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f53ea4ef910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=0, connect=0, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f53ea4efac0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 198, in _new_conn\n",
      "    sock = connection.create_connection(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n",
      "    raise err\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/connection.py\", line 73, in create_connection\n",
      "    sock.connect(sa)\n",
      "ConnectionRefusedError: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 793, in urlopen\n",
      "    response = self._make_request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 496, in _make_request\n",
      "    conn.request(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 400, in request\n",
      "    self.endheaders()\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1278, in endheaders\n",
      "    self._send_output(message_body, encode_chunked=encode_chunked)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 1038, in _send_output\n",
      "    self.send(msg)\n",
      "  File \"/usr/lib/python3.10/http/client.py\", line 976, in send\n",
      "    self.connect()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 238, in connect\n",
      "    self.sock = self._new_conn()\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connection.py\", line 213, in _new_conn\n",
      "    raise NewConnectionError(\n",
      "urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f53ea4efc70>: Failed to establish a new connection: [Errno 111] Connection refused\n",
      "\n",
      "The above exception was the direct cause of the following exception:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 486, in send\n",
      "    resp = conn.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 877, in urlopen\n",
      "    return self.urlopen(\n",
      "  [Previous line repeated 2 more times]\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/connectionpool.py\", line 847, in urlopen\n",
      "    retries = retries.increment(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/urllib3/util/retry.py\", line 515, in increment\n",
      "    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]\n",
      "urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f53ea4efc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 128, in http_request\n",
      "    return _get_http_response_with_retries(\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/request_utils.py\", line 228, in _get_http_response_with_retries\n",
      "    return session.request(method, url, allow_redirects=allow_redirects, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 589, in request\n",
      "    resp = self.send(prep, **send_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/sessions.py\", line 703, in send\n",
      "    r = adapter.send(request, **kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/requests/adapters.py\", line 519, in send\n",
      "    raise ConnectionError(e, request=request)\n",
      "requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f53ea4efc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "\n",
      "During handling of the above exception, another exception occurred:\n",
      "\n",
      "Traceback (most recent call last):\n",
      "  File \"/home/pawel/ium/IUM_08/examples/sklearn_elasticnet_wine/train.py\", line 24, in <module>\n",
      "    mlflow.set_experiment(\"s123456\")\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/fluent.py\", line 143, in set_experiment\n",
      "    experiment = client.get_experiment_by_name(experiment_name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/client.py\", line 544, in get_experiment_by_name\n",
      "    return self._tracking_client.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/tracking/_tracking_service/client.py\", line 236, in get_experiment_by_name\n",
      "    return self.store.get_experiment_by_name(name)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 323, in get_experiment_by_name\n",
      "    response_proto = self._call_endpoint(GetExperimentByName, req_body)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/store/tracking/rest_store.py\", line 60, in _call_endpoint\n",
      "    return call_endpoint(self.get_host_creds(), endpoint, method, json_body, response_proto)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 286, in call_endpoint\n",
      "    response = http_request(**call_kwargs)\n",
      "  File \"/home/pawel/ium/venv/lib/python3.10/site-packages/mlflow/utils/rest_utils.py\", line 151, in http_request\n",
      "    raise MlflowException(f\"API request to {url} failed with exception {e}\")\n",
      "mlflow.exceptions.MlflowException: API request to http://localhost:5000/api/2.0/mlflow/experiments/get-by-name failed with exception HTTPConnectionPool(host='localhost', port=5000): Max retries exceeded with url: /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456 (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f53ea4efc70>: Failed to establish a new connection: [Errno 111] Connection refused'))\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=4, connect=4, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7dd5caf160>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=3, connect=3, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7dd5caf5b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=2, connect=2, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7dd5caf760>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n",
      "WARNING:urllib3.connectionpool:Retrying (Retry(total=1, connect=1, read=5, redirect=5, status=5)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f7dd5caf910>: Failed to establish a new connection: [Errno 111] Connection refused')': /api/2.0/mlflow/experiments/get-by-name?experiment_name=s123456\n"
     ]
    }
   ],
   "source": [
    "### I jeszcze raz, tym razem ze zmienionymi wartościami parametrów\n",
    "! cd ./IUM_08/examples/; for l in {1..9}; do for a in {1..9}; do python sklearn_elasticnet_wine/train.py 0.$a 0.$l; done; done"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ls: cannot access 'IUM_08/examples/mlruns/0': No such file or directory\n"
     ]
    }
   ],
   "source": [
    "### Informacje o przebieagach eksperymentu zostały zapisane w katalogu mlruns\n",
    "! ls -l IUM_08/examples/mlruns/0 | head"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 20\r\n",
      "drwxrwxr-x 3 tomek tomek 4096 maj 17 08:43 artifacts\r\n",
      "-rw-rw-r-- 1 tomek tomek  423 maj 17 08:43 meta.yaml\r\n",
      "drwxrwxr-x 2 tomek tomek 4096 maj 17 08:43 metrics\r\n",
      "drwxrwxr-x 2 tomek tomek 4096 maj 17 08:43 params\r\n",
      "drwxrwxr-x 2 tomek tomek 4096 maj 17 08:43 tags\r\n"
     ]
    }
   ],
   "source": [
    "! ls -l IUM_08/examples/mlruns/0/375cde31bdd44a45a91fd7cee92ebcda"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2021-05-16 17:58:43 +0200] [118029] [INFO] Starting gunicorn 20.1.0\n",
      "[2021-05-16 17:58:43 +0200] [118029] [ERROR] Connection in use: ('127.0.0.1', 5000)\n",
      "[2021-05-16 17:58:43 +0200] [118029] [ERROR] Retrying in 1 second.\n",
      "[2021-05-16 17:58:44 +0200] [118029] [ERROR] Connection in use: ('127.0.0.1', 5000)\n",
      "[2021-05-16 17:58:44 +0200] [118029] [ERROR] Retrying in 1 second.\n",
      "[2021-05-16 17:58:45 +0200] [118029] [ERROR] Connection in use: ('127.0.0.1', 5000)\n",
      "[2021-05-16 17:58:45 +0200] [118029] [ERROR] Retrying in 1 second.\n",
      "[2021-05-16 17:58:46 +0200] [118029] [ERROR] Connection in use: ('127.0.0.1', 5000)\n",
      "[2021-05-16 17:58:46 +0200] [118029] [ERROR] Retrying in 1 second.\n",
      "[2021-05-16 17:58:47 +0200] [118029] [ERROR] Connection in use: ('127.0.0.1', 5000)\n",
      "[2021-05-16 17:58:47 +0200] [118029] [ERROR] Retrying in 1 second.\n",
      "[2021-05-16 17:58:48 +0200] [118029] [ERROR] Can't connect to ('127.0.0.1', 5000)\n",
      "Running the mlflow server failed. Please see the logs above for details.\n"
     ]
    }
   ],
   "source": [
    "### Możemy je obejrzeć w przeglądarce uruchamiając interfejs webowy:\n",
    "### (powinniśmy to wywołać w normalnej konsoli, w jupyter będziemy mieli zablokowany kernel)\n",
    "! cd IUM_08/examples/; mlflow ui"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Wygląd interfejsu webowego\n",
    "<img width=\"75%\" src=\"IUM_08/mlflowui.png\"/>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Porównywanie wyników\n",
    "<img width=\"75%\" src=\"IUM_08/compare-metrics.png\"/>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## Logowanie\n",
    " - logowania metryk i parametrów można dokonać m.in. poprzez wywołania Python-owego API: `mlflow.log_param()` i `mlflow.log_metric()`. Więcej dostępnych funkcji: [link](https://mlflow.org/docs/latest/tracking.html#logging-functions)\n",
    " - wywołania te muszą nastąpić po wykonaniu [`mlflow.start_run()`](https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.start_run), najlepiej wewnątrz bloku:\n",
    "```python\n",
    "   with mlflow.start_run():\n",
    "        \n",
    "        #[...]\n",
    "\n",
    "        mlflow.log_param(\"alpha\", alpha)\n",
    "        mlflow.log_param(\"l1_ratio\", l1_ratio)\n",
    "```\n",
    " - jest też możliwość automatycznego logwania dla wybranych bibliotek: https://mlflow.org/docs/latest/tracking.html#automatic-logging"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "# MLflow Projects\n",
    " - MLflow projects to zestaw konwencji i kilku narzędzi\n",
    " - ułatwiają one uruchamianie eskperymentów"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Konfiguracja projektu\n",
    " - W pliku `MLproject` zapisuje się konfigurację projektu ([specyfikacja](https://mlflow.org/docs/latest/projects.html))\n",
    " - Zawiera ona:\n",
    "    - odnośnik do środowiska, w którym ma być wywołany eksperyment [szczegóły](https://mlflow.org/docs/latest/projects.html#specifying-an-environment):\n",
    "      - nazwa obrazu Docker\n",
    "      - albo ścieżka do pliku conda.yaml definiującego środowisko wykonania Conda\n",
    "    - parametry, z którymi można wywołać eksperyment\n",
    "    - polecenia służące do wywołania eksperymentu"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Overwriting IUM_08/examples/sklearn_elasticnet_wine/MLproject\n"
     ]
    }
   ],
   "source": [
    "%%writefile IUM_08/examples/sklearn_elasticnet_wine/MLproject\n",
    "name: tutorial\n",
    "\n",
    "conda_env: conda.yaml #ścieżka do pliku conda.yaml z definicją środowiska\n",
    "    \n",
    "#docker_env:\n",
    "#  image: mlflow-docker-example-environment\n",
    "\n",
    "entry_points:\n",
    "  main:\n",
    "    parameters:\n",
    "      alpha: {type: float, default: 0.5}\n",
    "      l1_ratio: {type: float, default: 0.1}\n",
    "    command: \"python train.py {alpha} {l1_ratio}\"\n",
    "  test:\n",
    "    parameters:\n",
    "      alpha: {type: cutoff, default: 0}\n",
    "    command: \"python test.py {cutoff}\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Środowisko Conda\n",
    " </br><img style=\"height: 50px;\" src=\"img/environments/conda.png\"/>\n",
    " - https://docs.conda.io\n",
    " - Składnia plików conda.yaml definiujących środowisko: https://docs.conda.io/projects/conda/en/4.6.1/user-guide/tasks/manage-environments.html#create-env-file-manually\n",
    " - Składnia YAML: [przystępnie](https://learnxinyminutes.com/docs/yaml/), [oficjalnie](https://yaml.org/spec/1.2/spec.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Overwriting IUM_08/examples/sklearn_elasticnet_wine/conda.yaml\n"
     ]
    }
   ],
   "source": [
    "%%writefile IUM_08/examples/sklearn_elasticnet_wine/conda.yaml\n",
    "name: tutorial\n",
    "channels:\n",
    "  - defaults\n",
    "dependencies:\n",
    "  - python=3.6 #Te zależności będą zainstalowane za pomocą conda isntall\n",
    "  - pip\n",
    "  - pip: #Te ząś za pomocą pip install\n",
    "    - scikit-learn==0.23.2\n",
    "    - mlflow>=1.0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Środowisko docker\n",
    "- zamiast środowiska Conda możemy również podać nazwę obrazu docker, w którym ma być wywołany eksperyment.\n",
    "- obraz będzie szukany lokalnie a następnie na DockerHub, lub w innym repozytorium dockera\n",
    "- składnia specyfikacji ścieżki jest taka sama jak w przypadki poleceń dockera, np. docker pull [link](https://docs.docker.com/engine/reference/commandline/pull/#pull-from-a-different-registry)\n",
    "- Można również podać katalogi do podmontowania wewnątrz kontenera oraz wartości zmiennych środowiskowych do ustawienia w  kontenerze:\n",
    "```yaml\n",
    "docker_env:\n",
    "   image: mlflow-docker-example-environment\n",
    "   volumes: [\"/local/path:/container/mount/path\"]\n",
    "   environment: [[\"NEW_ENV_VAR\", \"new_var_value\"], \"VAR_TO_COPY_FROM_HOST_ENVIRONMENT\"]\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Parametry\n",
    " - Specyfikacja parametrów w pliku MLproject pozwala na ich walidację i używanie wartości domyślnych\n",
    " - Dostępne typy:\n",
    "   - String\n",
    "   - Float - dowolna liczba (MLflow waliduje, czy podana wartość jest liczbą)\n",
    "   - Path - pozwala podawać ścieżki względne (przekształca je na bezwzlędne) do plików lokalnych albo do plików zdalnych (np. do s3://) - zostaną wtedy ściągnięte lokalnie\n",
    "   - URI - podobnie jak path, ale do rozproszonych systemów plików\n",
    "\n",
    "- [Składnia](https://mlflow.org/docs/latest/projects.html#specifying-parameters)\n",
    "  \n",
    "```yml:\n",
    "  parameter_name: {type: data_type, default: value}  # Short syntax\n",
    "\n",
    "  parameter_name:     # Long syntax\n",
    "     type: data_type\n",
    "     default: value\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Uruchamianie projektu\n",
    " - Projekt możemy uruchomić przy pomocy polecenia `mlflow run` ([dokumentacja](https://mlflow.org/docs/latest/cli.html#mlflow-run))\n",
    " - Spowoduje to przygotowanie środowiska i uruchomienie eksperymentu wewnątrz środowiska\n",
    " - domyślnie zostanie uruchomione polecenie zdefiniowane w \"entry point\" `main`. Żeby uruchomić inny \"entry point\", możemy użyć parametru `-e`, np:\n",
    " ```bash\n",
    " mlflow run sklearn_elasticnet_wine -e test\n",
    " ```\n",
    " - Parametry do naszego polecenia możemy przekazywać przy pomocy flagi `-P`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2021/05/16 17:59:10 INFO mlflow.projects.utils: === Created directory /tmp/tmprq4mdosv for downloading remote URIs passed to arguments of type 'path' ===\n",
      "2021/05/16 17:59:10 INFO mlflow.projects.backend.local: === Running command 'source /home/tomek/miniconda3/bin/../etc/profile.d/conda.sh && conda activate mlflow-5987e03d4dbaa5faa1a697bb113be9b9bdc39b29 1>&2 && python train.py 0.42 0.1' in run with ID '1860d321ea1545ff8866e4ba199d1712' === \n",
      "Elasticnet model (alpha=0.420000, l1_ratio=0.100000):\n",
      "  RMSE: 0.7420620899060748\n",
      "  MAE: 0.5722846717246247\n",
      "  R2: 0.21978513651550236\n",
      "2021/05/16 17:59:19 INFO mlflow.projects: === Run (ID '1860d321ea1545ff8866e4ba199d1712') succeeded ===\n"
     ]
    }
   ],
   "source": [
    "!cd IUM_08/examples/; mlflow run sklearn_elasticnet_wine -P alpha=0.42"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "# Zadania [10p pkt]\n",
    "1. Dodaj do swojego projektu logowanie parametrów i metryk za pomocą MLflow (polecenia `mlflow.log_param` i `mlflow.log_metric`\n",
    "2. Dodaj plik MLProject definiujący polecenia do trenowania i testowania, ich parametry wywołania oraz środowisko (Conda albo Docker)\n",
    "\n",
    "**Termin wykonania zadań**: **15 maja 2024**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## MLflow Models\n",
    "\n",
    "MLflow Models to konwencja zapisu modeli, która ułatwia potem ich załadowanie i użycie"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "Rodzaje modeli (\"flavors\") wspierane przez MLflow:\n",
    "\n",
    " - Python Function (python_function)\n",
    " - PyTorch (pytorch)\n",
    " - TensorFlow (tensorflow)\n",
    " - Keras (keras)\n",
    " - Scikit-learn (sklearn)\n",
    " - Spacy(spaCy)\n",
    " - ONNX (onnx)\n",
    " - R Function (crate)\n",
    " - H2O (h2o)\n",
    " - MLeap (mleap)\n",
    " - Spark MLlib (spark)\n",
    " - MXNet Gluon (gluon)\n",
    " - XGBoost (xgboost)\n",
    " - LightGBM (lightgbm)\n",
    " - CatBoost (catboost)\n",
    " - Fastai(fastai)\n",
    " - Statsmodels (statsmodels)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Zapisywanie modelu\n",
    "Model ML można zapisać w MLflow przy pomocy jednej z dwóch funkcji z pakietu odpowiadającego używanej przez nas bibliotece:\n",
    " - `save_model()` - zapisuje model na dysku\n",
    " - `log_model()` - zapisuje model razem z innymi informacjami (metrykami, parametrami). W zależności od ustawień [\"tracking_uri\"](https://mlflow.org/docs/latest/python_api/mlflow.html#mlflow.set_tracking_uri) może być to lokalny folder w `mlruns/ ` lub ścieżka na zdalnym serwerze MLflow\n",
    "\n",
    "```Python\n",
    "        mlflow.sklearn.save_model(lr, \"my_model\")\n",
    "```\n",
    "\n",
    "```Python\n",
    "        mlflow.keras.save_model(lr, \"my_model\")\n",
    "```\n",
    "\n",
    "Wywołanie tej funkcji spowoduje stworzenie katalogu \"my_model\" zawierającego:\n",
    " - plik *MLmodel* zawierający informacje o sposobach, w jaki model można załadować (\"flavors\") oraz ścieżki do plików związanych z modelem, takich jak:\n",
    "     - *conda.yaml* - opis środowiska potrzebnego do załadowania modelu\n",
    "     - *model.pkl* - plik z zserializowanym modelem\n",
    "\n",
    "Tylko plik *MLmodel* jest specjalnym plikiem MLflow - reszta zależy od konkrentego \"flavour\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "conda.yaml  MLmodel  model.pkl\r\n"
     ]
    }
   ],
   "source": [
    "ls IUM_08/examples/my_model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total 12\r\n",
      "-rw-rw-r-- 1 tomek tomek 153 maj 17 10:38 conda.yaml\r\n",
      "-rw-rw-r-- 1 tomek tomek 958 maj 17 10:38 MLmodel\r\n",
      "-rw-rw-r-- 1 tomek tomek 641 maj 17 10:38 model.pkl\r\n"
     ]
    }
   ],
   "source": [
    "! ls -l IUM_08/examples/mlruns/0/b395b55b47fc43de876b67f5a4a5dae9/artifacts/model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [],
   "source": [
    "# %load IUM_08/examples/mlruns/0/b395b55b47fc43de876b67f5a4a5dae9/artifacts/model/MLmodel\n",
    "artifact_path: model\n",
    "flavors:\n",
    "  python_function:\n",
    "    env: conda.yaml\n",
    "    loader_module: mlflow.sklearn\n",
    "    model_path: model.pkl\n",
    "    python_version: 3.9.1\n",
    "  sklearn:\n",
    "    pickled_model: model.pkl\n",
    "    serialization_format: cloudpickle\n",
    "    sklearn_version: 0.24.2\n",
    "run_id: b395b55b47fc43de876b67f5a4a5dae9\n",
    "signature:\n",
    "  inputs: '[{\"name\": \"fixed acidity\", \"type\": \"double\"}, {\"name\": \"volatile acidity\",\n",
    "    \"type\": \"double\"}, {\"name\": \"citric acid\", \"type\": \"double\"}, {\"name\": \"residual\n",
    "    sugar\", \"type\": \"double\"}, {\"name\": \"chlorides\", \"type\": \"double\"}, {\"name\": \"free\n",
    "    sulfur dioxide\", \"type\": \"double\"}, {\"name\": \"total sulfur dioxide\", \"type\": \"double\"},\n",
    "    {\"name\": \"density\", \"type\": \"double\"}, {\"name\": \"pH\", \"type\": \"double\"}, {\"name\":\n",
    "    \"sulphates\", \"type\": \"double\"}, {\"name\": \"alcohol\", \"type\": \"double\"}]'\n",
    "  outputs: '[{\"type\": \"tensor\", \"tensor-spec\": {\"dtype\": \"float64\", \"shape\": [-1]}}]'\n",
    "utc_time_created: '2021-05-17 08:38:41.749670'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [],
   "source": [
    "# %load IUM_08/examples/my_model/conda.yaml\n",
    "channels:\n",
    "- defaults\n",
    "- conda-forge\n",
    "dependencies:\n",
    "- python=3.9.1\n",
    "- pip\n",
    "- pip:\n",
    "  - mlflow\n",
    "  - scikit-learn==0.24.2\n",
    "  - cloudpickle==1.6.0\n",
    "name: mlflow-env"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Dodatkowe pola w MLmodel\n",
    "\n",
    "\n",
    "- *utc_time_created* - timestamp z czasem stworzenia modelu\n",
    "- *run_id*  - ID uruchomienia (\"run\"), które stworzyło ten model, jeśli model był zapisany za pomocą MLflow Tracking.\n",
    "- *signature*  - opisa danych wejściowych i wyjściowych w formacie JSON\n",
    "- *input_example* przykładowe wejście przyjmowane przez model. Można je podać poprzez parametr `input_example` funkcji [log_model](https://mlflow.org/docs/latest/python_api/mlflow.sklearn.html#mlflow.sklearn.log_model)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([5.57688397, 5.50664777, 5.52550482, 5.50431125, 5.57688397])"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import mlflow\n",
    "import pandas as pd\n",
    "model = mlflow.sklearn.load_model(\"IUM_08/examples/mlruns/0/b395b55b47fc43de876b67f5a4a5dae9/artifacts/model\")\n",
    "csv_url = \"http://archive.ics.uci.edu/ml/machine-learning-databases/wine-quality/winequality-red.csv\"\n",
    "data = pd.read_csv(csv_url, sep=\";\")\n",
    "model.predict(data.drop([\"quality\"], axis=1).head())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "### Serwowanie modeli"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Usage: mlflow models [OPTIONS] COMMAND [ARGS]...\r\n",
      "\r\n",
      "  Deploy MLflow models locally.\r\n",
      "\r\n",
      "  To deploy a model associated with a run on a tracking server, set the\r\n",
      "  MLFLOW_TRACKING_URI environment variable to the URL of the desired server.\r\n",
      "\r\n",
      "Options:\r\n",
      "  --help  Show this message and exit.\r\n",
      "\r\n",
      "Commands:\r\n",
      "  build-docker  **EXPERIMENTAL**: Builds a Docker image whose default...\r\n",
      "  predict       Generate predictions in json format using a saved MLflow...\r\n",
      "  prepare-env   **EXPERIMENTAL**: Performs any preparation necessary to...\r\n",
      "  serve         Serve a model saved with MLflow by launching a webserver on...\r\n"
     ]
    }
   ],
   "source": [
    "!cd IUM_08/examples/; mlflow models --help"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Usage: mlflow models serve [OPTIONS]\r\n",
      "\r\n",
      "  Serve a model saved with MLflow by launching a webserver on the specified\r\n",
      "  host and port. The command supports models with the ``python_function`` or\r\n",
      "  ``crate`` (R Function) flavor. For information about the input data\r\n",
      "  formats accepted by the webserver, see the following documentation:\r\n",
      "  https://www.mlflow.org/docs/latest/models.html#built-in-deployment-tools.\r\n",
      "\r\n",
      "  You can make requests to ``POST /invocations`` in pandas split- or record-\r\n",
      "  oriented formats.\r\n",
      "\r\n",
      "  Example:\r\n",
      "\r\n",
      "  .. code-block:: bash\r\n",
      "\r\n",
      "      $ mlflow models serve -m runs:/my-run-id/model-path &\r\n",
      "\r\n",
      "      $ curl http://127.0.0.1:5000/invocations -H 'Content-Type:\r\n",
      "      application/json' -d '{         \"columns\": [\"a\", \"b\", \"c\"],\r\n",
      "      \"data\": [[1, 2, 3], [4, 5, 6]]     }'\r\n",
      "\r\n",
      "Options:\r\n",
      "  -m, --model-uri URI  URI to the model. A local path, a 'runs:/' URI, or a\r\n",
      "                       remote storage URI (e.g., an 's3://' URI). For more\r\n",
      "                       information about supported remote URIs for model\r\n",
      "                       artifacts, see\r\n",
      "                       https://mlflow.org/docs/latest/tracking.html#artifact-\r\n",
      "                       stores  [required]\r\n",
      "\r\n",
      "  -p, --port INTEGER   The port to listen on (default: 5000).\r\n",
      "  -h, --host HOST      The network address to listen on (default: 127.0.0.1).\r\n",
      "                       Use 0.0.0.0 to bind to all addresses if you want to\r\n",
      "                       access the tracking server from other machines.\r\n",
      "\r\n",
      "  -w, --workers TEXT   Number of gunicorn worker processes to handle requests\r\n",
      "                       (default: 4).\r\n",
      "\r\n",
      "  --no-conda           If specified, will assume that MLmodel/MLproject is\r\n",
      "                       running within a Conda environment with the necessary\r\n",
      "                       dependencies for the current project instead of\r\n",
      "                       attempting to create a new conda environment.\r\n",
      "\r\n",
      "  --install-mlflow     If specified and there is a conda environment to be\r\n",
      "                       activated mlflow will be installed into the environment\r\n",
      "                       after it has been activated. The version of installed\r\n",
      "                       mlflow will be the same asthe one used to invoke this\r\n",
      "                       command.\r\n",
      "\r\n",
      "  --help               Show this message and exit.\r\n"
     ]
    }
   ],
   "source": [
    "!cd IUM_08/examples/; mlflow models serve --help"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"columns\":[\"fixed acidity\",\"volatile acidity\",\"citric acid\",\"residual sugar\",\"chlorides\",\"free sulfur dioxide\",\"total sulfur dioxide\",\"density\",\"pH\",\"sulphates\",\"alcohol\"],\"index\":[0],\"data\":[[7.4,0.7,0.0,1.9,0.076,11.0,34.0,0.9978,3.51,0.56,9.4]]}\n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "csv_url = \"http://archive.ics.uci.edu/ml/machine-learning-databases/wine-quality/winequality-red.csv\"\n",
    "data = pd.read_csv(csv_url, sep=\";\").drop([\"quality\"], axis=1).head(1).to_json(orient='split')\n",
    "print(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[5.576883967129615]"
     ]
    }
   ],
   "source": [
    "!curl http://127.0.0.1:5003/invocations -H 'Content-Type: application/json' -d '{\\\n",
    "        \"columns\":[\\\n",
    "            \"fixed acidity\",\"volatile acidity\",\"citric acid\",\"residual sugar\",\"chlorides\",\"free sulfur dioxide\",\"total sulfur dioxide\",\"density\",\"pH\",\"sulphates\",\"alcohol\"],\\\n",
    "            \"index\":[0],\\\n",
    "            \"data\":[[7.4,0.7,0.0,1.9,0.076,11.0,34.0,0.9978,3.51,0.56,9.4]]}'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "```\n",
    "$ cd IUM_08/examples/\n",
    "$ mlflow models serve -m my_model\n",
    "2021/05/17 08:52:07 INFO mlflow.models.cli: Selected backend for flavor 'python_function'\n",
    "2021/05/17 08:52:07 INFO mlflow.pyfunc.backend: === Running command 'source /home/tomek/miniconda3/bin/../etc/profile.d/conda.sh && conda activate mlflow-503f0c7520a32f054a9d168bd099584a9439de9d 1>&2 && gunicorn --timeout=60 -b 127.0.0.1:5003 -w 1 ${GUNICORN_CMD_ARGS} -- mlflow.pyfunc.scoring_server.wsgi:app'\n",
    "[2021-05-17 08:52:07 +0200] [291217] [INFO] Starting gunicorn 20.1.0\n",
    "[2021-05-17 08:52:07 +0200] [291217] [INFO] Listening at: http://127.0.0.1:5003 (291217)\n",
    "[2021-05-17 08:52:07 +0200] [291217] [INFO] Using worker: sync\n",
    "[2021-05-17 08:52:07 +0200] [291221] [INFO] Booting worker with pid: 291221\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "slideshow": {
     "slide_type": "slide"
    }
   },
   "source": [
    "## MLflow Registry\n",
    " - umożliwia [zapisywanie](https://mlflow.org/docs/latest/model-registry.html#adding-an-mlflow-model-to-the-model-registry) i [ładowanie](https://mlflow.org/docs/latest/model-registry.html#fetching-an-mlflow-model-from-the-model-registry) modeli z centralnego rejestru\n",
    " - Modele można też serwować bezpośrednio z rejestru:\n",
    "\n",
    "```bash\n",
    "#!/usr/bin/env sh\n",
    "\n",
    "# Set environment variable for the tracking URL where the Model Registry resides\n",
    "export MLFLOW_TRACKING_URI=http://localhost:5000\n",
    "\n",
    "# Serve the production model from the model registry\n",
    "mlflow models serve -m \"models:/sk-learn-random-forest-reg-model/Production\"\n",
    "```\n",
    "\n",
    "- Żeby było to możliwe, musimy mieć uruchomiony [serwer MLflow](https://mlflow.org/docs/latest/tracking.html#tracking-server)\n",
    "- Umożliwia zarządzanie wersjami modeli i oznaczanie ich różnymi fazami, np. \"Staging\", \"Production\""
   ]
  }
 ],
 "metadata": {
  "author": "Tomasz Ziętkiewicz",
  "celltoolbar": "Slideshow",
  "email": "tomasz.zietkiewicz@amu.edu.pl",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "lang": "pl",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  },
  "slideshow": {
   "slide_type": "slide"
  },
  "subtitle": "8.MLFlow[laboratoria]",
  "title": "Inżynieria uczenia maszynowego",
  "year": "2021"
 },
 "nbformat": 4,
 "nbformat_minor": 4
}