{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Try out the VortexaSDK"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First let's import our requirements"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-07-12T13:43:54.590637Z",
     "iopub.status.busy": "2021-07-12T13:43:54.589676Z",
     "iopub.status.idle": "2021-07-12T13:43:55.052777Z",
     "shell.execute_reply": "2021-07-12T13:43:55.053222Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "from datetime import datetime\n",
    "import vortexasdk as v"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Average daily speed by week and knots, over the last month, from Middle East to China; broken down by vessel class."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You'll need to enter your Vortexa API key when prompted."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-07-12T13:43:55.058288Z",
     "iopub.status.busy": "2021-07-12T13:43:55.057635Z",
     "iopub.status.idle": "2021-07-12T13:43:57.604212Z",
     "shell.execute_reply": "2021-07-12T13:43:57.603773Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "df = v.FleetUtilisationSpeedBreakdown().search(\n",
    "    filter_vessel_status=\"vessel_status_laden_known\",\n",
    "    filter_origins=\"80aa9e4f3014c3d96559c8e642157edbb2b684ea0144ed76cd20b3af75110877\",\n",
    "    filter_destinations=\"934c47f36c16a58d68ef5e007e62a23f5f036ee3f3d1f5f85a48c572b90ad8b2\",\n",
    "    filter_time_min=datetime(2020, 12, 19),\n",
    "    filter_time_max=datetime(2021, 1, 18),\n",
    "    breakdown_unit=\"kn\",\n",
    "    breakdown_frequency=\"week\",\n",
    "    breakdown_property=\"vessel_class\",\n",
    ").to_df()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-07-12T13:43:57.613303Z",
     "iopub.status.busy": "2021-07-12T13:43:57.612642Z",
     "iopub.status.idle": "2021-07-12T13:43:57.623458Z",
     "shell.execute_reply": "2021-07-12T13:43:57.623866Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That's it! You've successfully loaded data using the Vortexa SDK. Check out https://vortechsa.github.io/python-sdk/ for more examples"
   ]
  }
 ],
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