aws-pricelist.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Python Module for Amazon Web Services Price Information\n",
    "\n",
    "This notebook illustrates the capabilities of a lightweight Python module for accessing the Amazon Web Services (AWS) price lists.\n",
    "\n",
    "The classes available in the module follow the hierarchy of the AWS price information:\n",
    "* `AWSOffersIndex` class represents the AWS offer index information. This is the entry point as it lists all the supported AWS services for which price information is available.\n",
    "* `AWSOffer` class represents price information for one, specific, AWS service. This is called an _offer_ in Amazon's pricing parlance.\n",
    "* One AWS offer can contain many products. They are represented with the `AWSProduct` class.\n",
    "* Pricing information for each offer's product is represented with the `AWSProductPricing` class.\n",
    "* Product pricing data is given in pricing tiers and they are represented with the `AWSProductPriceTier` class."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Import all the classes that represent varous types of AWS price information."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from aws_price_list import *"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## AWS Offer Index\n",
    "\n",
    "Create an object that represents the AWS Offer Index. This command will attempt to HTTP `GET` the JSON file with information about all the available AWS offers (these would be _services_ like EC2 or S3)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "oi = AWSOffersIndex()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Available information about the AWS offer index:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'v1.0'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oi.format"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime.datetime(2017, 10, 12, 23, 36, 1, tzinfo=datetime.timezone.utc)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oi.published"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'This pricing list is for informational purposes only. All prices are subject to the additional terms included in the pricing pages on http://aws.amazon.com. All Free Tier prices are also subject to the terms included at https://aws.amazon.com/free/'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oi.disclaimer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime.datetime(2017, 10, 17, 23, 35, 13, 547974, tzinfo=datetime.timezone.utc)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oi.accessed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/index.json'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oi.endpoint"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Having all time-related attributes as `datetime.datetime` objects makes it possible to print date-time information in various string formats or perform date-time computations easily."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Tue Oct 17 23:35:13 2017 UTC'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oi.accessed.strftime('%c %Z')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The list of AWS offers (services) for which price information is available:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['AmazonChimeDialin', 'mobileanalytics', 'AmazonChime', 'AmazonSimpleDB', 'AmazonCloudSearch', 'AmazonQuickSight', 'AmazonInspector', 'AWSIoT', 'AWSDirectConnect', 'IngestionServiceSnowball', 'AmazonRedshift', 'AmazonCloudWatch', 'AmazonETS', 'AmazonAthena', 'AWSDatabaseMigrationSvc', 'AmazonLex', 'AWSStorageGateway', 'AWSSupportEnterprise', 'AWSDirectoryService', 'AmazonCognito', 'AWSXRay', 'AmazonECR', 'AmazonDAX', 'AWSGlue', 'AWSBudgets', 'AmazonApiGateway', 'AmazonRoute53', 'AmazonCognitoSync', 'AmazonKinesisAnalytics', 'AWSGreengrass', 'AWSCodeDeploy', 'AWSCloudTrail', 'SnowballExtraDays', 'AWSCodePipeline', 'AmazonWorkSpaces', 'AmazonWorkDocs', 'AmazonWorkMail', 'AWSQueueService', 'AWSShield', 'AmazonKinesis', 'AmazonS3', 'AWSLambda', 'AmazonGlacier', 'AmazonSWF', 'AmazonRDS', 'AmazonLightsail', 'AmazonEC2', 'AmazonConnect', 'CodeBuild', 'AWSDeviceFarm', 'AWSConfig', 'AmazonSNS', 'IngestionService', 'AmazonEFS', 'ContactCenterTelecomm', 'datapipeline', 'AmazonElastiCache', 'AmazonPinpoint', 'AmazonCloudFront', 'AWSCodeCommit', 'AWSServiceCatalog', 'AmazonVPC', 'AlexaTopSites', 'OpsWorks', 'AmazonWAM', 'AmazonSES', 'AmazonML', 'AlexaWebInfoService', 'AWSSupportBusiness', 'AmazonStates', 'ElasticMapReduce', 'AmazonDynamoDB', 'AmazonGameLift', 'AmazonPolly', 'AWSDeveloperSupport', 'CloudHSM', 'awswaf', 'AmazonES', 'AmazonRekognition', 'AmazonCloudDirectory', 'awskms', 'AmazonKinesisFirehose'])"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oi.offers"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The offer index information can be reloaded:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Tue Oct 17 23:35:13 2017 +0000'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "oi.reload()\n",
    "oi.accessed.strftime('%c %z')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## AWS Offer\n",
    "\n",
    "The `offer()` method accesses the price information about the specific offer (service). This command will HTTP `GET` the JSON file with the prices and terms of the specified AWS offer:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "offer = oi.offer('AmazonS3')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Various information about the offer's prices and terms:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'v1.0'"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.format"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'This pricing list is for informational purposes only. All prices are subject to the additional terms included in the pricing pages on http://aws.amazon.com. All Free Tier prices are also subject to the terms included at https://aws.amazon.com/free/'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.disclaimer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime.datetime(2017, 8, 28, 19, 54, 53, tzinfo=datetime.timezone.utc)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.published"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime.datetime(2017, 10, 17, 23, 35, 14, 159575, tzinfo=datetime.timezone.utc)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.accessed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonS3/current/index.json'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.endpoint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'AmazonS3'"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'20170828195453'"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.version"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Listing of all available products for the AWS offer:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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'XAKHUSC46NWC9PPM', 'KPY3WFWFW5T74XV9', 'UHGVDXEYB62EM2RK', '94E4WND6QS7NZMW8', 'Y3CNQ9EXXRHQJS7B', 'YY5A8J9AEDWDX8KU', 'CE79BJ8EJA6B9EDP', 'VTNVFHSCZY8GPRVY', 'EEYHHV9BJEBZRHDT', '2ZU6KTPPP4EHAGY7', 'YD73XHCKZPVS7929', 'GG8KGK8N38F54ZPV', 'Q4VCG8CQUVQJF6ZC', 'G7QXWQ4UVA6A9E8J', 'YGDAFAPHE8K2KGHR', 'VQNRQ2ETKDQFTRAT', 'Q8PU9RHU34UXVCZC', 'UZVPN9AWBCUHZHXM', 'A5D7Z56NXH3BX3GT', 'QMDQTF4PKPZAETCA', 'V7KMP6W4U24AS5GT', 'FKFB98XUH3AUXAGT', 'N3T95ZM3PA7R3655', 'XBJN736PE4AYHJGJ', 'XWJ63J8BZ6XCMMAG', 'SH9HSEMA6MCBRH3T', '9G78K4HXXSU3YBFX', 'RWATQ7JT3WQTUEKD', 'ZBSBQ53KX2STBJAX', 'XGXYRYWGNXSSEUVT', 'T9N8NG8RD85BD8U4', '8DA6S4XRVV99BE3F', '56ZZ5W9T2JHH2GGG', 'BHM7BATGW8NG4NZ4', 'UHZ4HM5DS65WGCPF', '772PF89FATXBVDY4', '8QV6JFPTVXSE2FUC', 'V4TYG5PW7DJQGNQC', '7PPCXBQGZS394FJV', 'YS2QF267SBAQS4AJ', 'GPR2J2T4GVU2YYB5', '4VV36CD3MDN8K86N', 'ZVWTJFXE3MPQG6JY', '2RPDHD7KE4SZYXM7', 'X8JED5C8QRAZFUBB', 'G9J33QFSBEA2JDV2', 'WHM89TTU6V9Q8X9C', 'C378E256SNKERC5B', 'QZS75Y5K5V3MK355', 'NQRBQ88R2NGSJNE2', '27XY9AVZFJAXHAGB', 'CHPAVTGXQWV7G8Z2', 'SBUTEQZM8C4UH92F', 'PAS4TYFSSXW4DUTQ', 'RK2XGDNS3QEBMYWT', 'VXXPWGWANU5HE784', 'QEMA8D33SDZPBYAV', '8AXRJQASW3RDVXYU', 'P7AN7DNSBWHY4VAX', 'JA5W5UT5BSU9A7QE', 'PHX7NC6PRR58K6AS', 'NBUQPTSYHSXS2EB6', 'TNP8E8RESQ4C9VBT', 'UXV6CKMNB9QY2WG8', '3ZCUDDFY84YUF666', 'WYT4VG4A73ZPNPVW', 'AKK2N8JWH4UV4MSC', 'NSX3W799EJTU4XNG', 'VS5HSDDAFZAGZZJR', 'U7M39C97M5XGPWHJ', 'U2Q99NMJUNPRUMD4', 'TYZADFBQUJ5K2FN7', 'GVJQMESQ2MGTCK9E', 'UZS7NQWXT488DUJ7', 'ZMHB3QP5JWAF8DKP', 'FNYHUPR3T466JJYM', '56AHGU422G5EFW2N', 'W85GWZ2R7QCKES92', 'R8DGVR4A52UQ7VP6', 'E299ZWU9D4NPWR47', 'FQAASNCUW2QJHGH9', 'SKK3ARRYPN6RZJPD', 'E3V2KVENAFSFNH7J', 'MR6C97U5AXAG4QPE', '6T35V3MMEFDHZ63V', '8RKB3VBKFZDGABU3', 'TEKTG5QDEGEWNY2K', 'D7E8C3WQ5RA4QNKP', 'PPPA2ACUPHJQ3X7P', 'HPF2C5BBEAEDMXV3', 'QHMCJ3MSKU3PCG6D', 'RVW8MJGB2NKXTQ7E', '8REKH76P9EDJR2ND', 'A3GDZJP89BX5YREP', 'P6D8E8ZS8RK464WG', '6UN7C5R4W7H9HNZN', 'NAUXW6T9NT3386MR', '5KXNESJCQ3W2ZH2F', 'XK8PK8JCSM8N9F2U', 'KKYH8QKF8CSNVQCC', '7CRPXCKDQFXSVD59', 'TEVR9W8C49Q9GTTB', 'CHMCHK8XUFQ7D6K2', 'UPJSGNR25KH4Q2ZB', '5MW9JDN58AKN84JZ', '6K3MDY58PDXXYTK4', 'RVH645383RKU285J', 'XZA3Z585F73YF6XB', 'Y86T6S6KGVA9KK2K', 'UP9BKH8PS563TW7H', 'EDBF9QZPMGFWKCF2', 'SU5YB3RZSHV6CK57', '6CJR7AMDMYBCHPHF', 'NPUWXDGHTDVDMZ22', 'CCSCAT46VPGPU84V', 'JUVX6TYSRYU7NEC7', 'Y56F747HTG5NJVJ2', '83R7YN2HTATZMNDJ', 'JVV6R9ZT6YW5EJW8', '8SG7FNZB48TSNU47', 'RUNEJ9SNRWVKJYEM', 'T7TNUWT42XA7DVTM', 'NDHUX87VM6X7C43K', 'ZAQARRDZ54H8SYWZ', 'GEKEJ85A4JTXNV62', 'ZGMR5TZVDVP9BAJZ', 'DZTYEC39NYWFQHH4', 'HXB7U8VNU778Y64H', 'C894JQ73V84KUCAP', 'EY98XK7CX3TDFSEU', 'FVAS5UA8SGFR8F3D', 'SPB4R8J5N27DQQSQ', 'UAWPFTPE72BUBZD3', '769YREBMANZRADMV', 'Y5R5KN6X33HQKXYQ', 'DJRUA58DGX54N7TK', 'U5D84979R3WEDEZG', 'AYUFXW78ZFBHB4W2', 'WTYJT6E4EW9ES47Z', 'AMB7CGJ9UTSUFQVC', 'B55NV6MFS26KEYZF', 'UE87QRFFVNPNZBMQ', '2QGEV5ETHQT4YSJ9', 'CAHND3U5WKSX5EPP', '366YSX578QVABHUM', 'UQRXPF4A38JNZ22U', 'P8G9X3V9WFMZQJ4W', '39UD3GUGPQQ6C6QC', 'TZPJVS2GCV8M5FXM', '3B4U6MV4BS43H7QN', 'EAUDKWWNQJZTV253', 'TB6772FY9TU65N5Y', 'SJM9FBDF2A9ZY3TP', 'P3AY7H9UZHHJY9NF', 'AVHPNKWHP35GZ5ZH', 'QJBQMHQW8C2YMFE7', '7MEU9KECACNF726X', 'FNEMFFJVAFQ4RXP2', 'J866KC8XCTK2B878', 'CCBFTMENTDWZHXHX', 'F7F2HR4SMGWVPDWV', 'XDAKF6MH95M929MD', 'XSCSZS8YJEU2XGCB', 'TZMVACV3C6DM8SCG', 'J6NBXSM2CMSC5VZJ', 'NUPJUDUW6EE4H77Q', 'U25RRZJSPMWU6ETA', 'HPJVQND9UC2KB6EP', 'YE3SFK8G43N882A6', 'HYQFH6WBUYEZVQ3D', 'DUVEDNCXM5DGYHWK', 'J7GHBWF7BBSBHAPT', '9GTD2VKK8VY7X7T7', '2ZA2F7E78DT4SUGF', 'WQPUCFMJ6FZDMVVG', 'DE3JZKG5YGPQB3QA', '3GQFRCG3EUSBAGEY', 'YJQDGCJAPWZ7MUUN', 'FP3BF6TAB8YG5CKU', 'J24DS786WXCQVGYC', '5K5NRY4NQBUFZW5E', 'UKCGHRU9DE5AD3UU', 'RTE3RF2QGM33J8VB', 'H6CM7XJ9ZZ2JD2NZ', 'RFUTWXE6B6G3GDWS', 'C6SA6BXUYCDNK39C', 'MM7TJCHKTXHFSNVM', 'YU3WEPGE2TZNGN4D', 'N4RRAEEET24Y3CNG', 'NGKDGFMDJUFN9HTU', '7K73AYXKS76XHKNF', '5RH3HREJ5KRRE8G3', 'TUSXZSTYY6YJH244', 'QZ73H5RGR5JYYB4D', 'E77AQEM2DC4VV3FC', 'BN8N7ETBJSKZHM3F', '7E9NYMJZW34HCQZW', '2HBA5YAC4JN3RJQQ', 'WK6P2VY4UVDH4G8W', 'YW3HJ7KYGMCUTBTD', 'CRQMPBXVTMVTNV5Q', '9SP9MTBHBUF7DSV7', 'PGJ6CQV6AFUUNQTU', 'C6KT2PYHVWG3BSNN', 'JUUV7GDPR2NDZZGP', 'YKT2RSJEG79FDSKN', 'T95W2E7EH4UC4W86', 'SXWY3WD58CHKQV26', 'XMKN5D6YPC35GK44', '39FN83U7M4TB4352', 'F4FEZZHFZ3JP7CC8', 'AJ2CPP3XDGYQ9PQS', '2DWFHS986WFWVJVZ'])"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.products"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That is quite a lot! Exact number:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2012"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(offer.products)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Price information for offer's products can come under different _terms_. To find out which terms are available:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['OnDemand'])"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.terms"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The offer information can be reloaded:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime.datetime(2017, 10, 17, 23, 35, 14, 838901, tzinfo=datetime.timezone.utc)"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "offer.reload()\n",
    "offer.accessed"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## AWS Product\n",
    "\n",
    "To get price information for a product, use the `product()` method with the product's SKU and one of the offer's terms. The default term, when not specified, is `OnDemand`.\n",
    "\n",
    "If there is no product information for the requested term a `ValueError` exception is raised."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "prod = offer.product('WP9ANXZGBYYSGJEA')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Various product information:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'WP9ANXZGBYYSGJEA'"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prod.sku"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Storage'"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prod.family"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'availability': '99.99%',\n",
       " 'durability': '99.999999999%',\n",
       " 'location': 'US East (N. Virginia)',\n",
       " 'locationType': 'AWS Region',\n",
       " 'operation': '',\n",
       " 'servicecode': 'AmazonS3',\n",
       " 'storageClass': 'General Purpose',\n",
       " 'usagetype': 'TimedStorage-ByteHrs',\n",
       " 'volumeType': 'Standard'}"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prod.attributes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All attributes are available in a dictionary so to access any of them is simple:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'US East (N. Virginia)'"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prod.attributes['location']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'OnDemand'"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prod.term_type"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "## AWS Product Pricing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<aws_price_list.AWSProductPricing at 0x107c6f6a0>]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pricing = prod.pricing\n",
    "pricing"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Various product pricing information:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'JRTCKXETXF'"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pricing[0].code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'WP9ANXZGBYYSGJEA'"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pricing[0].product_sku"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{}"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pricing[0].attributes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "datetime.datetime(2017, 8, 1, 0, 0, tzinfo=datetime.timezone.utc)"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pricing[0].effective_from"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To calculate the price for a given amount (unit conversion not supported):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10.54872"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pricing[0].get_price(458.64)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The unit of the calculated price above:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'GB-Mo'"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pricing[0].price_unit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## AWS Product Pricing Tier"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The most atomic pricing information about an AWS offer's product is accessed via:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<aws_price_list.AWSProductPriceTier at 0x10962de10>,\n",
       " <aws_price_list.AWSProductPriceTier at 0x107c6fba8>,\n",
       " <aws_price_list.AWSProductPriceTier at 0x10962dd68>]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tiers = pricing[0].tiers\n",
    "tiers"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Various price tier information:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WP9ANXZGBYYSGJEA.JRTCKXETXF.PGHJ3S3EYE\n",
      "WP9ANXZGBYYSGJEA.JRTCKXETXF.D42MF2PVJS\n",
      "WP9ANXZGBYYSGJEA.JRTCKXETXF.PXJDJ3YRG3\n"
     ]
    }
   ],
   "source": [
    "for t in tiers:\n",
    "    print(t.rate_code)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "$0.023 per GB - first 50 TB / month of storage used\n",
      "$0.022 per GB - next 450 TB / month of storage used\n",
      "$0.021 per GB - storage used / month over 500 TB\n"
     ]
    }
   ],
   "source": [
    "for t in tiers:\n",
    "    print(t.description)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[]\n",
      "[]\n",
      "[]\n"
     ]
    }
   ],
   "source": [
    "for t in tiers:\n",
    "    print(t.applies_to)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The pricing tiers are always sorted on the tier's begin range value:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "from: 0.0, to: 51200.0, price: $0.023 GB-Mo\n",
      "from: 51200.0, to: 512000.0, price: $0.022 GB-Mo\n",
      "from: 512000.0, to: inf, price: $0.021 GB-Mo\n"
     ]
    }
   ],
   "source": [
    "for t in tiers:\n",
    "    print('from: {}, to: {}, price: ${} {}'\n",
    "          .format(t.begin_range, t.end_range, t.price, t.unit))"
   ]
  }
 ],
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