diff --git a/notebooks/02_API.ipynb b/notebooks/02_API.ipynb index 0402961..772cdbd 100644 --- a/notebooks/02_API.ipynb +++ b/notebooks/02_API.ipynb @@ -2,9 +2,18 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid character '๐Ÿ“ˆ' (U+1F4C8) (3606104645.py, line 1)", + "output_type": "error", + "traceback": [ + " \u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[3]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[31m \u001b[39m\u001b[31m1. ๐Ÿ“ˆ Market Prices & Volume\u001b[39m\n ^\n\u001b[31mSyntaxError\u001b[39m\u001b[31m:\u001b[39m invalid character '๐Ÿ“ˆ' (U+1F4C8)\n" + ] + } + ], "source": [ "\t1. ๐Ÿ“ˆ Market Prices & Volume\n", "\t\tโ—‹ Yahoo Finance API โ†’ Futures Prices # via yfinance or yahoo_fin\n", @@ -38,9 +47,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'pkg_resources'", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mModuleNotFoundError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[4]\u001b[39m\u001b[32m, line 6\u001b[39m\n\u001b[32m 4\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01malpha_vantage\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mtimeseries\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m TimeSeries\n\u001b[32m 5\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mfredapi\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m Fred\n\u001b[32m----> \u001b[39m\u001b[32m6\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpyowm\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mowm\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m OWM\n\u001b[32m 7\u001b[39m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mdatetime\u001b[39;00m\n\u001b[32m 8\u001b[39m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mjson\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\ziran\\Desktop\\Test\\materia\\.venv\\Lib\\site-packages\\pyowm\\__init__.py:4\u001b[39m\n\u001b[32m 1\u001b[39m \u001b[38;5;66;03m#!/usr/bin/env python\u001b[39;00m\n\u001b[32m 2\u001b[39m \u001b[38;5;66;03m# -*- coding: utf-8 -*-\u001b[39;00m\n\u001b[32m----> \u001b[39m\u001b[32m4\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpyowm\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mowm\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m OWM\n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\ziran\\Desktop\\Test\\materia\\.venv\\Lib\\site-packages\\pyowm\\owm.py:14\u001b[39m\n\u001b[32m 12\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpyowm\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01muvindexapi30\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m uvindex_manager\n\u001b[32m 13\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpyowm\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mutils\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m config \u001b[38;5;28;01mas\u001b[39;00m cfg\n\u001b[32m---> \u001b[39m\u001b[32m14\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpyowm\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mcommons\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m cityidregistry\n\u001b[32m 15\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpyowm\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mweatherapi25\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m weather_manager\n\u001b[32m 18\u001b[39m \u001b[38;5;28;01mclass\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mOWM\u001b[39;00m:\n", + "\u001b[36mFile \u001b[39m\u001b[32mc:\\Users\\ziran\\Desktop\\Test\\materia\\.venv\\Lib\\site-packages\\pyowm\\commons\\cityidregistry.py:7\u001b[39m\n\u001b[32m 5\u001b[39m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01msqlite3\u001b[39;00m\n\u001b[32m 6\u001b[39m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mtempfile\u001b[39;00m\n\u001b[32m----> \u001b[39m\u001b[32m7\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpkg_resources\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m resource_filename\n\u001b[32m 8\u001b[39m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01mpyowm\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mweatherapi25\u001b[39;00m\u001b[34;01m.\u001b[39;00m\u001b[34;01mlocation\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m Location\n\u001b[32m 10\u001b[39m CITY_ID_DB_PATH = \u001b[33m'\u001b[39m\u001b[33mcityids/cities.db.bz2\u001b[39m\u001b[33m'\u001b[39m\n", + "\u001b[31mModuleNotFoundError\u001b[39m: No module named 'pkg_resources'" + ] + } + ], "source": [ "#Example Code for API Requests\n", "import requests\n", @@ -159,6 +183,906 @@ "# Alternative: USDA GAIN reports: https://apps.fas.usda.gov/gainsearch/\n" ] }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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'0... \n", + "8 {'commodityCode': '0440000', 'countryCode': '0... \n", + "9 {'commodityCode': '0440000', 'countryCode': '0... \n", + "10 {'commodityCode': '0440000', 'countryCode': '0... \n", + "\n", + " 9 \\\n", + "0 {'commodityCode': '0440000', 'countryCode': '0... \n", + "1 {'commodityCode': '0440000', 'countryCode': '0... \n", + "2 {'commodityCode': '0440000', 'countryCode': '0... \n", + "3 {'commodityCode': '0440000', 'countryCode': '0... \n", + "4 {'commodityCode': '0440000', 'countryCode': '0... \n", + "5 {'commodityCode': '0440000', 'countryCode': '0... \n", + "6 {'commodityCode': '0440000', 'countryCode': '0... \n", + "7 {'commodityCode': '0440000', 'countryCode': '0... \n", + "8 {'commodityCode': '0440000', 'countryCode': '0... \n", + "9 {'commodityCode': '0440000', 'countryCode': '0... \n", + "10 {'commodityCode': '0440000', 'countryCode': '0... \n", + "\n", + " 10 \\\n", + "0 {'commodityCode': '0440000', 'countryCode': '0... \n", + "1 {'commodityCode': '0440000', 'countryCode': '0... \n", + "2 {'commodityCode': '0440000', 'countryCode': '0... \n", + "3 {'commodityCode': '0440000', 'countryCode': '0... \n", + "4 {'commodityCode': '0440000', 'countryCode': '0... \n", + "5 {'commodityCode': '0440000', 'countryCode': '0... \n", + "6 {'commodityCode': '0440000', 'countryCode': '0... \n", + "7 {'commodityCode': '0440000', 'countryCode': '0... \n", + "8 {'commodityCode': '0440000', 'countryCode': '0... \n", + "9 {'commodityCode': '0440000', 'countryCode': '0... \n", + "10 {'commodityCode': '0440000', 'countryCode': '0... \n", + "\n", + " 11 \\\n", + "0 {'commodityCode': '0440000', 'countryCode': '0... \n", + "1 {'commodityCode': '0440000', 'countryCode': '0... \n", + "2 {'commodityCode': '0440000', 'countryCode': '0... \n", + "3 {'commodityCode': '0440000', 'countryCode': '0... \n", + "4 {'commodityCode': '0440000', 'countryCode': '0... \n", + "5 {'commodityCode': '0440000', 'countryCode': '0... \n", + "6 {'commodityCode': '0440000', 'countryCode': '0... \n", + "7 {'commodityCode': '0440000', 'countryCode': '0... \n", + "8 {'commodityCode': '0440000', 'countryCode': '0... \n", + "9 {'commodityCode': '0440000', 'countryCode': '0... \n", + "10 {'commodityCode': '0440000', 'countryCode': '0... \n", + "\n", + " 12 \\\n", + "0 {'commodityCode': '0440000', 'countryCode': '0... \n", + "1 {'commodityCode': '0440000', 'countryCode': '0... \n", + "2 {'commodityCode': '0440000', 'countryCode': '0... \n", + "3 {'commodityCode': '0440000', 'countryCode': '0... \n", + "4 {'commodityCode': '0440000', 'countryCode': '0... \n", + "5 {'commodityCode': '0440000', 'countryCode': '0... \n", + "6 {'commodityCode': '0440000', 'countryCode': '0... \n", + "7 {'commodityCode': '0440000', 'countryCode': '0... \n", + "8 {'commodityCode': '0440000', 'countryCode': '0... \n", + "9 {'commodityCode': '0440000', 'countryCode': '0... \n", + "10 {'commodityCode': '0440000', 'countryCode': '0... \n", + "\n", + " 13 \\\n", + "0 {'commodityCode': '0440000', 'countryCode': '0... \n", + "1 {'commodityCode': '0440000', 'countryCode': '0... \n", + "2 {'commodityCode': '0440000', 'countryCode': '0... \n", + "3 {'commodityCode': '0440000', 'countryCode': '0... \n", + "4 {'commodityCode': '0440000', 'countryCode': '0... \n", + "5 {'commodityCode': '0440000', 'countryCode': '0... \n", + "6 {'commodityCode': '0440000', 'countryCode': '0... \n", + "7 {'commodityCode': '0440000', 'countryCode': '0... \n", + "8 {'commodityCode': '0440000', 'countryCode': '0... \n", + "9 {'commodityCode': '0440000', 'countryCode': '0... \n", + "10 {'commodityCode': '0440000', 'countryCode': '0... \n", + "\n", + " 14 \n", + "0 {'commodityCode': '0440000', 'countryCode': '0... \n", + "1 {'commodityCode': '0440000', 'countryCode': '0... \n", + "2 {'commodityCode': '0440000', 'countryCode': '0... \n", + "3 {'commodityCode': '0440000', 'countryCode': '0... \n", + "4 {'commodityCode': '0440000', 'countryCode': '0... \n", + "5 {'commodityCode': '0440000', 'countryCode': '0... \n", + "6 {'commodityCode': '0440000', 'countryCode': '0... \n", + "7 {'commodityCode': '0440000', 'countryCode': '0... \n", + "8 {'commodityCode': '0440000', 'countryCode': '0... \n", + "9 {'commodityCode': '0440000', 'countryCode': '0... \n", + "10 {'commodityCode': '0440000', 'countryCode': '0... " + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import requests\n", + "import pandas as pd\n", + "\n", + "# Define the commodity code for corn\n", + "commodity_code = '0440000'\n", + "\n", + "# Define the years of interest\n", + "years = range(2010, 2021)\n", + "\n", + "# Initialize an empty list to store the data\n", + "data = []\n", + "\n", + "# Loop through each year and fetch the data\n", + "for year in years:\n", + " url = f'https://api.fas.usda.gov/api/psd/commodity/{commodity_code}/world/year/{year}?api_key=n1cDatmPp2b18qqKOgDKVndjdrUk4oUgB9HALoVA'\n", + " response = requests.get(url)\n", + " if response.status_code == 200:\n", + " data.append(response.json())\n", + " else:\n", + " print(f'Failed to fetch data for {year}')\n", + "\n", + "# Convert the list of data into a DataFrame\n", + "df = pd.DataFrame(data)\n", + "\n", + "# Display the DataFrame\n", + "df\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " commodityCode countryCode marketYear calendarYear month attributeId \\\n", + "0 0440000 00 2011 2025 04 4 \n", + "1 0440000 00 2011 2025 04 20 \n", + "2 0440000 00 2011 2025 04 28 \n", + "3 0440000 00 2011 2025 04 57 \n", + "4 0440000 00 2011 2025 04 81 \n", + "\n", + " unitId value \n", + "0 4 175808.0 \n", + "1 8 115328.0 \n", + "2 8 910355.0 \n", + "3 8 100631.0 \n", + "4 8 101710.0 \n" + ] + } + ], + "source": [ + "import requests\n", + "import pandas as pd\n", + "\n", + "# Define the URL for the USDA API\n", + "url = \"https://api.fas.usda.gov/api/psd/commodity/0440000/world/year/2011?api_key=n1cDatmPp2b18qqKOgDKVndjdrUk4oUgB9HALoVA\"\n", + "\n", + "# Fetch the data\n", + "response = requests.get(url)\n", + "data = response.json()\n", + "\n", + "# Convert the JSON data to a pandas DataFrame\n", + "df = pd.DataFrame(data)\n", + "\n", + "# Display the DataFrame\n", + "print(df.head())\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " commodityCode countryCode marketYear calendarYear month attributeId \\\n", + "0 0440000 00 2011 2025 04 4 \n", + "1 0440000 00 2011 2025 04 20 \n", + "2 0440000 00 2011 2025 04 28 \n", + "3 0440000 00 2011 2025 04 57 \n", + "4 0440000 00 2011 2025 04 81 \n", + "\n", + " unitId value \n", + "0 4 175808.0 \n", + "1 8 115328.0 \n", + "2 8 910355.0 \n", + "3 8 100631.0 \n", + "4 8 101710.0 \n" + ] + } + ], + "source": [ + "import requests\n", + "import pandas as pd\n", + "\n", + "# Define the URL for the USDA API\n", + "url = \"https://api.fas.usda.gov/api/psd/commodity/0440000/world/year/2011?api_key=n1cDatmPp2b18qqKOgDKVndjdrUk4oUgB9HALoVA\"\n", + "\n", + "# Fetch the data\n", + "response = requests.get(url)\n", + "data = response.json()\n", + "\n", + "# Convert the JSON data to a pandas DataFrame\n", + "df = pd.DataFrame(data)\n", + "\n", + "# Display the DataFrame\n", + "print(df.head())\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Status code: 200\n", + "Number of entries: 63\n" + ] + } + ], + "source": [ + "import requests\n", + "\n", + "API_KEY = \"n1cDatmPp2b18qqKOgDKVndjdrUk4oUgB9HALoVA\"\n", + "url = f\"https://api.fas.usda.gov/api/psd/commodities?api_key={API_KEY}\"\n", + "\n", + "resp = requests.get(url)\n", + "print(\"Status code:\", resp.status_code)\n", + "resp.raise_for_status()\n", + "\n", + "data = resp.json()\n", + "print(\"Number of entries:\", len(data))\n", + "\n", + "# Print each commodity code\n", + "for item in data:\n", + " code = item.get(\"commodity_code\") or item.get(\"Commodity_Code\")\n", + " if code:\n", + " print(code)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Status code: 200\n", + "Total commodity entries found: 63\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n", + "None\n" + ] + } + ], + "source": [ + "import requests\n", + "\n", + "API_KEY = \"n1cDatmPp2b18qqKOgDKVndjdrUk4oUgB9HALoVA\"\n", + "url = f\"https://api.fas.usda.gov/api/psd/commodities?api_key={API_KEY}\"\n", + "\n", + "resp = requests.get(url)\n", + "print(\"Status code:\", resp.status_code)\n", + "resp.raise_for_status()\n", + "\n", + "payload = resp.json()\n", + "\n", + "# Detect where the list of commodities lives\n", + "if isinstance(payload, dict):\n", + " for wrap_key in (\"data\", \"value\", \"commodities\"):\n", + " if wrap_key in payload and isinstance(payload[wrap_key], list):\n", + " entries = payload[wrap_key]\n", + " break\n", + " else:\n", + " entries = []\n", + "else:\n", + " entries = payload\n", + "\n", + "print(\"Total commodity entries found:\", len(entries))\n", + "\n", + "# Print each code\n", + "for item in entries:\n", + " code = item.get(\"commodity_code\") or item.get(\"Commodity_Code\")\n", + " print(code)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0577400 Almonds, Shelled Basis\n", + "0011000 Animal Numbers, Cattle\n", + "0013000 Animal Numbers, Swine\n", + "0574000 Apples, Fresh\n", + "0430000 Barley\n", + "0579305 Cherries (Sweet&Sour), Fresh\n", + "0711100 Coffee, Green\n", + "0440000 Corn\n", + "2631000 Cotton\n", + "0230000 Dairy, Butter\n", + "0240000 Dairy, Cheese\n", + "0224400 Dairy, Dry Whole Milk Powder\n", + "0223000 Dairy, Milk, Fluid\n", + "0224200 Dairy, Milk, Nonfat Dry\n", + "0572220 Grapefruit, Fresh\n", + "0575100 Grapes, Fresh Table\n", + "0572120 Lemons/Limes, Fresh\n", + "0813700 Meal, Copra\n", + "0813300 Meal, Cottonseed\n", + "0814200 Meal, Fish\n", + "0813800 Meal, Palm Kernel\n", + "0813200 Meal, Peanut\n", + "0813600 Meal, Rapeseed\n", + "0813100 Meal, Soybean\n", + "0813101 Meal, Soybean (Local)\n", + "0813500 Meal, Sunflowerseed\n", + "0111000 Meat, Beef and Veal\n", + "0115000 Meat, Chicken\n", + "0113000 Meat, Swine\n", + "0459100 Millet\n", + "0459900 Mixed Grain\n", + "0452000 Oats\n", + "4242000 Oil, Coconut\n", + "4233000 Oil, Cottonseed\n", + "4235000 Oil, Olive\n", + "4243000 Oil, Palm\n", + "4244000 Oil, Palm Kernel\n", + "4234000 Oil, Peanut\n", + "4239100 Oil, Rapeseed\n", + "4232000 Oil, Soybean\n", + "4232001 Oil, Soybean (Local)\n", + "4236000 Oil, Sunflowerseed\n", + "2231000 Oilseed, Copra\n", + "2223000 Oilseed, Cottonseed\n", + "2232000 Oilseed, Palm Kernel\n", + "2221000 Oilseed, Peanut\n", + "2226000 Oilseed, Rapeseed\n", + "2222000 Oilseed, Soybean\n", + "2222001 Oilseed, Soybean (Local)\n", + "2224000 Oilseed, Sunflowerseed\n", + "0585100 Orange Juice\n", + "0571120 Oranges, Fresh\n", + "0579309 Peaches & Nectarines, Fresh\n", + "0579220 Pears, Fresh\n", + "0577907 Pistachios, Inshell Basis\n", + "0114200 Poultry, Meat, Broiler\n", + "0422110 Rice, Milled\n", + "0451000 Rye\n", + "0459200 Sorghum\n", + "0612000 Sugar, Centrifugal\n", + "0571220 Tangerines/Mandarins, Fresh\n", + "0577901 Walnuts, Inshell Basis\n", + "0410000 Wheat\n", + "First entry keys: ['commodityCode', 'commodityName']\n", + "\n", + "First entry full content:\n", + "{\n", + " \"commodityCode\": \"0577400\",\n", + " \"commodityName\": \"Almonds, Shelled Basis\"\n", + "}\n" + ] + } + ], + "source": [ + "import requests, json\n", + "\n", + "API_KEY = \"n1cDatmPp2b18qqKOgDKVndjdrUk4oUgB9HALoVA\"\n", + "url = f\"https://api.fas.usda.gov/api/psd/commodities?api_key={API_KEY}\"\n", + "\n", + "resp = requests.get(url)\n", + "resp.raise_for_status()\n", + "payload = resp.json()\n", + "for item in payload:\n", + " print(item[\"commodityCode\"] + \" \"+ item[\"commodityName\"])\n", + " \n", + "# Inspect the keys of the first entry\n", + "print(\"First entry keys:\", list(payload[0].keys()))\n", + "print(\"\\nFirst entry full content:\")\n", + "print(json.dumps(payload[0], indent=2))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Returned 63 commodities:\n", + "\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n", + "None โ€“ None\n" + ] + } + ], + "source": [ + "import requests\n", + "\n", + "API_KEY = \"n1cDatmPp2b18qqKOgDKVndjdrUk4oUgB9HALoVA\"\n", + "url = f\"https://api.fas.usda.gov/api/psd/commodities?api_key={API_KEY}\"\n", + "\n", + "resp = requests.get(url)\n", + "resp.raise_for_status()\n", + "data = resp.json()\n", + "\n", + "print(f\"Returned {len(data)} commodities:\\n\")\n", + "for item in data:\n", + " code = item.get(\"commodity_code\") or item.get(\"Commodity_Code\")\n", + " desc = item.get(\"commodity_desc\") or item.get(\"Commodity_Desc\")\n", + " # If the description key is different, inspect one entry with `print(item.keys())` to find the right name\n", + " print(f\"{code} โ€“ {desc}\")\n" + ] + }, { "cell_type": "code", "execution_count": null, @@ -168,8 +1092,22 @@ } ], "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, "language_info": { - "name": "python" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.3" } }, "nbformat": 4, diff --git a/notebooks/PSD Commodities.txt b/notebooks/PSD Commodities.txt new file mode 100644 index 0000000..ee517a1 --- /dev/null +++ b/notebooks/PSD Commodities.txt @@ -0,0 +1,31 @@ +PSD Data API - Production, Supply and Distribution Forecast Data of World Agricultural Commodities + +Valid markets with futures trading on CME or ICE: + +0011000 โ€“ Animal Numbers, Cattle (CME Live Cattle, LE) + +0013000 โ€“ Animal Numbers, Swine (CME Lean Hogs, HE) + +0711100 โ€“ Coffee, Green (ICE โ€œCoffee Cโ€, KC) + +0440000 โ€“ Corn (CBOT Corn, ZC) + +2631000 โ€“ Cotton (ICE Cotton No. 2, CT) + +0813100 โ€“ Meal, Soybean (CBOT Soybean Meal, ZM) + +0813101 โ€“ Meal, Soybean (Local) (same as CBOT Soybean Meal, ZM) + +0422110 โ€“ Rice, Milled (CBOT Rough Rice, ZR) + +0452000 โ€“ Oats (CBOT Oats, ZO) + +0612000 โ€“ Sugar, Centrifugal (ICE Sugar No. 11, SB) + +0410000 โ€“ Wheat (CBOT Wheat, ZW) + +4232000 โ€“ Oil, Soybean (CBOT Soybean Oil, ZL) + +4239100 โ€“ Oil, Rapeseed (ICE Rapeseed, RS) + +0585100 โ€“ Orange Juice (ICE Frozen Concentrated Orange Juice, OJ) \ No newline at end of file diff --git a/pyproject.toml b/pyproject.toml index 45aa367..e437d94 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,8 +8,11 @@ authors = [ ] requires-python = ">=3.13" dependencies = [ + "alpha-vantage>=3.0.0", + "fredapi>=0.5.2", "httpx>=0.28.1", "ipykernel>=6.29.5", + "pyowm>=3.3.0", "yfinance>=0.2.54", ] diff --git a/uv.lock b/uv.lock index 8233d29..0cfd792 100644 --- a/uv.lock +++ b/uv.lock @@ 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