From e787e13d3d3b8b609a3d3be8a2dc774cdf4add94 Mon Sep 17 00:00:00 2001 From: Danglewood <85772166+deeleeramone@users.noreply.github.com> Date: Thu, 5 Dec 2024 08:15:45 -0800 Subject: [PATCH] [Enhancement] Add IMF Financial Soundness Indicators Set (#6960) * add IMF Financial Soundness Indicators Set * finish the APIEx * fix docstring * typo * lint * update readme * fix test..? * add Eastern Caribbean Currency Union to country map * mypy * more linting * more linting * improve title consistency between IRFCL and FSI * clear commented out code --- .../economy/integration/test_economy_api.py | 1 + .../integration/test_economy_python.py | 1 + .../economy/openbb_economy/economy_router.py | 18 + openbb_platform/openbb/assets/reference.json | 53 +- openbb_platform/openbb/package/economy.py | 212 +- openbb_platform/providers/imf/README.md | 2 + .../openbb_imf/assets/imf_country_map.json | 1 + .../imf/openbb_imf/assets/imf_symbols.json | 23340 +++++++++++++++- .../openbb_imf/models/available_indicators.py | 77 +- .../openbb_imf/models/economic_indicators.py | 140 +- .../imf/openbb_imf/utils/constants.py | 32 + .../imf/openbb_imf/utils/fsi_helpers.py | 247 + .../providers/imf/openbb_imf/utils/helpers.py | 34 + .../imf/openbb_imf/utils/irfcl_helpers.py | 94 +- 14 files changed, 23543 insertions(+), 709 deletions(-) create mode 100644 openbb_platform/providers/imf/openbb_imf/utils/fsi_helpers.py create mode 100644 openbb_platform/providers/imf/openbb_imf/utils/helpers.py diff --git a/openbb_platform/extensions/economy/integration/test_economy_api.py b/openbb_platform/extensions/economy/integration/test_economy_api.py index e53ab3e6c69..599b11aa296 100644 --- a/openbb_platform/extensions/economy/integration/test_economy_api.py +++ b/openbb_platform/extensions/economy/integration/test_economy_api.py @@ -638,6 +638,7 @@ def test_economy_indicators(params, headers): "params", [ ({"provider": "econdb", "use_cache": False}), + ({"provider": "imf", "query": "balance sheet;households;debt"}), ], ) @pytest.mark.integration diff --git a/openbb_platform/extensions/economy/integration/test_economy_python.py b/openbb_platform/extensions/economy/integration/test_economy_python.py index a04a6ea460d..d597c167c96 100644 --- a/openbb_platform/extensions/economy/integration/test_economy_python.py +++ b/openbb_platform/extensions/economy/integration/test_economy_python.py @@ -580,6 +580,7 @@ def test_economy_country_profile(params, obb): "params", [ ({"provider": "econdb", "use_cache": False}), + ({"provider": "imf", "query": "balance sheet;households;debt"}), ], ) @pytest.mark.integration diff --git a/openbb_platform/extensions/economy/openbb_economy/economy_router.py b/openbb_platform/extensions/economy/openbb_economy/economy_router.py index 293ff1e0576..91e1e2d5fd2 100644 --- a/openbb_platform/extensions/economy/openbb_economy/economy_router.py +++ b/openbb_platform/extensions/economy/openbb_economy/economy_router.py @@ -434,6 +434,24 @@ async def available_indicators( "frequency": "annual", }, ), + APIEx( + description=( + "When the provider is 'imf', additional presets return the core Financial Soundness Indicators." + "\n 'fsi_core' - Core FSIs" + "\n 'fsi_encouraged_set' - Encouraged Set of FSIs," + "\n 'fsi_core_underlying' - Underlying data for the Core FSIs." + "\n 'fsi_other' - Additional/Other FSIs that are not in the Core or Encouraged Set." + "\n 'fsi_all' - all FSI data for a single country." + ), + parameters={ + "provider": "imf", + "symbol": "fsi_encouraged_set", + "country": "us,fr,gb", + "start_date": "2022-01-01", + "end_date": "2023-12-31", + "frequency": "annual", + }, + ), ], ) async def indicators( diff --git a/openbb_platform/openbb/assets/reference.json b/openbb_platform/openbb/assets/reference.json index ad1627558bf..570b3c857d4 100644 --- a/openbb_platform/openbb/assets/reference.json +++ b/openbb_platform/openbb/assets/reference.json @@ -7679,7 +7679,16 @@ "choices": null } ], - "imf": [] + "imf": [ + { + "name": "query", + "type": "Union[str, List[str]]", + "description": "The query string to search through the available indicators. Use semicolons to separate multiple terms. Multiple items allowed for provider(s): imf.", + "default": null, + "optional": true, + "choices": null + } + ] }, "returns": { "OBBject": [ @@ -7828,6 +7837,14 @@ } ], "imf": [ + { + "name": "dataset", + "type": "str", + "description": "The IMF dataset associated with the symbol.", + "default": null, + "optional": true, + "choices": null + }, { "name": "table", "type": "str", @@ -7846,11 +7863,27 @@ }, { "name": "order", - "type": "int", + "type": "Union[int, float]", "description": "Order of the data, relative to the table.", "default": null, "optional": true, "choices": null + }, + { + "name": "children", + "type": "str", + "description": "The symbol of the child data, if any.", + "default": null, + "optional": true, + "choices": null + }, + { + "name": "unit", + "type": "str", + "description": "The unit of the data.", + "default": null, + "optional": true, + "choices": null } ] }, @@ -7862,7 +7895,7 @@ "message": null }, "description": "Get economic indicators by country and indicator.", - "examples": "\nExamples\n--------\n\n```python\nfrom openbb import obb\nobb.economy.indicators(provider='econdb', symbol=PCOCO)\n# Enter the country as the full name, or iso code. Use `available_indicators()` to get a list of supported indicators from EconDB.\nobb.economy.indicators(symbol=CPI, country='united_states,jp', provider='econdb')\n# Use the `main` symbol to get the group of main indicators for a country.\nobb.economy.indicators(provider='econdb', symbol=main, country='eu')\n# When the provider is 'imf', the absence of a symbol will default to 'irfcl_top_lines'. Use 'IRFCL' to get all the data from the set of indicators.\nobb.economy.indicators(provider='imf')\n# When the provider is 'imf', complete tables are returned by using a 'preset'. Refer to the function's docstring for descriptions of each preset. When no country is supplied, the data is returned for all countries.\nobb.economy.indicators(provider='imf', symbol=gold_reserves)\n# When the provider is 'imf', multiple countries and symbols can be supplied. Enter countries as a two-letter ISO country code, or the country name in lower_snake_case.\nobb.economy.indicators(provider='imf', symbol=RAFA_USD,RAPFA_USD,RAFA_RAPFA_RO, country='us,china,jp,4f,gb', start_date='2010-01-01', end_date='2020-12-31', frequency=annual)\n```\n\n", + "examples": "\nExamples\n--------\n\n```python\nfrom openbb import obb\nobb.economy.indicators(provider='econdb', symbol=PCOCO)\n# Enter the country as the full name, or iso code. Use `available_indicators()` to get a list of supported indicators from EconDB.\nobb.economy.indicators(symbol=CPI, country='united_states,jp', provider='econdb')\n# Use the `main` symbol to get the group of main indicators for a country.\nobb.economy.indicators(provider='econdb', symbol=main, country='eu')\n# When the provider is 'imf', the absence of a symbol will default to 'irfcl_top_lines'. Use 'IRFCL' to get all the data from the set of indicators.\nobb.economy.indicators(provider='imf')\n# When the provider is 'imf', complete tables are returned by using a 'preset'. Refer to the function's docstring for descriptions of each preset. When no country is supplied, the data is returned for all countries.\nobb.economy.indicators(provider='imf', symbol=gold_reserves)\n# When the provider is 'imf', multiple countries and symbols can be supplied. Enter countries as a two-letter ISO country code, or the country name in lower_snake_case.\nobb.economy.indicators(provider='imf', symbol=RAFA_USD,RAPFA_USD,RAFA_RAPFA_RO, country='us,china,jp,4f,gb', start_date='2010-01-01', end_date='2020-12-31', frequency=annual)\n# When the provider is 'imf', additional presets return the core Financial Soundness Indicators.\n 'fsi_core' - Core FSIs\n 'fsi_encouraged_set' - Encouraged Set of FSIs,\n 'fsi_core_underlying' - Underlying data for the Core FSIs.\n 'fsi_other' - Additional/Other FSIs that are not in the Core or Encouraged Set.\n 'fsi_all' - all FSI data for a single country.\nobb.economy.indicators(provider='imf', symbol=fsi_encouraged_set, country='us,fr,gb', start_date='2022-01-01', end_date='2023-12-31', frequency=annual)\n```\n\n", "parameters": { "standard": [ { @@ -8145,7 +8178,7 @@ { "name": "symbol", "type": "Union[str, List[str]]", - "description": "Symbol to get data for. Use `available_indicators()` to get the list of available symbols. Use 'IRFCL' to get all the data from the set of indicators. Complete tables are available only by single country, and are keyed as described below. The default is 'irfcl_top_lines'. Available presets not listed in `available_indicators()` are:\n\n 'IRFCL': All the data from the set of indicators. Not compatible with multiple countries.\n 'irfcl_top_lines': The default, top line items from the IRFCL data. Compatible with multiple countries.\n 'reserve_assets_and_other_fx_assets': Table I of the IRFCL data. Not compatible with multiple countries.\n 'predetermined_drains_on_fx_assets': Table II of the IRFCL data. Not compatible with multiple countries.\n 'contingent_drains_fx_assets': Table III of the IRFCL data. Not compatible with multiple countries.\n 'memorandum_items': The memorandum items table of the IRFCL data. Not compatible with multiple countries.\n 'gold_reserves': Gold reserves as value in USD and Fine Troy Ounces. Compatible with multiple countries.\n 'derivative_assets': Net derivative assets as value in USD. Compatible with multipile countries. Multiple items allowed for provider(s): imf.", + "description": "Symbol to get data for. Use `available_indicators()` to get the list of available symbols. Use 'IRFCL' to get all the data from International Reserves & Foreign Currency Liquidity indicators. Use 'core_fsi' to get the core Financial Soundness Indicators. Use 'core_fsi_underlying' to include underlying data for the core Financial Soundness Indicators. Complete tables are available only by single country, and are keyed as described below. The default is 'irfcl_top_lines'. Available presets not listed in `available_indicators()` are:\n\n 'IRFCL': All the data from the set of indicators. Not compatible with multiple countries.\n 'irfcl_top_lines': The default, top line items from the IRFCL data. Compatible with multiple countries.\n 'reserve_assets_and_other_fx_assets': Table I of the IRFCL data. Not compatible with multiple countries.\n 'predetermined_drains_on_fx_assets': Table II of the IRFCL data. Not compatible with multiple countries.\n 'contingent_drains_fx_assets': Table III of the IRFCL data. Not compatible with multiple countries.\n 'memorandum_items': The memorandum items table of the IRFCL data. Not compatible with multiple countries.\n 'gold_reserves': Gold reserves as value in USD and Fine Troy Ounces. Compatible with multiple countries.\n 'derivative_assets': Net derivative assets as value in USD. Compatible with multipile countries.\n 'fsi_core': The core Financial Soundness Indicators. Compatible with multiple countries.\n 'fsi_core_underlying': The core FSIs underlying series data. Not compatible with country='all'.\n 'fsi_encouraged_set': The encouraged set of Financial Soundness Indicators. Not compatible with country='all'.\n 'fsi_other': The other Financial Soundness Indicators. Not compatible with country='all'.\n 'fsi_balance_sheets': Data categorized as Balance Sheets and Income Statements. Not compatible with country='all'.\n 'fsi_all': All the Financial Soundness Indicators. Not compatible with multiple countries. Multiple items allowed for provider(s): imf.", "default": "irfcl_top_lines", "optional": true, "choices": null @@ -8153,7 +8186,7 @@ { "name": "frequency", "type": "Literal['annual', 'quarter', 'month']", - "description": "Frequency of the data.", + "description": "Frequency of the data, default is 'quarter'.", "default": "quarter", "optional": true, "choices": [ @@ -8238,6 +8271,14 @@ ], "econdb": [], "imf": [ + { + "name": "unit", + "type": "str", + "description": "The unit of the value.", + "default": null, + "optional": true, + "choices": null + }, { "name": "scale", "type": "str", @@ -8264,7 +8305,7 @@ }, { "name": "order", - "type": "int", + "type": "Union[int, float]", "description": "Order of the data, relative to the table.", "default": null, "optional": true, diff --git a/openbb_platform/openbb/package/economy.py b/openbb_platform/openbb/package/economy.py index e42909f30fb..b5cee686c94 100644 --- a/openbb_platform/openbb/package/economy.py +++ b/openbb_platform/openbb/package/economy.py @@ -70,6 +70,8 @@ def available_indicators( The provider to use, by default None. If None, the priority list configured in the settings is used. Default priority: econdb, imf. use_cache : bool Whether to use cache or not, by default is True The cache of indicator symbols will persist for one week. (provider: econdb) + query : Optional[str] + The query string to search through the available indicators. Use semicolons to separate multiple terms. Multiple comma separated items allowed. (provider: imf) Returns ------- @@ -115,12 +117,18 @@ def available_indicators( The last date of the data. (provider: econdb) last_insert_timestamp : Optional[datetime] The time of the last update. Data is typically reported with a lag. (provider: econdb) + dataset : Optional[str] + The IMF dataset associated with the symbol. (provider: imf) table : Optional[str] The name of the table associated with the symbol. (provider: imf) level : Optional[int] The indentation level of the data, relative to the table and symbol_root (provider: imf) - order : Optional[int] + order : Optional[Union[int, float]] Order of the data, relative to the table. (provider: imf) + children : Optional[str] + The symbol of the child data, if any. (provider: imf) + unit : Optional[str] + The unit of the data. (provider: imf) Examples -------- @@ -140,6 +148,9 @@ def available_indicators( }, standard_params={}, extra_params=kwargs, + info={ + "query": {"imf": {"multiple_items_allowed": True, "choices": None}} + }, ) ) @@ -2946,99 +2957,114 @@ def indicators( ) -> OBBject: """Get economic indicators by country and indicator. - Parameters - ---------- - country : Union[str, None, List[Optional[str]]] - The country to get data. The country represented by the indicator, if available. Multiple comma separated items allowed for provider(s): econdb, imf. - start_date : Union[date, None, str] - Start date of the data, in YYYY-MM-DD format. - end_date : Union[date, None, str] - End date of the data, in YYYY-MM-DD format. - provider : Optional[Literal['econdb', 'imf']] - The provider to use, by default None. If None, the priority list configured in the settings is used. Default priority: econdb, imf. - symbol : Optional[str] - Symbol to get data for. The base symbol for the indicator (e.g. GDP, CPI, etc.). Use `available_indicators()` to get a list of available symbols. Multiple comma separated items allowed. (provider: econdb); - Symbol to get data for. Use `available_indicators()` to get the list of available symbols. Use 'IRFCL' to get all the data from the set of indicators. Complete tables are available only by single country, and are keyed as described below. The default is 'irfcl_top_lines'. Available presets not listed in `available_indicators()` are: - - 'IRFCL': All the data from the set of indicators. Not compatible with multiple countries. - 'irfcl_top_lines': The default, top line items from the IRFCL data. Compatible with multiple countries. - 'reserve_assets_and_other_fx_assets': Table I of the IRFCL data. Not compatible with multiple countries. - 'predetermined_drains_on_fx_assets': Table II of the IRFCL data. Not compatible with multiple countries. - 'contingent_drains_fx_assets': Table III of the IRFCL data. Not compatible with multiple countries. - 'memorandum_items': The memorandum items table of the IRFCL data. Not compatible with multiple countries. - 'gold_reserves': Gold reserves as value in USD and Fine Troy Ounces. Compatible with multiple countries. - 'derivative_assets': Net derivative assets as value in USD. Compatible with multipile countries. - Multiple comma separated items allowed. (provider: imf) - transform : Optional[Literal['toya', 'tpop', 'tusd', 'tpgp']] - The transformation to apply to the data, default is None. - - tpop: Change from previous period - toya: Change from one year ago - tusd: Values as US dollars - tpgp: Values as a percent of GDP - - Only 'tpop' and 'toya' are applicable to all indicators. Applying transformations across multiple indicators/countries may produce unexpected results. - This is because not all indicators are compatible with all transformations, and the original units and scale differ between entities. - `tusd` should only be used where values are currencies. (provider: econdb) - frequency : Literal['annual', 'quarter', 'month'] - The frequency of the data, default is 'quarter'. Only valid when 'symbol' is 'main'. (provider: econdb); - Frequency of the data. (provider: imf) - use_cache : bool - If True, the request will be cached for one day. Using cache is recommended to avoid needlessly requesting the same data. (provider: econdb) - - Returns - ------- - OBBject - results : List[EconomicIndicators] - Serializable results. + Parameters + ---------- + country : Union[str, None, List[Optional[str]]] + The country to get data. The country represented by the indicator, if available. Multiple comma separated items allowed for provider(s): econdb, imf. + start_date : Union[date, None, str] + Start date of the data, in YYYY-MM-DD format. + end_date : Union[date, None, str] + End date of the data, in YYYY-MM-DD format. provider : Optional[Literal['econdb', 'imf']] - Provider name. - warnings : Optional[List[Warning_]] - List of warnings. - chart : Optional[Chart] - Chart object. - extra : Dict[str, Any] - Extra info. - - EconomicIndicators - ------------------ - date : date - The date of the data. - symbol_root : Optional[str] - The root symbol for the indicator (e.g. GDP). - symbol : Optional[str] - Symbol representing the entity requested in the data. - country : Optional[str] - The country represented by the data. - value : Optional[Union[int, float]] - - scale : Optional[str] - The scale of the value. (provider: imf) - table : Optional[str] - The name of the table associated with the symbol. (provider: imf) - level : Optional[int] - The indentation level of the data, relative to the table and symbol_root (provider: imf) - order : Optional[int] - Order of the data, relative to the table. (provider: imf) - reference_sector : Optional[str] - The reference sector for the data. (provider: imf) - title : Optional[str] - The title of the series associated with the symbol. (provider: imf) - - Examples - -------- - >>> from openbb import obb - >>> obb.economy.indicators(provider='econdb', symbol='PCOCO') - >>> # Enter the country as the full name, or iso code. Use `available_indicators()` to get a list of supported indicators from EconDB. - >>> obb.economy.indicators(symbol='CPI', country='united_states,jp', provider='econdb') - >>> # Use the `main` symbol to get the group of main indicators for a country. - >>> obb.economy.indicators(provider='econdb', symbol='main', country='eu') - >>> # When the provider is 'imf', the absence of a symbol will default to 'irfcl_top_lines'. Use 'IRFCL' to get all the data from the set of indicators. - >>> obb.economy.indicators(provider='imf') - >>> # When the provider is 'imf', complete tables are returned by using a 'preset'. Refer to the function's docstring for descriptions of each preset. When no country is supplied, the data is returned for all countries. - >>> obb.economy.indicators(provider='imf', symbol='gold_reserves') - >>> # When the provider is 'imf', multiple countries and symbols can be supplied. Enter countries as a two-letter ISO country code, or the country name in lower_snake_case. - >>> obb.economy.indicators(provider='imf', symbol='RAFA_USD,RAPFA_USD,RAFA_RAPFA_RO', country='us,china,jp,4f,gb', start_date='2010-01-01', end_date='2020-12-31', frequency='annual') + The provider to use, by default None. If None, the priority list configured in the settings is used. Default priority: econdb, imf. + symbol : Optional[str] + Symbol to get data for. The base symbol for the indicator (e.g. GDP, CPI, etc.). Use `available_indicators()` to get a list of available symbols. Multiple comma separated items allowed. (provider: econdb); + Symbol to get data for. Use `available_indicators()` to get the list of available symbols. Use 'IRFCL' to get all the data from International Reserves & Foreign Currency Liquidity indicators. Use 'core_fsi' to get the core Financial Soundness Indicators. Use 'core_fsi_underlying' to include underlying data for the core Financial Soundness Indicators. Complete tables are available only by single country, and are keyed as described below. The default is 'irfcl_top_lines'. Available presets not listed in `available_indicators()` are: + + 'IRFCL': All the data from the set of indicators. Not compatible with multiple countries. + 'irfcl_top_lines': The default, top line items from the IRFCL data. Compatible with multiple countries. + 'reserve_assets_and_other_fx_assets': Table I of the IRFCL data. Not compatible with multiple countries. + 'predetermined_drains_on_fx_assets': Table II of the IRFCL data. Not compatible with multiple countries. + 'contingent_drains_fx_assets': Table III of the IRFCL data. Not compatible with multiple countries. + 'memorandum_items': The memorandum items table of the IRFCL data. Not compatible with multiple countries. + 'gold_reserves': Gold reserves as value in USD and Fine Troy Ounces. Compatible with multiple countries. + 'derivative_assets': Net derivative assets as value in USD. Compatible with multipile countries. + 'fsi_core': The core Financial Soundness Indicators. Compatible with multiple countries. + 'fsi_core_underlying': The core FSIs underlying series data. Not compatible with country='all'. + 'fsi_encouraged_set': The encouraged set of Financial Soundness Indicators. Not compatible with country='all'. + 'fsi_other': The other Financial Soundness Indicators. Not compatible with country='all'. + 'fsi_balance_sheets': Data categorized as Balance Sheets and Income Statements. Not compatible with country='all'. + 'fsi_all': All the Financial Soundness Indicators. Not compatible with multiple countries. + Multiple comma separated items allowed. (provider: imf) + transform : Optional[Literal['toya', 'tpop', 'tusd', 'tpgp']] + The transformation to apply to the data, default is None. + + tpop: Change from previous period + toya: Change from one year ago + tusd: Values as US dollars + tpgp: Values as a percent of GDP + + Only 'tpop' and 'toya' are applicable to all indicators. Applying transformations across multiple indicators/countries may produce unexpected results. + This is because not all indicators are compatible with all transformations, and the original units and scale differ between entities. + `tusd` should only be used where values are currencies. (provider: econdb) + frequency : Literal['annual', 'quarter', 'month'] + The frequency of the data, default is 'quarter'. Only valid when 'symbol' is 'main'. (provider: econdb); + Frequency of the data, default is 'quarter'. (provider: imf) + use_cache : bool + If True, the request will be cached for one day. Using cache is recommended to avoid needlessly requesting the same data. (provider: econdb) + + Returns + ------- + OBBject + results : List[EconomicIndicators] + Serializable results. + provider : Optional[Literal['econdb', 'imf']] + Provider name. + warnings : Optional[List[Warning_]] + List of warnings. + chart : Optional[Chart] + Chart object. + extra : Dict[str, Any] + Extra info. + + EconomicIndicators + ------------------ + date : date + The date of the data. + symbol_root : Optional[str] + The root symbol for the indicator (e.g. GDP). + symbol : Optional[str] + Symbol representing the entity requested in the data. + country : Optional[str] + The country represented by the data. + value : Optional[Union[int, float]] + + unit : Optional[str] + The unit of the value. (provider: imf) + scale : Optional[str] + The scale of the value. (provider: imf) + table : Optional[str] + The name of the table associated with the symbol. (provider: imf) + level : Optional[int] + The indentation level of the data, relative to the table and symbol_root (provider: imf) + order : Optional[Union[int, float]] + Order of the data, relative to the table. (provider: imf) + reference_sector : Optional[str] + The reference sector for the data. (provider: imf) + title : Optional[str] + The title of the series associated with the symbol. (provider: imf) + + Examples + -------- + >>> from openbb import obb + >>> obb.economy.indicators(provider='econdb', symbol='PCOCO') + >>> # Enter the country as the full name, or iso code. Use `available_indicators()` to get a list of supported indicators from EconDB. + >>> obb.economy.indicators(symbol='CPI', country='united_states,jp', provider='econdb') + >>> # Use the `main` symbol to get the group of main indicators for a country. + >>> obb.economy.indicators(provider='econdb', symbol='main', country='eu') + >>> # When the provider is 'imf', the absence of a symbol will default to 'irfcl_top_lines'. Use 'IRFCL' to get all the data from the set of indicators. + >>> obb.economy.indicators(provider='imf') + >>> # When the provider is 'imf', complete tables are returned by using a 'preset'. Refer to the function's docstring for descriptions of each preset. When no country is supplied, the data is returned for all countries. + >>> obb.economy.indicators(provider='imf', symbol='gold_reserves') + >>> # When the provider is 'imf', multiple countries and symbols can be supplied. Enter countries as a two-letter ISO country code, or the country name in lower_snake_case. + >>> obb.economy.indicators(provider='imf', symbol='RAFA_USD,RAPFA_USD,RAFA_RAPFA_RO', country='us,china,jp,4f,gb', start_date='2010-01-01', end_date='2020-12-31', frequency='annual') + >>> # When the provider is 'imf', additional presets return the core Financial Soundness Indicators. + 'fsi_core' - Core FSIs + 'fsi_encouraged_set' - Encouraged Set of FSIs, + 'fsi_core_underlying' - Underlying data for the Core FSIs. + 'fsi_other' - Additional/Other FSIs that are not in the Core or Encouraged Set. + 'fsi_all' - all FSI data for a single country. + >>> obb.economy.indicators(provider='imf', symbol='fsi_encouraged_set', country='us,fr,gb', start_date='2022-01-01', end_date='2023-12-31', frequency='annual') """ # noqa: E501 return self._run( diff --git a/openbb_platform/providers/imf/README.md b/openbb_platform/providers/imf/README.md index 7147b432a24..fdf575a54d3 100644 --- a/openbb_platform/providers/imf/README.md +++ b/openbb_platform/providers/imf/README.md @@ -21,10 +21,12 @@ No authorization is required to use, but IP addresses are bound by the limitatio - Databases: - International Reserves and Foreign Currency Liquidity - Direction of Trade Statistics + - Financial Soundness Indicators Coverage: - All IRFCL tables. - Individual, or multiple, time series from single or multiple countries. + - Core and Encouraged Set tables, plus all individual underlying series. ### Endpoints diff --git a/openbb_platform/providers/imf/openbb_imf/assets/imf_country_map.json b/openbb_platform/providers/imf/openbb_imf/assets/imf_country_map.json index 61fdf53c230..7c66b52de90 100644 --- a/openbb_platform/providers/imf/openbb_imf/assets/imf_country_map.json +++ b/openbb_platform/providers/imf/openbb_imf/assets/imf_country_map.json @@ -36,6 +36,7 @@ "KH": "Cambodia", "CM": "Cameroon", "CA": "Canada", + "5Y": "Eastern Caribbean Currency Union", "CF": "Central African Republic", "TD": "Chad", "CL": "Chile", diff --git a/openbb_platform/providers/imf/openbb_imf/assets/imf_symbols.json b/openbb_platform/providers/imf/openbb_imf/assets/imf_symbols.json index 282236de8ac..868d551496a 100644 --- a/openbb_platform/providers/imf/openbb_imf/assets/imf_symbols.json +++ b/openbb_platform/providers/imf/openbb_imf/assets/imf_symbols.json @@ -3,2056 +3,24368 @@ "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAF_USD", - "order": 1, + "order": 1.0, "level": 1, - "title": "Official Reserve Assets and Other Foreign Currency Assets, US Dollars" + "title": "Official Reserve Assets and Other Foreign Currency Assets, US Dollars", + "children": "RAF_USD,RAFA_USD,RAOFA_USD", + "unit": "usd" }, "RAFA_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAF_USD", - "order": 2, + "order": 2.0, "level": 2, - "title": "Official Reserve Assets, US Dollars" + "title": "Official Reserve Assets, US Dollars", + "children": "RAFAFX_USD,RAFAIMF_USD,RAFASDR_USD,RAFAGOLD_USD,RAFAO_USD", + "unit": "usd" }, "RAFAFX_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFA_USD", - "order": 3, + "order": 3.0, "level": 3, - "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), US Dollars" + "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), US Dollars", + "children": "RAFAFXS_USD,RAFAFXCD_USD", + "unit": "usd" }, "RAFAFXS_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAFX_USD", - "order": 4, + "order": 4.0, "level": 4, - "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Securities, US Dollars" + "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Securities, US Dollars", + "children": "RAFAFXSI_USD", + "unit": "usd" }, "RAFAFXSI_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAFXS_USD", - "order": 5, + "order": 5.0, "level": 5, - "title": "Official Reserve Assets, Securities, of Which: Issuer Headquartered in Reporting Country But Located Abroad, US Dollars" + "title": "Official Reserve Assets, Securities, of Which: Issuer Headquartered in Reporting Country But Located Abroad, US Dollars", + "children": null, + "unit": "usd" }, "RAFAFXCD_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAFX_USD", - "order": 6, + "order": 6.0, "level": 4, - "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, US Dollars" + "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, US Dollars", + "children": "RAFAFXCDN_USD,RAFAFXCDBI_USD,RAFAFXCDBO_USD", + "unit": "usd" }, "RAFAFXCDN_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAFXCD_USD", - "order": 7, + "order": 7.0, "level": 5, - "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Other National Central Banks, BIS and IMF, US Dollars" + "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Other National Central Banks, BIS and IMF, US Dollars", + "children": null, + "unit": "usd" }, "RAFAFXCDBI_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAFXCD_USD", - "order": 8, + "order": 8.0, "level": 5, - "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Banks Headquartered in the Reporting Country, US Dollars" + "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Banks Headquartered in the Reporting Country, US Dollars", + "children": "RAFAFXCDBIA_USD", + "unit": "usd" }, "RAFAFXCDBIA_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAFXCDBI_USD", - "order": 9, + "order": 9.0, "level": 6, - "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Banks Headquartered in the Reporting Country, of Which: Located Abroad, US Dollars" + "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Banks Headquartered in the Reporting Country, of Which: Located Abroad, US Dollars", + "children": null, + "unit": "usd" }, "RAFAFXCDBO_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAFXCD_USD", - "order": 10, + "order": 10.0, "level": 5, - "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Banks Headquartered Outside the Reporting Country, US Dollars" + "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Banks Headquartered Outside the Reporting Country, US Dollars", + "children": "RAFAFXCDBOA_USD", + "unit": "usd" }, "RAFAFXCDBOA_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAFXCDBO_USD", - "order": 11, + "order": 11.0, "level": 6, - "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Banks Headquartered Outside the Reporting Country, of Which: Located in the Reporting Country, US Dollars" + "title": "Official Reserve Assets, Foreign Currency Reserves (in Convertible Foreign Currencies), Total Currency and Deposits with:, Banks Headquartered Outside the Reporting Country, of Which: Located in the Reporting Country, US Dollars", + "children": null, + "unit": "usd" }, "RAFAIMF_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFA_USD", - "order": 12, + "order": 12.0, "level": 3, - "title": "Official Reserve Assets, IMF Reserve Position, US Dollars" + "title": "Official Reserve Assets, IMF Reserve Position, US Dollars", + "children": null, + "unit": "usd" }, "RAFASDR_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFA_USD", - "order": 13, + "order": 13.0, "level": 3, - "title": "Official Reserve Assets, SDRs, US Dollars" + "title": "Official Reserve Assets, SDRs, US Dollars", + "children": null, + "unit": "usd" }, "RAFAGOLD_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFA_USD", - "order": 14, + "order": 14.0, "level": 3, - "title": "Official Reserve Assets, Gold (Including Gold Deposits and, If Appropriate, Gold Swapped) , US Dollars" + "title": "Official Reserve Assets, Gold (Including Gold Deposits and, If Appropriate, Gold Swapped) , US Dollars", + "children": "RAFAGOLDV_OZT", + "unit": "usd" }, "RAFAGOLDV_OZT": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAGOLD_USD", - "order": 15, + "order": 15.0, "level": 4, - "title": "Official Reserve Assets, Gold (Including Gold Deposits and, If Appropriate, Gold Swapped), Volume in Millions of Fine Troy Ounces , Fine Troy Ounces" + "title": "Official Reserve Assets, Gold (Including Gold Deposits and, If Appropriate, Gold Swapped), Volume in Millions of Fine Troy Ounces , Fine Troy Ounces", + "children": null, + "unit": "ozt" }, "RAFAO_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFA_USD", - "order": 16, + "order": 16.0, "level": 3, - "title": "Official Reserve Assets, Other Reserve Assets (Specify), US Dollars" + "title": "Official Reserve Assets, Other Reserve Assets (Specify), US Dollars", + "children": "RAFAOF_USD,RAFAOL_USD,RAFAOO_USD", + "unit": "usd" }, "RAFAOF_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAO_USD", - "order": 17, + "order": 17.0, "level": 4, - "title": "Official Reserve Assets, Other Reserve Assets (Specify), Financial Derivatives, US Dollars" + "title": "Official Reserve Assets, Other Reserve Assets (Specify), Financial Derivatives, US Dollars", + "children": null, + "unit": "usd" }, "RAFAOL_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAO_USD", - "order": 18, + "order": 18.0, "level": 4, - "title": "Official Reserve Assets, Other Reserve Assets (Specify), Loans to Non-bank Nonresidents, US Dollars" + "title": "Official Reserve Assets, Other Reserve Assets (Specify), Loans to Non-bank Nonresidents, US Dollars", + "children": null, + "unit": "usd" }, "RAFAOO_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAFAO_USD", - "order": 19, + "order": 19.0, "level": 4, - "title": "Official Reserve Assets, Other Reserve Assets (Specify), Other, US Dollars" + "title": "Official Reserve Assets, Other Reserve Assets (Specify), Other, US Dollars", + "children": null, + "unit": "usd" }, "RAOFA_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAF_USD", - "order": 20, + "order": 20.0, "level": 2, - "title": "Other Foreign Currency Assets (Specify), US Dollars" + "title": "Other Foreign Currency Assets (Specify), US Dollars", + "children": "RAOFAS_USD,RAOFAD_USD,RAOFAL_USD,RAOFAF_USD,RAOFAG_USD", + "unit": "usd" }, "RAOFAS_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAOFA_USD", - "order": 21, + "order": 21.0, "level": 3, - "title": "Other Foreign Currency Assets (Specify), Securities Not Included in Official Reserve Assets, US Dollars" + "title": "Other Foreign Currency Assets (Specify), Securities Not Included in Official Reserve Assets, US Dollars", + "children": null, + "unit": "usd" }, "RAOFAD_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAOFA_USD", - "order": 22, + "order": 22.0, "level": 3, - "title": "Other Foreign Currency Assets (Specify), Deposits Not Included in Official Reserve Assets, US Dollars" + "title": "Other Foreign Currency Assets (Specify), Deposits Not Included in Official Reserve Assets, US Dollars", + "children": null, + "unit": "usd" }, "RAOFAL_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAOFA_USD", - "order": 23, + "order": 23.0, "level": 3, - "title": "Other Foreign Currency Assets (Specify), Loans Not Included in Official Reserve Assets, US Dollars" + "title": "Other Foreign Currency Assets (Specify), Loans Not Included in Official Reserve Assets, US Dollars", + "children": null, + "unit": "usd" }, "RAOFAF_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAOFA_USD", - "order": 24, + "order": 24.0, "level": 3, - "title": "Other Foreign Currency Assets (Specify), Financial Derivatives Not Included in Official Reserve Assets, US Dollars" + "title": "Other Foreign Currency Assets (Specify), Financial Derivatives Not Included in Official Reserve Assets, US Dollars", + "children": null, + "unit": "usd" }, "RAOFAG_USD": { "dataset": "IRFCL", "table": "reserve_assets_and_other_fx_assets", "parent": "RAOFA_USD", - "order": 25, + "order": 25.0, "level": 3, - "title": "Other Foreign Currency Assets (Specify), Gold Not Included in Official Reserve Assets, US Dollars" + "title": "Other Foreign Currency Assets (Specify), Gold Not Included in Official Reserve Assets, US Dollars", + "children": null, + "unit": "usd" }, "RAPFA_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFA_USD", - "order": 1, + "order": 1.0, "level": 1, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Total, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Total, US Dollars", + "children": "RAPFA_USD,RAPFALSD_USD,RAPFAFFS_USD,RAPFAFFL_USD,RAPFAO_USD", + "unit": "usd" }, "RAPFALSD_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFA_USD", - "order": 2, + "order": 2.0, "level": 2, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Total, Foreign Currency Loans, Securities, and Deposits, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Total, Foreign Currency Loans, Securities, and Deposits, US Dollars", + "children": "RAPFALSD_1M_USD,RAPFALSD_1M_3M_USD,RAPFALSD_3M_1Y_USD,RAPFALSDOP_USD,RAPFALSDOI_USD,RAPFALSDIP_USD,RAPFALSDII_USD", + "unit": "usd" }, "RAPFALSD_1M_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSD_USD", - "order": 3, + "order": 3.0, "level": 4, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Up to 1 Month, Foreign Currency Loans, Securities, and Deposits, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Up to 1 Month, Foreign Currency Loans, Securities, and Deposits, US Dollars", + "children": null, + "unit": "usd" }, "RAPFALSD_1M_3M_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSD_USD", - "order": 4, + "order": 4.0, "level": 4, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 1 and up to 3 Months, Foreign Currency Loans, Securities, and Deposits, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 1 and up to 3 Months, Foreign Currency Loans, Securities, and Deposits, US Dollars", + "children": null, + "unit": "usd" }, "RAPFALSD_3M_1Y_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSD_USD", - "order": 5, + "order": 5.0, "level": 4, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 3 Months and up to 1 Year, Foreign Currency Loans, Securities, and Deposits, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 3 Months and up to 1 Year, Foreign Currency Loans, Securities, and Deposits, US Dollars", + "children": null, + "unit": "usd" }, "RAPFALSDOP_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSD_USD", - "order": 6, + "order": 6.0, "level": 3, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Total, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Principal, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Total, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Principal, US Dollars", + "children": "RAPFALSDOP_1M_USD,RAPFALSDOP_1M_3M_USD,RAPFALSDOP_3M_1Y_USD", + "unit": "usd" }, "RAPFALSDOP_1M_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSDOP_USD", - "order": 7, + "order": 7.0, "level": 4, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Up to 1 Month, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Principal, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Up to 1 Month, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Principal, US Dollars", + "children": null, + "unit": "usd" }, "RAPFALSDOP_1M_3M_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSDOP_USD", - "order": 8, + "order": 8.0, "level": 4, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 1 and up to 3 Months, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Principal, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 1 and up to 3 Months, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Principal, US Dollars", + "children": null, + "unit": "usd" }, "RAPFALSDOP_3M_1Y_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSDOP_USD", - "order": 9, + "order": 9.0, "level": 4, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 3 Months and up to 1 Year, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Principal, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 3 Months and up to 1 Year, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Principal, US Dollars", + "children": null, + "unit": "usd" }, "RAPFALSDOI_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSD_USD", - "order": 10, + "order": 10.0, "level": 3, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Total, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Interest, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Total, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Interest, US Dollars", + "children": "RAPFALSDOI_1M_USD,RAPFALSDOI_1M_3M_USD,RAPFALSDOI_3M_1Y_USD", + "unit": "usd" }, "RAPFALSDOI_1M_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSDOI_USD", - "order": 11, + "order": 11.0, "level": 4, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Up to 1 Month, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Interest, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), Up to 1 Month, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Interest, US Dollars", + "children": null, + "unit": "usd" }, "RAPFALSDOI_1M_3M_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSDOI_USD", - "order": 12, + "order": 12.0, "level": 4, - "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 1 and up to 3 Months, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Interest, US Dollars" + "title": "Predetermined Short-term Net Drains on Foreign Currency Assets (nominal value), More than 1 and up to 3 Months, Foreign Currency Loans, Securities, and Deposits, Outflows (-) Interest, US Dollars", + "children": null, + "unit": "usd" }, "RAPFALSDOI_3M_1Y_USD": { "dataset": "IRFCL", "table": "predetermined_drains_on_fx_assets", "parent": "RAPFALSDOI_USD", - 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"FSDKA_USD": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Financial, Financial Soundness Indicators, Encouraged Set, Deposit Takers, Total Assets, US Dollars", + "children": null, + "unit": "usd" + }, + "FSDERE_FSERE_XDC": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Capital, Return on equity, Domestic Currency", + "children": null, + "unit": "Domestic Currency" + }, + "FSDERE_FSERE_EUR": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Capital, Return on equity, Euros", + "children": null, + "unit": "eur" + }, + "FSDERE_FSERE_USD": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Capital, Return on equity, US Dollars", + "children": null, + "unit": "usd" + }, + "FSNERAB_FSERE_XDC": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Net Income after Taxes, Return on equity, Domestic Currency", + "children": null, + "unit": "Domestic Currency" + }, + "FSNERAB_FSERE_EUR": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Net Income after Taxes, Return on equity, Euros", + "children": null, + "unit": "eur" + }, + "FSNERAB_FSERE_USD": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Net Income after Taxes, Return on equity, US Dollars", + "children": null, + "unit": "usd" + }, + "FSNERA_XDC": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Financial, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Return on Assets, Net Income, National Currency", + "children": null, + "unit": "National Currency" + }, + "FSNERA_EUR": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Financial, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Return on Assets, Net Income, Euros", + "children": null, + "unit": "eur" + }, + "FSNERA_USD": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Financial, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Return on Assets, Net Income, US Dollars", + "children": null, + "unit": "usd" + }, + "FSDERA_FSERA_XDC": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Total Assets, Return on assets, Domestic Currency", + "children": null, + "unit": "Domestic Currency" + }, + "FSDERA_FSERA_EUR": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Total Assets, Return on assets, Euros", + "children": null, + "unit": "eur" + }, + "FSDERA_FSERA_USD": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Core Set, Deposit Takers, Earnings and Profitability, Total Assets, Return on assets, US Dollars", + "children": null, + "unit": "usd" + }, + "FSNFAT_FSFAT_XDC": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Encouraged Set, Other Financial Corporations, Assets to Total Financial System Assets, Assets, OFCs assets to total financial assets: total OFCs, Domestic Currency", + "children": null, + "unit": "Domestic Currency" + }, + "FSNFAT_FSFAT_EUR": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Encouraged Set, Other Financial Corporations, Assets to Total Financial System Assets, Assets, OFCs assets to total financial assets: total OFCs, Euros", + "children": null, + "unit": "eur" + }, + "FSNFAT_FSFAT_USD": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "Monetary and Financial Accounts, Financial Soundness Indicators, Encouraged Set, Other Financial Corporations, Assets to Total Financial System Assets, Assets, OFCs assets to total financial assets: total OFCs, US Dollars", + "children": null, + "unit": "usd" + }, + "NGDP_XDC": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "National Accounts, Expenditure, Gross Domestic Product, Domestic Currency", + "children": null, + "unit": "Domestic Currency" + }, + "NGDP_EUR": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "National Accounts, Expenditure, Gross Domestic Product, Euros", + "children": null, + "unit": "eur" + }, + "NGDP_USD": { + "dataset": "FSI", + "table": "fsi_other", + "level": 2, + "order": null, + "title": "National Accounts, Expenditure, Gross Domestic Product, US Dollars", + "children": null, + "unit": "usd" } } \ No newline at end of file diff --git a/openbb_platform/providers/imf/openbb_imf/models/available_indicators.py b/openbb_platform/providers/imf/openbb_imf/models/available_indicators.py index 9b57427185e..40eab5b6d4a 100644 --- a/openbb_platform/providers/imf/openbb_imf/models/available_indicators.py +++ b/openbb_platform/providers/imf/openbb_imf/models/available_indicators.py @@ -2,7 +2,7 @@ # pylint: disable=unused-argument -from typing import Any, Dict, List, Optional +from typing import Any, Optional, Union from openbb_core.app.model.abstract.error import OpenBBError from openbb_core.provider.abstract.fetcher import Fetcher @@ -16,6 +16,14 @@ class ImfAvailableIndicatorsQueryParams(AvailableIndicesQueryParams): """IMF Available Indicators Query Parameters.""" + __json_schema_extra__ = {"query": {"multiple_items_allowed": True}} + + query: Optional[str] = Field( + default=None, + description="The query string to search through the available indicators." + + " Use semicolons to separate multiple terms.", + ) + class ImfAvailableIndicatorsData(AvailableIndicatorsData): """IMF Available Indicators Data.""" @@ -24,7 +32,10 @@ class ImfAvailableIndicatorsData(AvailableIndicatorsData): "symbol_root": "parent", "description": "title", } - + dataset: Optional[str] = Field( + default=None, + description="The IMF dataset associated with the symbol.", + ) table: Optional[str] = Field( default=None, description="The name of the table associated with the symbol.", @@ -33,49 +44,83 @@ class ImfAvailableIndicatorsData(AvailableIndicatorsData): default=None, description="The indentation level of the data, relative to the table and symbol_root", ) - order: Optional[int] = Field( + order: Optional[Union[int, float]] = Field( default=None, description="Order of the data, relative to the table.", ) + children: Optional[str] = Field( + default=None, + description="The symbol of the child data, if any.", + ) + unit: Optional[str] = Field( + default=None, + description="The unit of the data.", + ) class ImfAvailableIndicatorsFetcher( - Fetcher[ImfAvailableIndicatorsQueryParams, List[ImfAvailableIndicatorsData]] + Fetcher[ImfAvailableIndicatorsQueryParams, list[ImfAvailableIndicatorsData]] ): """IMF Available Indicators Fetcher.""" @staticmethod - def transform_query(params: Dict[str, Any]) -> ImfAvailableIndicatorsQueryParams: + def transform_query(params: dict[str, Any]) -> ImfAvailableIndicatorsQueryParams: """Transform the query.""" return ImfAvailableIndicatorsQueryParams(**params) @staticmethod def extract_data( query: ImfAvailableIndicatorsQueryParams, - credentials: Optional[Dict[str, Any]] = None, + credentials: Optional[dict[str, Any]] = None, **kwargs: Any, - ) -> List[Dict]: + ) -> list[dict]: """Fetch the data.""" # pylint: disable=import-outside-toplevel - from openbb_imf.utils.irfcl_helpers import load_irfcl_symbols + from numpy import nan + from openbb_core.provider.utils.errors import EmptyDataError + from openbb_imf.utils.constants import load_symbols + from pandas import DataFrame, Series try: - irfcl_symbols = load_irfcl_symbols() + all_symbols = load_symbols("all") except OpenBBError as e: - raise OpenBBError(f"Failed to load IMF IRFCL symbols: {e}") from e + raise OpenBBError(f"Failed to load IMF symbols static file: {e}") from e + + terms = [term.strip() for term in query.query.split(";")] if query.query else [] + + df = ( + DataFrame(all_symbols) + .T.reset_index() + .rename(columns={"index": "symbol"}) + .replace({nan: None}) + ) + + if not terms: + records = df.to_dict(orient="records") + else: + combined_mask = Series([True] * len(df)) + for term in terms: + mask = df.apply( + lambda row, term=term: row.astype(str).str.contains( + term, case=False, regex=True, na=False + ) + ).any(axis=1) + combined_mask &= mask + + matches = df[combined_mask] + + if matches.empty: + raise EmptyDataError("No results found for the provided query.") - records: List = [] - for key, value in irfcl_symbols.items(): - value["symbol"] = key - records.append(value) + records = matches.to_dict(orient="records") return records @staticmethod def transform_data( query: ImfAvailableIndicatorsQueryParams, - data: List[Dict], + data: list[dict], **kwargs: Any, - ) -> List[ImfAvailableIndicatorsData]: + ) -> list[ImfAvailableIndicatorsData]: """Transform the data.""" return [ImfAvailableIndicatorsData.model_validate(d) for d in data] diff --git a/openbb_platform/providers/imf/openbb_imf/models/economic_indicators.py b/openbb_platform/providers/imf/openbb_imf/models/economic_indicators.py index f6edc5ce8fe..87b2bdf6b89 100644 --- a/openbb_platform/providers/imf/openbb_imf/models/economic_indicators.py +++ b/openbb_platform/providers/imf/openbb_imf/models/economic_indicators.py @@ -3,7 +3,7 @@ # pylint: disable=unused-argument from datetime import datetime -from typing import Any, Dict, List, Literal, Optional +from typing import Any, Dict, List, Literal, Optional, Union from openbb_core.app.model.abstract.error import OpenBBError from openbb_core.provider.abstract.fetcher import Fetcher @@ -13,14 +13,17 @@ ) from openbb_core.provider.utils.descriptions import QUERY_DESCRIPTIONS from openbb_core.provider.utils.errors import EmptyDataError -from pydantic import Field - -from openbb_imf.utils.constants import IRFCL_PRESET, IRFCL_TABLES +from openbb_imf.utils.constants import ( + FSI_PRESETS, + IRFCL_PRESET, + IRFCL_TABLES, + load_symbols, +) from openbb_imf.utils.irfcl_helpers import ( load_country_to_code_map, - load_irfcl_symbols, validate_countries, ) +from pydantic import Field, field_validator class ImfEconomicIndicatorsQueryParams(EconomicIndicatorsQueryParams): @@ -42,7 +45,9 @@ class ImfEconomicIndicatorsQueryParams(EconomicIndicatorsQueryParams): default="irfcl_top_lines", description=QUERY_DESCRIPTIONS.get("symbol", "") + " Use `available_indicators()` to get the list of available symbols." - + " Use 'IRFCL' to get all the data from the set of indicators." + + " Use 'IRFCL' to get all the data from International Reserves & Foreign Currency Liquidity indicators." + + " Use 'core_fsi' to get the core Financial Soundness Indicators." + + " Use 'core_fsi_underlying' to include underlying data for the core Financial Soundness Indicators." + " Complete tables are available only by single country, and are keyed as described below." + " The default is 'irfcl_top_lines'. Available presets not listed in `available_indicators()` are:" + """\n @@ -54,13 +59,34 @@ class ImfEconomicIndicatorsQueryParams(EconomicIndicatorsQueryParams): 'memorandum_items': The memorandum items table of the IRFCL data. Not compatible with multiple countries. 'gold_reserves': Gold reserves as value in USD and Fine Troy Ounces. Compatible with multiple countries. 'derivative_assets': Net derivative assets as value in USD. Compatible with multipile countries. + 'fsi_core': The core Financial Soundness Indicators. Compatible with multiple countries. + 'fsi_core_underlying': The core FSIs underlying series data. Not compatible with country='all'. + 'fsi_encouraged_set': The encouraged set of Financial Soundness Indicators. Not compatible with country='all'. + 'fsi_other': The other Financial Soundness Indicators. Not compatible with country='all'. + 'fsi_balance_sheets': Data categorized as Balance Sheets and Income Statements. Not compatible with country='all'. + 'fsi_all': All the Financial Soundness Indicators. Not compatible with multiple countries. """, ) frequency: Literal["annual", "quarter", "month"] = Field( default="quarter", - description="Frequency of the data.", + description="Frequency of the data, default is 'quarter'.", ) + @field_validator("symbol", mode="before", check_fields=False) + @classmethod + def _count_presets(cls, v): + """Validate the symbol.""" + if not v: + return v + presets = list(IRFCL_PRESET) + FSI_PRESETS + n_preset = 0 + symbols = v.split(",") + for symbol in symbols: + n_preset += 1 if symbol in presets else 0 + if n_preset > 1: + raise ValueError("only one preset symbol can be used at a time.") + return v + class ImfEconomicIndicatorsData(EconomicIndicatorsData): """IMF Economic Indicators Data.""" @@ -69,6 +95,10 @@ class ImfEconomicIndicatorsData(EconomicIndicatorsData): "symbol_root": "parent", } + unit: Optional[str] = Field( + default=None, + description="The unit of the value.", + ) scale: Optional[str] = Field( default=None, description="The scale of the value.", @@ -81,7 +111,7 @@ class ImfEconomicIndicatorsData(EconomicIndicatorsData): default=None, description="The indentation level of the data, relative to the table and symbol_root", ) - order: Optional[int] = Field( + order: Optional[Union[int, float]] = Field( default=None, description="Order of the data, relative to the table.", ) @@ -106,10 +136,24 @@ def transform_query(params: Dict[str, Any]) -> ImfEconomicIndicatorsQueryParams: symbols = params.get("symbol", "") countries = params.get("country") now = datetime.now().date() - symbols = "IRFCL" if ("all" in symbols or "IRFCL" in symbols) else symbols - if symbols == "IRFCL" and not (countries or countries == "all"): + symbols = ( + "IRFCL" + if (("all" in symbols or "IRFCL" in symbols) and "fsi_all" not in symbols) + else symbols if symbols else "irfcl_top_lines" + ) + incompatible = ( + "fsi_other" in symbols + or "fsi_encouraged_set" in symbols + or "fsi_all" in symbols + or "fsi_core_underlying" in symbols + or "fsi_balance_sheets" in symbols + ) + if (symbols == "IRFCL" or incompatible) and not ( + countries or countries == "all" + ): raise OpenBBError( - f"The selected symbol(s), {params.get('symbol')}, requires a single country for the 'country' parameter." + f"The selected symbol(s), {params.get('symbol')}, is not compatible with the all-countries group." + " Please provide country names or two-letter ISO country codes." ) if countries: @@ -145,15 +189,69 @@ async def aextract_data( ) -> List[Dict]: """Extract the data.""" # pylint: disable = import-outside-toplevel + from openbb_imf.utils.fsi_helpers import _get_fsi_data # noqa from openbb_imf.utils.irfcl_helpers import _get_irfcl_data + from warnings import warn + fsi_symbols = load_symbols("FSI") + irfcl_symbols = load_symbols("IRFCL") + symbols = query.symbol.split(",") + new_symbols_irfcl: Union[list, str] = [] + new_symbols_fsi: Union[list, str] = [] + for symbol in symbols: + if symbol in list(IRFCL_PRESET) + ["all", "IRFCL"]: + new_symbols_irfcl = symbol + elif symbol in FSI_PRESETS: + new_symbols_fsi = symbol + elif symbol.upper() in fsi_symbols: + new_symbols_fsi.append(symbol.upper()) # type: ignore + elif symbol.upper() in irfcl_symbols: + new_symbols_irfcl.append(symbol.upper()) # type: ignore + + if not new_symbols_irfcl and not new_symbols_fsi: + raise OpenBBError( + f"No valid symbols found -> {query.symbol} -> " + "Use 'available_indicators(provider='imf')' to get the list of available symbols." + ) + + results: list = [] + exceptions: list = [] try: - res = await _get_irfcl_data(**query.model_dump(exclude_none=True)) - except OpenBBError as e: - raise e from e - if not res: + try: + if new_symbols_irfcl: + _kwargs = query.model_dump(exclude_none=True) + _kwargs["symbol"] = new_symbols_irfcl + results.extend(await _get_irfcl_data(**_kwargs)) + except (EmptyDataError, OpenBBError) as e: + if new_symbols_fsi: + exceptions.append( + f"IRFCL dataset error -> {e.__class__.__name__}: {e}" + ) + else: + raise + if new_symbols_fsi: + try: + _kwargs = query.model_dump(exclude_none=True) + _kwargs["symbol"] = new_symbols_fsi + results.extend(await _get_fsi_data(**_kwargs)) + except (EmptyDataError, OpenBBError) as e: + if new_symbols_irfcl and len(results) > 0: + exceptions.append( + f"FSI dataset error -> {e.__class__.__name__}: {e}" + ) + elif not new_symbols_irfcl: + raise + except OpenBBError as exc: + raise exc from exc + + if not results: raise EmptyDataError("No results returned for the query.") - return res + + if results and exceptions: + msgs = "\n".join(exceptions) + warn("An error occurred while fetching the data -> " + msgs) + + return results @staticmethod def transform_data( @@ -163,12 +261,15 @@ def transform_data( ) -> List[ImfEconomicIndicatorsData]: """Transform the data.""" # pylint: disable = import-outside-toplevel + from numpy import nan from pandas import Categorical, DataFrame if not data: raise EmptyDataError("The data is empty.") - all_symbols = load_irfcl_symbols() + all_symbols = { + **load_symbols("all"), + } df = DataFrame(data) if df.empty: @@ -190,8 +291,9 @@ def transform_data( ordered=True, ) df = df.sort_values( - by=["date", "symbol", "parent", "value"], + by=["date", "parent", "symbol", "value"], ascending=[True, True, True, False], ).reset_index(drop=True) + records = df.replace({nan: None}).to_dict(orient="records") - return [ImfEconomicIndicatorsData(**d) for d in df.to_dict(orient="records")] + return [ImfEconomicIndicatorsData.model_validate(r) for r in records] diff --git a/openbb_platform/providers/imf/openbb_imf/utils/constants.py b/openbb_platform/providers/imf/openbb_imf/utils/constants.py index 5abba1071c7..a19fddcfb86 100644 --- a/openbb_platform/providers/imf/openbb_imf/utils/constants.py +++ b/openbb_platform/providers/imf/openbb_imf/utils/constants.py @@ -3,6 +3,15 @@ # pylint: disable=line-too-long # flake8: noqa: E501 +FSI_PRESETS = [ + "fsi_core", + "fsi_core_underlying", + "fsi_other", + "fsi_encouraged_set", + "fsi_balance_sheets", + "fsi_all", +] + IRFCL_HEADLINE = "RAF_USD,RAFA_USD,RAFAFX_USD,RAOFA_USD,RAPFA_USD,RAFAIMF_USD,RAFASDR_USD,RAFAGOLD_USD,RACFA_USD,RAMDCD_USD,RAMFIFC_USD,RAMSR_USD" RESERVE_ASSETS_AND_OTHER_FX_ASSETS = "RAF_USD,RAFA_USD,RAFAFX_USD,RAFAFXS_USD,RAFAFXSI_USD,RAFAFXCD_USD,RAFAFXCDN_USD,RAFAFXCDBI_USD,RAFAFXCDBIA_USD,RAFAFXCDBO_USD,RAFAFXCDBOA_USD,RAFAIMF_USD,RAFASDR_USD,RAFAGOLD_USD,RAFAGOLDV_OZT,RAFAO_USD,RAFAOF_USD,RAFAOL_USD,RAFAOO_USD,RAOFA_USD,RAOFAS_USD,RAOFAD_USD,RAOFAL_USD,RAOFAF_USD,RAOFAG_USD" @@ -91,3 +100,26 @@ "1C_AS": "All Sectors", "AllSectorsIncludingAllSectors": "All Sectors Including All Sectors", } + + +def load_symbols(dataset: str) -> dict: + """Load IMF symbol list.""" + # pylint: disable=import-outside-toplevel + import json # noqa + from json.decoder import JSONDecodeError + from pathlib import Path + from openbb_core.app.model.abstract.error import OpenBBError + + try: + symbols_file = Path(__file__).parents[1].joinpath("assets", "imf_symbols.json") + with symbols_file.open(encoding="utf-8") as file: + symbols = json.load(file) + except (FileNotFoundError, JSONDecodeError) as e: + raise OpenBBError( + f"Failed to load IMF symbols from the static file: {e}" + ) from e + + if dataset == "all": + return symbols + + return {k: v for k, v in symbols.items() if v["dataset"] == dataset} diff --git a/openbb_platform/providers/imf/openbb_imf/utils/fsi_helpers.py b/openbb_platform/providers/imf/openbb_imf/utils/fsi_helpers.py new file mode 100644 index 00000000000..7071260f8fb --- /dev/null +++ b/openbb_platform/providers/imf/openbb_imf/utils/fsi_helpers.py @@ -0,0 +1,247 @@ +"""IMF FSI Data Set Helpers.""" + +from typing import Optional + + +def load_fsi_symbols() -> dict: + """Load IMF FSI symbols.""" + # pylint: disable=import-outside-toplevel + from openbb_imf.utils.constants import load_symbols + + return load_symbols("FSI") + + +def validate_symbols(symbols) -> str: + """Validate the IMF FSI symbols.""" + # pylint: disable=import-outside-toplevel + from warnings import warn # noqa + from openbb_core.app.model.abstract.error import OpenBBError + from openbb_imf.utils.constants import FSI_PRESETS + + fsi_symbols = load_fsi_symbols() + + if isinstance(symbols, str): + symbols = symbols.split(",") + elif not isinstance(symbols, list): + raise OpenBBError("Invalid symbols list.") + + new_symbols: list = [] + + for symbol in symbols: + if symbol in FSI_PRESETS: + return symbol + if symbol.upper() not in fsi_symbols: + warn(f"Unsupported IMF FSI symbol: {symbol}") + new_symbols.append(symbol.upper()) + + return "+".join(new_symbols) if len(new_symbols) > 1 else new_symbols[0] + + +# pylint: disable=too-many-branches,too-many-statements,too-many-locals +async def _get_fsi_data(**kwargs) -> list[dict]: # noqa:PLR0912 + """Get IMF FSI data. + This function is not intended to be called directly, + but through the `ImfEconomicIndicatorsFetcher` class. + """ + # pylint: disable=import-outside-toplevel + from datetime import date # noqa + from openbb_core.app.model.abstract.error import OpenBBError + from openbb_imf.utils.helpers import get_data + from openbb_imf.utils.irfcl_helpers import load_country_to_code_map + from openbb_imf.utils import constants + from pandas import to_datetime + from pandas.tseries import offsets + + countries = kwargs.get("country", "") + countries = ( + "" if countries == "all" else countries.replace(",", "+") if countries else "" + ) + frequency = constants.FREQUENCY_DICT.get(kwargs.get("frequency", "quarter"), "Q") + start_date = kwargs.get("start_date", "") + end_date = kwargs.get("end_date", "") + all_symbols = load_fsi_symbols() + core_only = [k for k, v in all_symbols.items() if v.get("table") == "fsi_core"] + encouraged_set = [ + k for k, v in all_symbols.items() if v.get("table") == "fsi_encouraged_set" + ] + indicator = kwargs.get("symbol") + indicators = ( + "+".join(core_only if indicator == "fsi_core" else encouraged_set) + if indicator in ["fsi_core", "fsi_encouraged_set"] + else ( + "" + if indicator + in ["fsi_other", "fsi_all", "fsi_core_underlying", "fsi_balance_sheets"] + else validate_symbols(indicator) + ) + ) + + if not indicators and not countries: + raise OpenBBError( + "All countries not supported for this group of indicators. Please supply a country." + ) + + if not start_date and not end_date and not countries: + start_date = ( + date.today().replace(year=date.today().year - 1).strftime("%Y-%m-%d") + ) + + if start_date and not end_date: + end_date = date.today().strftime("%Y-%m-%d") + + # Adjust the dates to the date relative to frequency. + # The API does not accept arbitrary dates, so we need to adjust them. + if start_date: + start_date = to_datetime(start_date) + if frequency == "Q": + start_date = offsets.QuarterBegin(startingMonth=1).rollback(start_date) + elif frequency == "A": + start_date = offsets.YearBegin().rollback(start_date) + else: + start_date = offsets.MonthBegin().rollback(start_date) + start_date = start_date.strftime("%Y-%m-%d") + + if end_date: + end_date = to_datetime(end_date) + if frequency == "Q": + end_date = offsets.QuarterEnd().rollforward(end_date) + elif frequency == "A": + end_date = offsets.YearEnd().rollforward(end_date) + else: + end_date = offsets.MonthEnd().rollforward(end_date) + end_date = end_date.strftime("%Y-%m-%d") + + date_range = ( + f"?startPeriod={start_date}&endPeriod={end_date}" + if start_date and end_date + else "" + ) + base_url = "http://dataservices.imf.org/REST/SDMX_JSON.svc/" + key = f"CompactData/FSI/{frequency}.{countries}.{indicators}" + url = f"{base_url}{key}{date_range}" + series = await get_data(url) + data: list = [] + all_symbols = load_fsi_symbols() + + if indicator in ["fsi_core", "fsi_encouraged_set"]: + all_symbols = { + k: v for k, v in all_symbols.items() if v.get("table") == indicator + } + elif indicator == "fsi_core_underlying": + all_symbols = { + k: v + for k, v in all_symbols.items() + if "core set" in v.get("title", "").lower() and v.get("unit") != "Percent" + } + elif indicator == "fsi_balance_sheets": + all_symbols = { + k: v + for k, v in all_symbols.items() + if "balance sheets" in v.get("title", "").lower() + } + elif indicator == "fsi_other": + all_symbols = { + k: v + for k, v in all_symbols.items() + if "Additional FSIs" in v.get("title", "") + } + + country_map_dict = { + v: k.replace("_", " ").title().replace("Ecb", "ECB") + for k, v in load_country_to_code_map().items() + } + # Iterate over the series to extract observations and map the metadata. + for s in series: + if "Obs" not in s: + continue + meta = { + k.replace("@", "").lower(): ( + constants.UNIT_MULTIPLIERS_MAP.get(str(v), v) + if k == "@UNIT_MULT" + else v + ) + for k, v in s.items() + if k != "Obs" + } + _symbol = meta.get("indicator") + _parent: Optional[str] = None + _order: Optional[str] = None + _level: Optional[str] = None + _table: Optional[str] = None + _title: Optional[str] = None + _unit: Optional[str] = None + + if _symbol not in all_symbols: + continue + + _table = all_symbols.get(_symbol, {}).get("table", "") + if _table and indicator == "fsi_core_underlying": + _table = _table.replace("fsi_other", "fsi_core_underlying") # type: ignore + _parent = all_symbols.get(_symbol, {}).get("parent", "") + _order = all_symbols.get(_symbol, {}).get("order", "") + _level = all_symbols.get(_symbol, {}).get("level", "") + _title = all_symbols.get(_symbol, {}).get("title", "") + if _title: + _title = " - ".join(_title.split(", ")[1:-1]).replace( + "Financial Soundness Indicators - ", "" + ) + _unit = all_symbols.get(_symbol, {}).get("unit", "") + + _data = s.pop("Obs", []) + + if isinstance(_data, dict): + _data = [_data] + + for d in _data: + _date = d.pop("@TIME_PERIOD", None) + val = d.pop("@OBS_VALUE", None) + _ = d.pop("@OBS_STATUS", None) + if not val: + continue + val = float(val) + if _unit and _unit.lower() == "percent": + val = val / 100 + if _date: + offset = ( + offsets.QuarterEnd + if "Q" in _date + else offsets.YearEnd if len(str(_date)) == 4 else offsets.MonthEnd + ) + _date = to_datetime(_date) + _date = _date + offset(0) + _date = _date.strftime("%Y-%m-%d") + vals = { + k: v + for k, v in { + "date": _date, + "table": _table, + "symbol": _symbol, + "parent": _parent if _parent else _symbol, + "level": _level, + "order": _order, + "country": country_map_dict.get( + meta.get("ref_area"), meta.get("ref_area") + ), + "reference_sector": None, + "title": _title, + "value": val, + "unit": ( + _unit.upper() if _unit and _unit in ["usd", "eur"] else _unit + ), + "scale": ( + "Basis Points" + if _unit and _unit.lower() == "percent" + else meta.get("unit_mult") + ), + }.items() + if v + } + + if vals.get("value") and vals.get("date"): + d.update(vals) + data.append(d) + + if not data: + raise OpenBBError(f"No data found for, '{indicator}', in, '{countries}'.") + + return data diff --git a/openbb_platform/providers/imf/openbb_imf/utils/helpers.py b/openbb_platform/providers/imf/openbb_imf/utils/helpers.py new file mode 100644 index 00000000000..8c607f59653 --- /dev/null +++ b/openbb_platform/providers/imf/openbb_imf/utils/helpers.py @@ -0,0 +1,34 @@ +"""IMF Helper Utilities.""" + + +async def get_data(url: str) -> list[dict]: + """Get data from the IMF API.""" + # pylint: disable=import-outside-toplevel + + from aiohttp.client_exceptions import ContentTypeError # noqa + from json.decoder import JSONDecodeError + from openbb_core.provider.utils.helpers import amake_request + from openbb_core.app.model.abstract.error import OpenBBError + + try: + response = await amake_request(url, timeout=20) + except (JSONDecodeError, ContentTypeError) as e: + raise OpenBBError( + "Error fetching data; This might be rate-limiting. Try again later." + ) from e + + if "ErrorDetails" in response: + raise OpenBBError( + f"{response['ErrorDetails'].get('Code')} -> {response['ErrorDetails'].get('Message')}" # type: ignore + ) + + series = response.get("CompactData", {}).get("DataSet", {}).pop("Series", {}) # type: ignore + + if not series: + raise OpenBBError(f"No time series data found -> {response}") + + # If there is only one series, they ruturn a dict instead of a list. + if series and isinstance(series, dict): + series = [series] + + return series diff --git a/openbb_platform/providers/imf/openbb_imf/utils/irfcl_helpers.py b/openbb_platform/providers/imf/openbb_imf/utils/irfcl_helpers.py index fe1de7a4628..286159b9ad8 100644 --- a/openbb_platform/providers/imf/openbb_imf/utils/irfcl_helpers.py +++ b/openbb_platform/providers/imf/openbb_imf/utils/irfcl_helpers.py @@ -1,27 +1,17 @@ """IMF IRFCL Data Set Helpers.""" -from typing import Dict, List, Optional +from typing import Optional -def load_irfcl_symbols() -> Dict: +def load_irfcl_symbols() -> dict: """Load IMF IRFCL symbols.""" # pylint: disable=import-outside-toplevel - import json # noqa - from json.decoder import JSONDecodeError - from pathlib import Path - from openbb_core.app.model.abstract.error import OpenBBError + from openbb_imf.utils.constants import load_symbols - try: - symbols_file = Path(__file__).parents[1].joinpath("assets", "imf_symbols.json") - with symbols_file.open(encoding="utf-8") as file: - symbols = json.load(file) - except (FileNotFoundError, JSONDecodeError) as e: - raise OpenBBError(f"Failed to load IMF IRFCL symbols: {e}") from e - - return {k: v for k, v in symbols.items() if v["dataset"] == "IRFCL"} + return load_symbols("IRFCL") -def load_country_map() -> Dict: +def load_country_map() -> dict: """Load IMF IRFCL country map.""" # pylint: disable=import-outside-toplevel import json # noqa @@ -47,7 +37,7 @@ def load_country_map() -> Dict: } -def load_country_to_code_map() -> Dict: +def load_country_to_code_map() -> dict: """Load a map of lowercase country name to 2-letter ISO symbol.""" return { ( @@ -76,7 +66,7 @@ def validate_countries(countries) -> str: elif not isinstance(countries, list): raise OpenBBError("Invalid countries list.") - new_countries: List = [] + new_countries: list = [] if "all" in countries or "ALL" in countries: return "all" @@ -118,7 +108,7 @@ def validate_symbols(symbols) -> str: if "IRFCL" in symbols or "all" in symbols: return "all" - new_symbols: List = [] + new_symbols: list = [] for symbol in symbols: if symbol in IRFCL_PRESET: @@ -132,22 +122,18 @@ def validate_symbols(symbols) -> str: # We use this as a helper to allow future expansion of the supported IMF indicators. # Each database has its own nuances with URL construction and schemas. -# In the future, we will check the supported symbols map and direct the call -# to the appropriate dtatabase's function. # pylint: disable=too-many-branches,too-many-statements,too-many-locals -async def _get_irfcl_data(**kwargs) -> List[Dict]: +async def _get_irfcl_data(**kwargs) -> list[dict]: """Get IMF IRFCL data. This function is not intended to be called directly, but through the `ImfEconomicIndicatorsFetcher` class. """ # pylint: disable=import-outside-toplevel - from aiohttp.client_exceptions import ContentTypeError # noqa - from json.decoder import JSONDecodeError - from openbb_core.provider.utils.helpers import amake_request from openbb_core.app.model.abstract.error import OpenBBError from openbb_imf.utils import constants + from openbb_imf.utils.helpers import get_data from pandas import to_datetime from pandas.tseries import offsets @@ -167,8 +153,6 @@ async def _get_irfcl_data(**kwargs) -> List[Dict]: if start_date: start_date = to_datetime(start_date) if frequency == "Q": - # offset = offsets.QuarterBegin(startingMonth=1) - # start_date = start_date + offset start_date = offsets.QuarterBegin(startingMonth=1).rollback(start_date) elif frequency == "A": start_date = offsets.YearBegin().rollback(start_date) @@ -187,10 +171,10 @@ async def _get_irfcl_data(**kwargs) -> List[Dict]: end_date = end_date.strftime("%Y-%m-%d") indicator = kwargs.get("symbol") - indicator = validate_symbols(indicator) if indicator else "" - indicator = "" if indicator == "all" else indicator + indicators = validate_symbols(indicator) if indicator else "" + indicators = "" if indicators == "all" else indicators - if not indicator and not countries: + if not indicators and not countries: raise OpenBBError("Country is required when returning the complete dataset.") date_range = ( @@ -199,31 +183,12 @@ async def _get_irfcl_data(**kwargs) -> List[Dict]: else "" ) base_url = "http://dataservices.imf.org/REST/SDMX_JSON.svc/" - key = f"CompactData/IRFCL/{frequency}.{countries}.{indicator}.{sector}" + key = f"CompactData/IRFCL/{frequency}.{countries}.{indicators}.{sector}" url = f"{base_url}{key}{date_range}" - try: - response = await amake_request(url, timeout=20) - except (JSONDecodeError, ContentTypeError) as e: - raise OpenBBError( - "Error fetching data; This might be rate-limiting. Try again later." - ) from e - - if "ErrorDetails" in response: - raise OpenBBError( - f"{response['ErrorDetails'].get('Code')} -> {response['ErrorDetails'].get('Message')}" # type: ignore - ) - - series = response.get("CompactData", {}).get("DataSet", {}).pop("Series", {}) # type: ignore - - if not series: - raise OpenBBError(f"No time series data found -> {response}") - - # If there is only one series, they ruturn a dict instead of a list. - if series and isinstance(series, dict): - series = [series] + series = await get_data(url) - data: List = [] + data: list = [] all_symbols = load_irfcl_symbols() country_map_dict = { v: k.replace("_", " ").title().replace("Ecb", "ECB") @@ -248,13 +213,20 @@ async def _get_irfcl_data(**kwargs) -> List[Dict]: _level: Optional[str] = None _table: Optional[str] = None _title: Optional[str] = None + _unit: Optional[str] = None - if _symbol in all_symbols: - _table = all_symbols.get(_symbol, {}).get("table") - _parent = all_symbols.get(_symbol, {}).get("parent", "") - _order = all_symbols.get(_symbol, {}).get("order", "") - _level = all_symbols.get(_symbol, {}).get("level", "") - _title = all_symbols.get(_symbol, {}).get("title", "") + if _symbol not in all_symbols: + continue + + _table = all_symbols.get(_symbol, {}).get("table") + _parent = all_symbols.get(_symbol, {}).get("parent", "") + _order = all_symbols.get(_symbol, {}).get("order", "") + _level = all_symbols.get(_symbol, {}).get("level", "") + _title = all_symbols.get(_symbol, {}).get("title", "").replace(", ", " - ") + _unit = all_symbols.get(_symbol, {}).get("unit", "") + + if _title: + _title = " - ".join(_title.split(", ")[:-1]) _data = s.pop("Obs", []) @@ -264,6 +236,7 @@ async def _get_irfcl_data(**kwargs) -> List[Dict]: for d in _data: _date = d.pop("@TIME_PERIOD", None) val = d.pop("@OBS_VALUE", None) + _ = d.pop("@OBS_STATUS", None) if not val: continue @@ -294,6 +267,7 @@ async def _get_irfcl_data(**kwargs) -> List[Dict]: ), "title": _title, "value": float(val) if val else None, + "unit": _unit, "scale": meta.get("unit_mult"), }.items() if v @@ -301,11 +275,9 @@ async def _get_irfcl_data(**kwargs) -> List[Dict]: if vals.get("value") and vals.get("date"): d.update(vals) - - if _data: - data.extend([d for d in _data if d]) + data.append(d) if not data: - raise OpenBBError("No data found.") + raise OpenBBError(f"No data found for '{indicator}' in '{countries}'.") return data