SupplementaryFeature - Amazon Forecast
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SupplementaryFeature

Note

This object belongs to the CreatePredictor operation. If you created your predictor with CreateAutoPredictor, see AdditionalDataset.

Describes a supplementary feature of a dataset group. This object is part of the InputDataConfig object. Forecast supports the Weather Index and Holidays built-in featurizations.

Weather Index

The Amazon Forecast Weather Index is a built-in featurization that incorporates historical and projected weather information into your model. The Weather Index supplements your datasets with over two years of historical weather data and up to 14 days of projected weather data. For more information, see Amazon Forecast Weather Index.

Holidays

Holidays is a built-in featurization that incorporates a feature-engineered dataset of national holiday information into your model. It provides native support for the holiday calendars of 66 countries. To view the holiday calendars, refer to the Jollyday library. For more information, see Holidays Featurization.

Contents

Name

The name of the feature. Valid values: "holiday" and "weather".

Type: String

Length Constraints: Minimum length of 1. Maximum length of 63.

Pattern: ^[a-zA-Z][a-zA-Z0-9_]*

Required: Yes

Value

Weather Index

To enable the Weather Index, set the value to "true"

Holidays

To enable Holidays, specify a country with one of the following two-letter country codes:

  • "AL" - ALBANIA

  • "AR" - ARGENTINA

  • "AT" - AUSTRIA

  • "AU" - AUSTRALIA

  • "BA" - BOSNIA HERZEGOVINA

  • "BE" - BELGIUM

  • "BG" - BULGARIA

  • "BO" - BOLIVIA

  • "BR" - BRAZIL

  • "BY" - BELARUS

  • "CA" - CANADA

  • "CL" - CHILE

  • "CO" - COLOMBIA

  • "CR" - COSTA RICA

  • "HR" - CROATIA

  • "CZ" - CZECH REPUBLIC

  • "DK" - DENMARK

  • "EC" - ECUADOR

  • "EE" - ESTONIA

  • "ET" - ETHIOPIA

  • "FI" - FINLAND

  • "FR" - FRANCE

  • "DE" - GERMANY

  • "GR" - GREECE

  • "HU" - HUNGARY

  • "IS" - ICELAND

  • "IN" - INDIA

  • "IE" - IRELAND

  • "IT" - ITALY

  • "JP" - JAPAN

  • "KZ" - KAZAKHSTAN

  • "KR" - KOREA

  • "LV" - LATVIA

  • "LI" - LIECHTENSTEIN

  • "LT" - LITHUANIA

  • "LU" - LUXEMBOURG

  • "MK" - MACEDONIA

  • "MT" - MALTA

  • "MX" - MEXICO

  • "MD" - MOLDOVA

  • "ME" - MONTENEGRO

  • "NL" - NETHERLANDS

  • "NZ" - NEW ZEALAND

  • "NI" - NICARAGUA

  • "NG" - NIGERIA

  • "NO" - NORWAY

  • "PA" - PANAMA

  • "PY" - PARAGUAY

  • "PE" - PERU

  • "PL" - POLAND

  • "PT" - PORTUGAL

  • "RO" - ROMANIA

  • "RU" - RUSSIA

  • "RS" - SERBIA

  • "SK" - SLOVAKIA

  • "SI" - SLOVENIA

  • "ZA" - SOUTH AFRICA

  • "ES" - SPAIN

  • "SE" - SWEDEN

  • "CH" - SWITZERLAND

  • "UA" - UKRAINE

  • "AE" - UNITED ARAB EMIRATES

  • "US" - UNITED STATES

  • "UK" - UNITED KINGDOM

  • "UY" - URUGUAY

  • "VE" - VENEZUELA

Type: String

Length Constraints: Maximum length of 256.

Pattern: ^[a-zA-Z0-9\_\-]+$

Required: Yes

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: