From d6832a346fb7783e5291e00cb09867c8a5adc3eb Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 16:34:40 -0400
Subject: [PATCH 01/17] fmp date timezone fixes

---
 .../provider/standard_models/equity_quote.py  |  2 +-
 .../standard_models/etf_equity_exposure.py    |  2 +-
 .../standard_models/eu_yield_curve.py         |  2 +-
 .../standard_models/treasury_rates.py         | 26 +++---
 .../openbb_benzinga/models/analyst_search.py  | 38 ++++----
 .../openbb_benzinga/models/price_target.py    | 25 ++++--
 .../openbb_fmp/models/equity_historical.py    | 10 ++-
 .../fmp/openbb_fmp/models/etf_holdings.py     |  2 +-
 .../fmp/openbb_fmp/models/etf_info.py         |  2 +-
 .../fmp/openbb_fmp/models/financial_ratios.py | 90 ++++++++++++-------
 .../fmp/openbb_fmp/models/index_historical.py |  9 +-
 .../fmp/openbb_fmp/models/key_metrics.py      |  5 +-
 .../fmp/openbb_fmp/models/market_indices.py   |  9 +-
 .../providers/fmp/openbb_fmp/utils/helpers.py | 31 ++++++-
 .../fred/openbb_fred/models/regional.py       |  2 +-
 .../models/equity_historical.py               |  2 +-
 16 files changed, 170 insertions(+), 87 deletions(-)

diff --git a/openbb_platform/core/openbb_core/provider/standard_models/equity_quote.py b/openbb_platform/core/openbb_core/provider/standard_models/equity_quote.py
index c98c7cfdfad8..fe8885d89dd1 100644
--- a/openbb_platform/core/openbb_core/provider/standard_models/equity_quote.py
+++ b/openbb_platform/core/openbb_core/provider/standard_models/equity_quote.py
@@ -142,7 +142,7 @@ class EquityQuoteData(Data):
     change_percent: Optional[float] = Field(
         default=None,
         description="Change in price as a normalized percentage.",
-        json_schema_extra={"x-frontendmultiply": 100},
+        json_schema_extra={"x-frontend_multiply": 100},
     )
     year_high: Optional[float] = Field(
         default=None, description="The one year high (52W High)."
diff --git a/openbb_platform/core/openbb_core/provider/standard_models/etf_equity_exposure.py b/openbb_platform/core/openbb_core/provider/standard_models/etf_equity_exposure.py
index eb739ea1122e..b2ceb5f02ea9 100644
--- a/openbb_platform/core/openbb_core/provider/standard_models/etf_equity_exposure.py
+++ b/openbb_platform/core/openbb_core/provider/standard_models/etf_equity_exposure.py
@@ -35,7 +35,7 @@ class EtfEquityExposureData(Data):
     weight: Optional[float] = Field(
         default=None,
         description="The weight of the equity in the ETF, as a normalized percent.",
-        json_schema_extra={"units_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     market_value: Optional[Union[int, float]] = Field(
         default=None,
diff --git a/openbb_platform/core/openbb_core/provider/standard_models/eu_yield_curve.py b/openbb_platform/core/openbb_core/provider/standard_models/eu_yield_curve.py
index 81d01c278b80..eaf9efd68779 100644
--- a/openbb_platform/core/openbb_core/provider/standard_models/eu_yield_curve.py
+++ b/openbb_platform/core/openbb_core/provider/standard_models/eu_yield_curve.py
@@ -25,5 +25,5 @@ class EUYieldCurveData(Data):
     rate: Optional[float] = Field(
         description="Yield curve rate, as a normalized percent.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent.", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
diff --git a/openbb_platform/core/openbb_core/provider/standard_models/treasury_rates.py b/openbb_platform/core/openbb_core/provider/standard_models/treasury_rates.py
index 743ec65a746c..93149d1c3776 100644
--- a/openbb_platform/core/openbb_core/provider/standard_models/treasury_rates.py
+++ b/openbb_platform/core/openbb_core/provider/standard_models/treasury_rates.py
@@ -33,65 +33,65 @@ class TreasuryRatesData(Data):
     week_4: Optional[float] = Field(
         default=None,
         description="4 week Treasury bills rate (secondary market).",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     month_1: Optional[float] = Field(
         description="1 month Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     month_2: Optional[float] = Field(
         description="2 month Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     month_3: Optional[float] = Field(
         description="3 month Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     month_6: Optional[float] = Field(
         description="6 month Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     year_1: Optional[float] = Field(
         description="1 year Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     year_2: Optional[float] = Field(
         description="2 year Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     year_3: Optional[float] = Field(
         description="3 year Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     year_5: Optional[float] = Field(
         description="5 year Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     year_7: Optional[float] = Field(
         description="7 year Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     year_10: Optional[float] = Field(
         description="10 year Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     year_20: Optional[float] = Field(
         description="20 year Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     year_30: Optional[float] = Field(
         description="30 year Treasury rate.",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
diff --git a/openbb_platform/providers/benzinga/openbb_benzinga/models/analyst_search.py b/openbb_platform/providers/benzinga/openbb_benzinga/models/analyst_search.py
index f5cf40a2a5a8..3c9cf4646ab8 100644
--- a/openbb_platform/providers/benzinga/openbb_benzinga/models/analyst_search.py
+++ b/openbb_platform/providers/benzinga/openbb_benzinga/models/analyst_search.py
@@ -90,19 +90,19 @@ class BenzingaAnalystSearchData(AnalystSearchData):
     overall_success_rate: Optional[float] = Field(
         default=None,
         description="The percentage (normalized) of gain/loss ratings that resulted in a gain overall.",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     overall_avg_return_percentile: Optional[float] = Field(
         default=None,
         description="The percentile (normalized) of this analyst's overall average"
         + " return per rating in comparison to other analysts' overall average returns per rating.",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     total_ratings_percentile: Optional[float] = Field(
         default=None,
         description="The percentile (normalized) of this analyst's total number of ratings"
         + " in comparison to the total number of ratings published by all other analysts",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     total_ratings: Optional[int] = Field(
         default=None,
@@ -119,13 +119,13 @@ class BenzingaAnalystSearchData(AnalystSearchData):
     overall_average_return: Optional[float] = Field(
         default=None,
         description="The average percent (normalized) price difference per rating since the date of recommendation",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     overall_std_dev: Optional[float] = Field(
         default=None,
         description="The standard deviation in percent (normalized) price difference in the"
         + " analyst's ratings since the date of recommendation",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="overall_stdev",
     )
     gain_count_1m: Optional[int] = Field(
@@ -141,14 +141,14 @@ class BenzingaAnalystSearchData(AnalystSearchData):
     average_return_1m: Optional[float] = Field(
         default=None,
         description="The average percent (normalized) price difference per rating over the last month",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="1m_average_return",
     )
     std_dev_1m: Optional[float] = Field(
         default=None,
         description="The standard deviation in percent (normalized) price difference in the"
         + " analyst's ratings over the last month",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="1m_stdev",
     )
     smart_score_1m: Optional[float] = Field(
@@ -176,14 +176,14 @@ class BenzingaAnalystSearchData(AnalystSearchData):
         default=None,
         description="The average percent (normalized) price difference per rating over"
         + " the last 3 months",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="3m_average_return",
     )
     std_dev_3m: Optional[float] = Field(
         default=None,
         description="The standard deviation in percent (normalized) price difference in the"
         + " analyst's ratings over the last 3 months",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="3m_stdev",
     )
     smart_score_3m: Optional[float] = Field(
@@ -211,14 +211,14 @@ class BenzingaAnalystSearchData(AnalystSearchData):
         default=None,
         description="The average percent (normalized) price difference per rating over"
         + " the last 6 months",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="6m_average_return",
     )
     std_dev_6m: Optional[float] = Field(
         default=None,
         description="The standard deviation in percent (normalized) price difference in the"
         + " analyst's ratings over the last 6 months",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="6m_stdev",
     )
     gain_count_9m: Optional[int] = Field(
@@ -235,14 +235,14 @@ class BenzingaAnalystSearchData(AnalystSearchData):
         default=None,
         description="The average percent (normalized) price difference per rating over"
         + " the last 9 months",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="9m_average_return",
     )
     std_dev_9m: Optional[float] = Field(
         default=None,
         description="The standard deviation in percent (normalized) price difference in the"
         + " analyst's ratings over the last 9 months",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="9m_stdev",
     )
     smart_score_9m: Optional[float] = Field(
@@ -270,14 +270,14 @@ class BenzingaAnalystSearchData(AnalystSearchData):
         default=None,
         description="The average percent (normalized) price difference per rating over"
         + " the last 1 year",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="1y_average_return",
     )
     std_dev_1y: Optional[float] = Field(
         default=None,
         description="The standard deviation in percent (normalized) price difference in the"
         + " analyst's ratings over the last 1 year",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="1y_stdev",
     )
     smart_score_1y: Optional[float] = Field(
@@ -305,14 +305,14 @@ class BenzingaAnalystSearchData(AnalystSearchData):
         default=None,
         description="The average percent (normalized) price difference per rating over"
         + " the last 2 years",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="2y_average_return",
     )
     std_dev_2y: Optional[float] = Field(
         default=None,
         description="The standard deviation in percent (normalized) price difference in the"
         + " analyst's ratings over the last 2 years",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="2y_stdev",
     )
     smart_score_2y: Optional[float] = Field(
@@ -340,14 +340,14 @@ class BenzingaAnalystSearchData(AnalystSearchData):
         default=None,
         description="The average percent (normalized) price difference per rating over"
         + " the last 3 years",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="3y_average_return",
     )
     std_dev_3y: Optional[float] = Field(
         default=None,
         description="The standard deviation in percent (normalized) price difference in the"
         + " analyst's ratings over the last 3 years",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
         alias="3y_stdev",
     )
     smart_score_3y: Optional[float] = Field(
diff --git a/openbb_platform/providers/benzinga/openbb_benzinga/models/price_target.py b/openbb_platform/providers/benzinga/openbb_benzinga/models/price_target.py
index d799e3410d88..b0517af51279 100644
--- a/openbb_platform/providers/benzinga/openbb_benzinga/models/price_target.py
+++ b/openbb_platform/providers/benzinga/openbb_benzinga/models/price_target.py
@@ -45,11 +45,26 @@ class BenzingaPriceTargetQueryParams(PriceTargetQueryParams):
     Source: https://docs.benzinga.io/benzinga-apis/calendar/get-ratings
     """
 
+    # using __alias_dict__ for the aliasing of the fields instead of `Field` alias kwarg
+    # otherwise openapi schema shows as `parameters[date_from]` instead of `start_date`
     __alias_dict__ = {
         "limit": "pagesize",
         "symbol": "parameters[tickers]",
+        "date": "parameters[date]",
+        "start_date": "parameters[date_from]",
+        "end_date": "parameters[date_to]",
+        "updated": "parameters[updated]",
+        "importance": "parameters[importance]",
+        "action": "parameters[action]",
+        "analyst_ids": "parameters[analyst_id]",
+        "firm_ids": "parameters[firm_id]",
+    }
+    __json_schema_extra__ = {
+        "symbol": ["multiple_items_allowed"],
+        "analyst_ids": ["multiple_items_allowed"],
+        "firm_ids": ["multiple_items_allowed"],
+        "fields": ["multiple_items_allowed"],
     }
-    __json_schema_extra__ = {"symbol": ["multiple_items_allowed"]}
 
     page: Optional[int] = Field(
         default=0,
@@ -60,17 +75,14 @@ class BenzingaPriceTargetQueryParams(PriceTargetQueryParams):
     date: Optional[dateType] = Field(
         default=None,
         description="Date for calendar data, shorthand for date_from and date_to.",
-        alias="parameters[date]",
     )
     start_date: Optional[dateType] = Field(
         default=None,
         description=QUERY_DESCRIPTIONS.get("start_date", ""),
-        alias="parameters[date_from]",
     )
     end_date: Optional[dateType] = Field(
         default=None,
         description=QUERY_DESCRIPTIONS.get("end_date", ""),
-        alias="parameters[date_to]",
     )
     updated: Optional[Union[dateType, int]] = Field(
         default=None,
@@ -78,13 +90,11 @@ class BenzingaPriceTargetQueryParams(PriceTargetQueryParams):
         + " This will force the sort order to be Greater Than or Equal to the timestamp indicated."
         + " The date can be a date string or a Unix timestamp."
         + " The date string must be in the format of YYYY-MM-DD.",
-        alias="parameters[updated]",
     )
     importance: Optional[int] = Field(
         default=None,
         description="Importance level to filter by."
         + " Uses Greater Than or Equal To the importance indicated",
-        alias="parameters[importance]",
     )
     action: Optional[
         Literal[
@@ -103,18 +113,15 @@ class BenzingaPriceTargetQueryParams(PriceTargetQueryParams):
     ] = Field(
         default=None,
         description="Filter by a specific action_company.",
-        alias="parameters[action]",
     )
     analyst_ids: Optional[Union[List[str], str]] = Field(
         default=None,
         description="Comma-separated list of analyst (person) IDs."
         + " Omitting will bring back all available analysts.",
-        alias="parameters[analyst_id]",
     )
     firm_ids: Optional[Union[List[str], str]] = Field(
         default=None,
         description="Comma-separated list of firm IDs.",
-        alias="parameters[firm_id]",
     )
     fields: Optional[Union[List[str], str]] = Field(
         default=None,
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/equity_historical.py b/openbb_platform/providers/fmp/openbb_fmp/models/equity_historical.py
index 5225a0daa183..19ead52f7729 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/equity_historical.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/equity_historical.py
@@ -22,8 +22,8 @@
     amake_request,
     get_querystring,
 )
-from openbb_fmp.utils.helpers import get_interval
-from pydantic import Field
+from openbb_fmp.utils.helpers import get_interval, parse_date
+from pydantic import Field, field_validator
 
 
 class FMPEquityHistoricalQueryParams(EquityHistoricalQueryParams):
@@ -43,6 +43,7 @@ class FMPEquityHistoricalQueryParams(EquityHistoricalQueryParams):
 class FMPEquityHistoricalData(EquityHistoricalData):
     """FMP Equity Historical Price Data."""
 
+    symbol: Optional[str] = Field(default=None, description="Symbol of the equity.")
     adj_close: Optional[float] = Field(
         default=None, description=DATA_DESCRIPTIONS.get("adj_close", "")
     )
@@ -60,6 +61,11 @@ class FMPEquityHistoricalData(EquityHistoricalData):
         json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
 
+    @field_validator("date", mode="before", check_fields=False)
+    def date_validate(cls, v):  # pylint: disable=E0213
+        """Return formatted datetime."""
+        return parse_date(v, "America/New_York")
+
 
 class FMPEquityHistoricalFetcher(
     Fetcher[
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/etf_holdings.py b/openbb_platform/providers/fmp/openbb_fmp/models/etf_holdings.py
index 6c6566828dee..385a24039262 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/etf_holdings.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/etf_holdings.py
@@ -73,7 +73,7 @@ class FMPEtfHoldingsData(EtfHoldingsData):
         description="The weight of the holding, as a normalized percent.",
         alias="pctVal",
         default=None,
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     payoff_profile: Optional[str] = Field(
         description="The payoff profile of the holding.",
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/etf_info.py b/openbb_platform/providers/fmp/openbb_fmp/models/etf_info.py
index 21cfab00a8aa..680c12866991 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/etf_info.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/etf_info.py
@@ -43,7 +43,7 @@ class FMPEtfInfoData(EtfInfoData):
     expense_ratio: Optional[float] = Field(
         default=None,
         description="The expense ratio, as a normalized percent.",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     holdings_count: Optional[int] = Field(
         default=None, description="Number of holdings."
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index 2cc5b5f7d9b9..9ccd04d97099 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -8,13 +8,16 @@
     FinancialRatiosData,
     FinancialRatiosQueryParams,
 )
-from openbb_core.provider.utils.descriptions import QUERY_DESCRIPTIONS
-from openbb_core.provider.utils.errors import EmptyDataError
+from openbb_core.provider.utils.descriptions import (
+    DATA_DESCRIPTIONS,
+    QUERY_DESCRIPTIONS,
+)
 from openbb_core.provider.utils.helpers import (
-    amake_request,
+    ClientResponse,
+    ClientSession,
+    amake_requests,
     to_snake_case,
 )
-from openbb_fmp.utils.helpers import response_callback
 from pydantic import Field, model_validator
 
 
@@ -24,22 +27,30 @@ class FMPFinancialRatiosQueryParams(FinancialRatiosQueryParams):
     Source: https://financialmodelingprep.com/developer/docs/#Company-Financial-Ratios
     """
 
+    __json_schema_extra__ = {"symbol": ["multiple_items_allowed"]}
+
     period: Literal["annual", "quarter", "ttm"] = Field(
         default="annual", description=QUERY_DESCRIPTIONS.get("period", "")
     )
+    with_ttm: Optional[bool] = Field(
+        default=False, description="Include trailing twelve months (TTM) data."
+    )
 
 
 class FMPFinancialRatiosData(FinancialRatiosData):
     """FMP Financial Ratios Data."""
 
     __alias_dict__ = {
-        "dividend_yield_ttm": "dividend_yiel_ttm",
-        "dividend_yield_ttm_percent": "dividend_yiel_percentage_ttm",
+        "dividend_yield": "dividend_yiel",
+        "dividend_yield_percentage": "dividend_yiel_percentage",
         "period_ending": "date",
         "fiscal_period": "period",
         "fiscal_year": "calendar_year",
     }
 
+    symbol: Optional[str] = Field(
+        default=None, description=DATA_DESCRIPTIONS.get("symbol", "")
+    )
     current_ratio: Optional[float] = Field(default=None, description="Current ratio.")
     quick_ratio: Optional[float] = Field(default=None, description="Quick ratio.")
     cash_ratio: Optional[float] = Field(default=None, description="Cash ratio.")
@@ -226,37 +237,54 @@ async def aextract_data(
 
         base_url = "https://financialmodelingprep.com/api/v3"
 
-        ttm_url = f"{base_url}/ratios-ttm/{query.symbol}?&apikey={api_key}"
+        ttm_dict = {"period": "TTM", "date": datetime.now().strftime("%Y-%m-%d")}
 
-        url = (
-            f"{base_url}/ratios/{query.symbol}?"
-            f"period={query.period}&limit={query.limit}&apikey={api_key}"
-            if query.period != "ttm"
-            else ttm_url
-        )
-        results = await amake_request(
-            url, response_callback=response_callback, **kwargs
-        )
+        async def response_callback(
+            response: ClientResponse, session: ClientSession
+        ) -> List[Dict]:
+            results = await response.json()
+            symbol = response.url.parts[-1]
+
+            # TTM data
+            ttm_url = f"{base_url}/ratios-ttm/{symbol}?&apikey={api_key}"
+            if query.with_ttm and (ratios_ttm := await session.get_one(ttm_url)):
+                results.insert(
+                    0,
+                    {"symbol": symbol, **ttm_dict, **ratios_ttm},
+                )
+
+            if query.period == "ttm":
+                results = [{**ttm_dict, **item} for item in results]
+
+            return results
 
-        if not results:
-            raise EmptyDataError(f"No data found for the symbol {query.symbol}.")
+        endpoint = "ratios" if query.period != "ttm" else "ratios-ttm"
 
-        return results  # type: ignore
+        urls = [
+            (f"{base_url}/{endpoint}/{symbol}") for symbol in query.symbol.split(",")
+        ]
+
+        kwargs.update(
+            params={"period": query.period, "limit": query.limit, "apikey": api_key}
+        )
+
+        return await amake_requests(urls, response_callback=response_callback, **kwargs)
 
     @staticmethod
     def transform_data(
         query: FMPFinancialRatiosQueryParams, data: List[Dict], **kwargs: Any
     ) -> List[FMPFinancialRatiosData]:
         """Return the transformed data."""
-        results = [
-            {to_snake_case(k).replace("ttm", ""): v for k, v in item.items()}
-            for item in data
-        ]
-        if query.period == "ttm":
-            results[0].update(
-                {"period": "TTM", "date": datetime.now().date().strftime("%Y-%m-%d")}
-            )
-        for item in results:
-            item.pop("symbol", None)
-            item.pop("dividend_yiel_percentage", None)
-        return [FMPFinancialRatiosData.model_validate(d) for d in results]
+        results = []
+        for item in data:
+            new_item = {to_snake_case(k).replace("ttm", ""): v for k, v in item.items()}
+
+            if new_item.get("period", None) != "TTM":
+                new_item.pop("dividend_yiel_percentage", None)
+
+            if len(query.symbol.split(",")) == 1:
+                new_item.pop("symbol", None)
+
+            results.append(FMPFinancialRatiosData.model_validate(new_item))
+
+        return results
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py b/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
index 33eabd6f5b3f..ab248116a2a2 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
@@ -22,8 +22,8 @@
     amake_request,
     get_querystring,
 )
-from openbb_fmp.utils.helpers import get_interval
-from pydantic import Field
+from openbb_fmp.utils.helpers import get_interval, parse_date
+from pydantic import Field, field_validator
 
 
 class FMPIndexHistoricalQueryParams(IndexHistoricalQueryParams):
@@ -57,6 +57,11 @@ class FMPIndexHistoricalData(IndexHistoricalData):
         json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
 
+    @field_validator("date", mode="before", check_fields=False)
+    def date_validate(cls, v):  # pylint: disable=E0213
+        """Return formatted datetime."""
+        return parse_date(v, "America/New_York")
+
 
 class FMPIndexHistoricalFetcher(
     Fetcher[
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/key_metrics.py b/openbb_platform/providers/fmp/openbb_fmp/models/key_metrics.py
index 3f7f7b0ce3f9..f88edcebffcf 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/key_metrics.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/key_metrics.py
@@ -122,7 +122,7 @@ class FMPKeyMetricsData(KeyMetricsData):
     dividend_yield: Optional[float] = Field(
         default=None,
         description="Dividend yield, as a normalized percent.",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     payout_ratio: Optional[float] = Field(default=None, description="Payout ratio")
     sales_general_and_administrative_to_revenue: Optional[float] = Field(
@@ -251,6 +251,9 @@ async def get_one(symbol):
                         ttm_url, response_callback=response_callback, **kwargs
                     )
                 ):
+                    if isinstance(metrics_ttm, list):
+                        metrics_ttm = metrics_ttm[0]
+
                     result.insert(  # type: ignore
                         0,
                         {
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/market_indices.py b/openbb_platform/providers/fmp/openbb_fmp/models/market_indices.py
index 15e4bb6719c5..e90e7777c921 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/market_indices.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/market_indices.py
@@ -13,8 +13,8 @@
 )
 from openbb_core.provider.utils.descriptions import DATA_DESCRIPTIONS
 from openbb_core.provider.utils.helpers import get_querystring
-from openbb_fmp.utils.helpers import get_data_many
-from pydantic import Field, NonNegativeInt
+from openbb_fmp.utils.helpers import get_data_many, parse_date
+from pydantic import Field, NonNegativeInt, field_validator
 
 
 class FMPMarketIndicesQueryParams(MarketIndicesQueryParams):
@@ -63,6 +63,11 @@ class FMPMarketIndicesData(MarketIndicesData):
         default=None,
     )
 
+    @field_validator("date", mode="before", check_fields=False)
+    def date_validate(cls, v):  # pylint: disable=E0213
+        """Return formatted datetime."""
+        return parse_date(v, "America/New_York")
+
 
 class FMPMarketIndicesFetcher(
     Fetcher[
diff --git a/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py b/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
index c37c5718cdc6..5634579eef8c 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
@@ -1,8 +1,12 @@
 """FMP Helpers Module."""
 
-from datetime import date as dateType
+from datetime import (
+    date as dateType,
+    datetime,
+)
 from typing import Any, Dict, List, Optional, Union
 
+from dateutil import parser
 from openbb_core.provider.utils.client import ClientSession
 from openbb_core.provider.utils.errors import EmptyDataError
 from openbb_core.provider.utils.helpers import (
@@ -12,6 +16,7 @@
     get_querystring,
 )
 from pydantic import BaseModel
+from pytz import timezone
 
 
 async def response_callback(
@@ -144,3 +149,27 @@ def get_interval(value: str) -> str:
     }
 
     return f"{value[:-1]}{intervals[value[-1]]}"
+
+
+# some fmp endpoint return date in EST without a timezone, this function will parse it
+# and return a datetime object with the correct timezone
+def parse_date(date: str, with_tz: Optional[str] = None) -> datetime:
+    """Parse the date string.
+
+    Parameters
+    ----------
+    date: str
+        The date string to parse.
+    with_tz: Optional[str]
+        Timezone the date is in.
+
+    Returns
+    -------
+    datetime
+        The parsed datetime.
+    """
+
+    date_dt = parser.isoparse(str(date))
+    local = timezone(with_tz or "America/New_York")
+
+    return local.localize(date_dt.replace(tzinfo=None)) if with_tz else date_dt
diff --git a/openbb_platform/providers/fred/openbb_fred/models/regional.py b/openbb_platform/providers/fred/openbb_fred/models/regional.py
index 64d8b12cc6ff..79a08d4b7612 100644
--- a/openbb_platform/providers/fred/openbb_fred/models/regional.py
+++ b/openbb_platform/providers/fred/openbb_fred/models/regional.py
@@ -182,7 +182,7 @@ class FredRegionalData(SeriesData):
     )
     value: Optional[Union[int, float]] = Field(
         default=None,
-        description="The obersvation value. The units are defined in the search results by series ID.",
+        description="The observation value. The units are defined in the search results by series ID.",
     )
     series_id: str = Field(
         description="The individual series ID for the region.",
diff --git a/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py b/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
index ff5f08932583..99e80b44376d 100644
--- a/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
+++ b/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
@@ -96,7 +96,7 @@ class IntrinioEquityHistoricalData(EquityHistoricalData):
         default=None,
         description="Percent change in the price of the symbol from the previous day.",
         alias="percent_change",
-        json_schema_extra={"unit_measurement": "percent", "frontend_multiply": 100},
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     adj_open: Optional[float] = Field(
         default=None,

From 405d4f59851182a5c35e837c8679b06fac021fd4 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 16:47:11 -0400
Subject: [PATCH 02/17] pylint

---
 .../openbb_core/provider/standard_models/index_historical.py    | 2 +-
 .../providers/fmp/openbb_fmp/models/index_historical.py         | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/openbb_platform/core/openbb_core/provider/standard_models/index_historical.py b/openbb_platform/core/openbb_core/provider/standard_models/index_historical.py
index ad5c1ecea46b..cd32f05e594c 100644
--- a/openbb_platform/core/openbb_core/provider/standard_models/index_historical.py
+++ b/openbb_platform/core/openbb_core/provider/standard_models/index_historical.py
@@ -69,7 +69,7 @@ class IndexHistoricalData(Data):
 
     @field_validator("date", mode="before", check_fields=False)
     @classmethod
-    def date_validate(cls, v):
+    def date_validate(cls, v):  # pylint: disable=E0213
         """Return formatted datetime."""
         if ":" in str(v):
             return parser.isoparse(str(v))
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py b/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
index ab248116a2a2..879d0b500dc1 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
@@ -58,6 +58,7 @@ class FMPIndexHistoricalData(IndexHistoricalData):
     )
 
     @field_validator("date", mode="before", check_fields=False)
+    @classmethod
     def date_validate(cls, v):  # pylint: disable=E0213
         """Return formatted datetime."""
         return parse_date(v, "America/New_York")

From 0da86a3f831a42d695d59a0aac67b20454cf3afe Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 16:58:04 -0400
Subject: [PATCH 03/17] types

---
 .../providers/fmp/openbb_fmp/models/etf_info.py    |  2 +-
 .../fmp/openbb_fmp/models/financial_ratios.py      | 14 +++++++-------
 .../openbb_intrinio/models/equity_historical.py    |  2 +-
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/etf_info.py b/openbb_platform/providers/fmp/openbb_fmp/models/etf_info.py
index 680c12866991..4df138fc01a1 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/etf_info.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/etf_info.py
@@ -76,7 +76,7 @@ async def aextract_data(
         """Return the raw data from the FMP endpoint."""
         api_key = credentials.get("fmp_api_key") if credentials else ""
         symbols = query.symbol.split(",")
-        results = []
+        results: List[dict] = []
 
         async def get_one(symbol):
             """Get one symbol."""
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index 9ccd04d97099..4b4a7498e48f 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -242,20 +242,20 @@ async def aextract_data(
         async def response_callback(
             response: ClientResponse, session: ClientSession
         ) -> List[Dict]:
-            results = await response.json()
+            results: List[dict] = await response.json()
             symbol = response.url.parts[-1]
 
             # TTM data
             ttm_url = f"{base_url}/ratios-ttm/{symbol}?&apikey={api_key}"
-            if query.with_ttm and (ratios_ttm := await session.get_one(ttm_url)):
+
+            if query.period == "ttm":
+                results = [{**ttm_dict, **item} for item in results]
+            elif query.with_ttm and (ratios_ttm := await session.get_one(ttm_url)):
                 results.insert(
                     0,
                     {"symbol": symbol, **ttm_dict, **ratios_ttm},
                 )
 
-            if query.period == "ttm":
-                results = [{**ttm_dict, **item} for item in results]
-
             return results
 
         endpoint = "ratios" if query.period != "ttm" else "ratios-ttm"
@@ -275,11 +275,11 @@ def transform_data(
         query: FMPFinancialRatiosQueryParams, data: List[Dict], **kwargs: Any
     ) -> List[FMPFinancialRatiosData]:
         """Return the transformed data."""
-        results = []
+        results: List[FMPFinancialRatiosData] = []
         for item in data:
             new_item = {to_snake_case(k).replace("ttm", ""): v for k, v in item.items()}
 
-            if new_item.get("period", None) != "TTM":
+            if new_item.get("period") != "TTM":
                 new_item.pop("dividend_yiel_percentage", None)
 
             if len(query.symbol.split(",")) == 1:
diff --git a/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py b/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
index 99e80b44376d..322c3946957c 100644
--- a/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
+++ b/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
@@ -210,7 +210,7 @@ async def aextract_data(
 
         async def callback(response: ClientResponse, session: ClientSession) -> list:
             """Return the response."""
-            init_response = await response.json()
+            init_response: dict = await response.json()
 
             all_data: list = init_response.get(data_key, [])
 

From f107b979f51e4e7b91ba3b90aeee52994662eeb2 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 17:12:48 -0400
Subject: [PATCH 04/17] type out of here

---
 .../fmp/openbb_fmp/models/financial_ratios.py          |  2 +-
 .../providers/fmp/openbb_fmp/models/key_metrics.py     |  2 +-
 .../openbb_intrinio/models/equity_historical.py        | 10 +++++-----
 3 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index 4b4a7498e48f..ae275bacaa0e 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -242,7 +242,7 @@ async def aextract_data(
         async def response_callback(
             response: ClientResponse, session: ClientSession
         ) -> List[Dict]:
-            results: List[dict] = await response.json()
+            results: List[dict] = await response.json()  # type: ignore
             symbol = response.url.parts[-1]
 
             # TTM data
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/key_metrics.py b/openbb_platform/providers/fmp/openbb_fmp/models/key_metrics.py
index f88edcebffcf..a22723ff5fbb 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/key_metrics.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/key_metrics.py
@@ -229,7 +229,7 @@ async def aextract_data(
 
         symbols = query.symbol.split(",")
 
-        results = []
+        results = []  # type: ignore
 
         async def get_one(symbol):
             """Get data for one symbol."""
diff --git a/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py b/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
index 322c3946957c..9d67ebda34d1 100644
--- a/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
+++ b/openbb_platform/providers/intrinio/openbb_intrinio/models/equity_historical.py
@@ -72,9 +72,9 @@ def set_time_params(cls, values: "IntrinioEquityHistoricalQueryParams"):
         }
 
         if values.interval in ["1m", "5m", "10m", "15m", "30m", "60m", "1h"]:
-            values._interval_size = values.interval
+            values._interval_size = values.interval  # type: ignore
         elif values.interval in ["1d", "1W", "1M", "1Q", "1Y"]:
-            values._frequency = frequency_dict[values.interval]
+            values._frequency = frequency_dict[values.interval]  # type: ignore
 
         return values
 
@@ -210,7 +210,7 @@ async def aextract_data(
 
         async def callback(response: ClientResponse, session: ClientSession) -> list:
             """Return the response."""
-            init_response: dict = await response.json()
+            init_response: dict = await response.json()  # type: ignore
 
             all_data: list = init_response.get(data_key, [])
 
@@ -219,8 +219,8 @@ async def callback(response: ClientResponse, session: ClientSession) -> list:
                 url = response.url.update_query(next_page=next_page).human_repr()
                 response_data = await session.get_json(url)
 
-                all_data.extend(response_data.get(data_key, []))
-                next_page = response_data.get("next_page", None)
+                all_data.extend(response_data.get(data_key, []))  # type: ignore
+                next_page = response_data.get("next_page", None)  # type: ignore
 
             return all_data
 

From d5c80711e2139764a39136b1eab7dc5931d06cc8 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 17:35:39 -0400
Subject: [PATCH 05/17] Update financial_ratios.py

---
 .../fmp/openbb_fmp/models/financial_ratios.py          | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index ae275bacaa0e..f66f632d2620 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -239,6 +239,8 @@ async def aextract_data(
 
         ttm_dict = {"period": "TTM", "date": datetime.now().strftime("%Y-%m-%d")}
 
+        include_ttm = query.period != "ttm" and query.with_ttm
+
         async def response_callback(
             response: ClientResponse, session: ClientSession
         ) -> List[Dict]:
@@ -247,15 +249,15 @@ async def response_callback(
 
             # TTM data
             ttm_url = f"{base_url}/ratios-ttm/{symbol}?&apikey={api_key}"
-
-            if query.period == "ttm":
-                results = [{**ttm_dict, **item} for item in results]
-            elif query.with_ttm and (ratios_ttm := await session.get_one(ttm_url)):
+            if include_ttm and (ratios_ttm := await session.get_one(ttm_url)):
                 results.insert(
                     0,
                     {"symbol": symbol, **ttm_dict, **ratios_ttm},
                 )
 
+            if query.period == "ttm":
+                results = [{**ttm_dict, **item} for item in results]
+
             return results
 
         endpoint = "ratios" if query.period != "ttm" else "ratios-ttm"

From 5fe65021799cf24983d8d6b9667a4c01e785a142 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 17:37:24 -0400
Subject: [PATCH 06/17] Update financial_ratios.py

---
 .../providers/fmp/openbb_fmp/models/financial_ratios.py       | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index f66f632d2620..4a19c0932d58 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -262,9 +262,7 @@ async def response_callback(
 
         endpoint = "ratios" if query.period != "ttm" else "ratios-ttm"
 
-        urls = [
-            (f"{base_url}/{endpoint}/{symbol}") for symbol in query.symbol.split(",")
-        ]
+        urls = [f"{base_url}/{endpoint}/{symbol}" for symbol in query.symbol.split(",")]
 
         kwargs.update(
             params={"period": query.period, "limit": query.limit, "apikey": api_key}

From a884b2e8c6f800c0b57756df37aea103baf5f5f3 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 17:42:39 -0400
Subject: [PATCH 07/17] Update financial_ratios.py

---
 .../providers/fmp/openbb_fmp/models/financial_ratios.py         | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index 4a19c0932d58..3f9aee3b0013 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -256,7 +256,7 @@ async def response_callback(
                 )
 
             if query.period == "ttm":
-                results = [{**ttm_dict, **item} for item in results]
+                results = [{"symbol": symbol, **ttm_dict, **item} for item in results]
 
             return results
 

From 85ab51bf88bf132fe91b0a4580715c1f74846c11 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 18:35:09 -0400
Subject: [PATCH 08/17] Update test_fmp_financial_ratios_fetcher.yaml

---
 .../test_fmp_financial_ratios_fetcher.yaml    | 309 +++++++++---------
 1 file changed, 155 insertions(+), 154 deletions(-)

diff --git a/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_financial_ratios_fetcher.yaml b/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_financial_ratios_fetcher.yaml
index 37d760efec65..d7635cff5a86 100644
--- a/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_financial_ratios_fetcher.yaml
+++ b/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_financial_ratios_fetcher.yaml
@@ -3,9 +3,9 @@ interactions:
     body: null
     headers:
       Accept:
-      - '*/*'
+      - application/json
       Accept-Encoding:
-      - gzip, deflate, br
+      - gzip, deflate
       Connection:
       - keep-alive
     method: GET
@@ -13,160 +13,161 @@ interactions:
   response:
     body:
       string: !!binary |
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+        x4qJn9T1S4VzMS1q0nvpkUWpU8BMUgJ4bTkoO4XaXJ2KaWRsDvIKrGfead+jghx4U+kCqanxvWY/
+        FmMEI5ZrgOVjms3dj2lL7quau2Q1aWouui48Jo+1wKEt6k1i8xr05vQoUPOS9iz7ZFB34FHptlx0
+        baEc9+3lDktsvOLKGs7y2cP0yKxJSCCgQrJrUmFTY1OUPqt8cRunKFm33093K1bsqPzDpJwI9Sto
+        UqDHjjGMnfPqa+OIZsVfZ0dTkdpqF1UTbNdKo47ZUTmtaEXWRJ184gE61jyod2ypiiKHYud4skVH
+        bMrEJ7MqsuBTy+o4QkeFkbH4FPZQ6n3b9j45Kn2Ac1JUIFmmG9AjRwmo8upaD1MfyB44xjqksWeH
+        OieEqbVtFxzteHGzH13PtkxT7tTYGFU9qaGiMuvqbfCodFXVw+m/aZJnuwHtMUfdKUUBbRn2SrXR
+        2KhSLq6acyJkJypYI4wKuRVlUK9NvxVKewQZlAvAIUSSMHHfmfVRPBtLHlWZ1PoyTQHjXYTcO2f7
+        CCndogyYIo9SyLPOlFcREgjMKkN36gDLNDelFMeVNlY5B3KCZ6v/ls3Dh+ufFujQ8UF6dWuUHZV1
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+        aqqqbJv5g+uzdTh4P5ytziIqPVdTWJ+dX0zupoXqUaT6DAdMLfWiLKZcx8giH51FKWD6IGvyAmaX
+        Dsj13r57I0iGqyAZ3gSSr2vHlUPtznqdrUES6aw+RcjIeU3ECiTHim7lWnrnql01auzFs4M0nFKZ
+        OZA13FZnkwbJoKI2HWmMHG4k3yWcrRpzOS7UhVYEvPj0HY4sg9AC+iiqIG7naY8jlYLPpSiKQSnO
+        ex6+F8yWaxtVPrYZblx74IEsStpXawwn6vKTjNlp+DN2sy5jTb26EpyH932QqkvLCtCqnKIB8w5I
+        2rEzjcK+8hqtmW9Rqm0CRF2wJaCpKd2w64Ycc4+yHZP2bmr5o0Z/FVjLSg2zTRT1QZJrWJVj4FR5
+        sZccKTiJaXQZcgCniPfWC7mzF0uSVLWddGNV8Cz6g/7jepmECMDwNPKxpOYtucqS6vCfvFh17PXf
+        UOKYJV1AvhqtSox2WrteqY1X+331lZlDSo8iFULhZHCOivNT3dMRRhr5z9S4V0I4XKmySaPQtlLH
+        zDk3idLlSKRvwjpRWnOcRes7GKn6TMbCnIp+NMbYaT2OuFFQCatIF/0y4U5apHr2KFsf/aLfIdjI
+        pZ5PUZaUihy5VUoWbiH1PR+kCVUnS9RhVW4z26AFRaoZT+GIqNzeTrnPG4pEcqkEXsEcN4V7r1Kk
+        TCn0aFAysJvy2m/FSPV9Vwt9yUGz+HWHHYzcOWj7HFmVQ6y63RjkM7KTIL/KkWlQX7MK3WNx+an/
+        /i0YGeIw1s6pZYbTSdg8e7j+ccEvHYoMSl5QmyR1tvIL5lxD5OHQVXRWqzT2fsBcLmHpBttApEJ7
+        NSlOUcZKkpVTse+JdCrNUcmBFtT7sCLPg0i21E8pY0FWNVMj2y5FHg7ej2NbTBT2wI49VJYP3bZQ
+        XYhU147xB1WKtMJ55EEU24wJ+CUFNQvDYlqs6xIiV3v77o0MefXXa+xbfr3GjgE1r16AcsFPeS2r
+        MLYcNryXeuEhupovesmQkiyjxRhirmmywnadkWGQUFakQv0uWsz4CkIqdu3UtwolXJtnYOuLVHae
+        ajxUacE/S0DtI2ROQywINZS/vKrXfrtGuWNR+eFC59iaYe3VabO+cnwoIyA3uDqKYUdhVjHKeXBx
+        1ohghyBVVRBDVBnsccdIrAWj3EwPiyHLm6Nuhx+VRa8+JzlPPQS7+KjiF+URcbDN1OKgg4+uKrkp
+        86FRmSWbip0uP6q+vTBxBelSE4o7/Bg40cYhFtzUIWQdxa4+cvwKVoawdKLMThS7vxNLfpRP2nNo
+        sjKv43E2JOyodhBZrbbqpOKv4qMyqcfmA0ptjFMBzzE+7j3V4UefJVIVyZMsUyvD2RXYYiQ0loLE
+        dlJ0PLZyxH2KlMSRIFaaCBfHzI5JjyJVFqokdfWcN+pycbkEvYY/6t1qlWSqNqHtWHfD2PohgDBi
+        taLe7VjveSNdFZ+qd+UY5zyP7ngjXUxRlYZVVejtoBxzpFK7hTlGxnc3LrzAw6w0iajOmOqlOBdR
+        i2FRjYQURqhqajTz4q4gBv1Wpj9vjmbrjrMeVr7EqU3yzRDJfladGv2AREs43IXIvWO2z5CmfeRV
+        ZlQfRP2imGo9C+qiBQZugUbMLaOePWasqvKdDkG3rXcfGv0gC0pdPZBUyvJdOfAWjSKvjF151Bik
+        aGuQ5WJ3Ir9N/6uVkR9/juD1n1sC2HWQr0ymWlEDj3QzNcohh2nP4X1tL3pIjYeDDyLYCpqV8TeR
+        VFe8wLXbFqqDjU4+i1L1kzImmsn9v8+Neaj6xRzlzQoI4zIbdtEocrO7794Iju4qOL7lR2tAwqq4
+        S1Kv2/HX7c7j1vmP+ska46PRL9ssfslidifU7tGp906RYTKp111w9Mp/jF4/WGbX/cl3uNFz9ZJ8
+        KK6iyXPe8NeF6oJ+34HjHtXtJdu6pNI+NxZlOulXaGQaW3utkEaNmY1EjhpAYm628Xs/WVMU11D5
+        RHE5bQz9LWpGJ7u0qhu83uJKIY1yCmso8nCG8RfJzsO77KgKUKNyBiaksozLGe9nQKqyU068c13d
+        eXAHHt1YLWqdUpnD7Fdzur5HZbGyMerra6buo0fwCPwkuXiy+uNPTUL7KZBjC8Cstq0Ilcuc185H
+        g0iQ6a+2xzkewOPeZizgcfb/Vqh4/ptrZHgedsiB5zEd6vscgTWyC5ioYxZafU4f+5p2PcC8oB9m
+        VOafKmJnPZv6lKceatUryc2nSb93KQ9kZx+5xOOftb3VlvKsGvhhYVRQxanbSwuZ7mCeVSte+cYi
+        pkk7rh3M069owLHKS24AewR5KFCmKopU3Hlmje5SXsQ682r0zjdZMxeci2GK/8TKP1V5Bru/VGhi
+        1Y86Fp1DLBS/kSG7zsIgnSYv+9hz/o1Ji+p445RzrILosqnU36W2/yeuU1JAstWgML3xW3/eQVqi
+        8mejsmnUZ0W/Nbp5+HiBj7kuDvqFXIP80E/qOLPgj7Uz8HDoysdV1Xyq6HdUIa90DHXYS8q7tmq+
+        qhLpm3yBampTq/oL6fdES7XLhw6rWqysOPVT9hH9eq2q5WD0QUwZiaze1Sqrd3mFtTetVa9342gm
+        2jj270sTyR76AxUcrVUiAj5dTGPpDlztLuP++e6//g/agiZNz3oAAA==
     headers:
       Access-Control-Allow-Credentials:
       - 'true'
       Access-Control-Allow-Headers:
       - X-Requested-With, content-type, auth-token, Authorization, stripe-signature,
-        APPS
+        APPS, publicauthkey, privateauthkey
       Access-Control-Allow-Methods:
       - GET, POST, OPTIONS
       Access-Control-Allow-Origin:
@@ -180,9 +181,9 @@ interactions:
       Content-Type:
       - application/json; charset=utf-8
       Date:
-      - Mon, 16 Oct 2023 12:22:44 GMT
-      ETag:
-      - W/"7a2c-IYeqKv0jiJULoj7Ss5Syn28DqQs"
+      - Fri, 19 Apr 2024 22:33:51 GMT
+      Etag:
+      - W/"7acf-oUoWJK4OrykSmGGjk6Uz+v3CV+o"
       Server:
       - nginx/1.18.0 (Ubuntu)
       Transfer-Encoding:

From 79f1dba828abc3bdfc3dd2b2418f8ec8fb0e3885 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 18:55:56 -0400
Subject: [PATCH 09/17] test ?

---
 .../tests/app/logs/test_handlers_manager.py   | 48 ++++++++++++-------
 1 file changed, 30 insertions(+), 18 deletions(-)

diff --git a/openbb_platform/core/tests/app/logs/test_handlers_manager.py b/openbb_platform/core/tests/app/logs/test_handlers_manager.py
index d46451c63146..46dc55e2efff 100644
--- a/openbb_platform/core/tests/app/logs/test_handlers_manager.py
+++ b/openbb_platform/core/tests/app/logs/test_handlers_manager.py
@@ -37,18 +37,26 @@ def __init__(self, settings):
         """Initialize the formatter."""
         self.settings = settings
 
+    def _style(self):
+        """Return the style."""
+        return logging.PercentStyle
+
 
 def test_handlers_added_correctly():
     """Test if the handlers are added correctly."""
-    with patch(
-        "openbb_core.app.logs.handlers_manager.PosthogHandler",
-        MockPosthogHandler,
-    ), patch(
-        "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
-        MockPathTrackingFileHandler,
-    ), patch(
-        "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
-        MockFormatterWithExceptions,
+    with (
+        patch(
+            "openbb_core.app.logs.handlers_manager.PosthogHandler",
+            MockPosthogHandler,
+        ),
+        patch(
+            "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
+            MockPathTrackingFileHandler,
+        ),
+        patch(
+            "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
+            MockFormatterWithExceptions,
+        ),
     ):
         settings = Mock()
         settings.handler_list = ["stdout", "stderr", "noop", "file", "posthog"]
@@ -75,15 +83,19 @@ def test_handlers_added_correctly():
 
 def test_update_handlers():
     """Test if the handlers are updated correctly."""
-    with patch(
-        "openbb_core.app.logs.handlers_manager.PosthogHandler",
-        MockPosthogHandler,
-    ), patch(
-        "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
-        MockPathTrackingFileHandler,
-    ), patch(
-        "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
-        MockFormatterWithExceptions,
+    with (
+        patch(
+            "openbb_core.app.logs.handlers_manager.PosthogHandler",
+            MockPosthogHandler,
+        ),
+        patch(
+            "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
+            MockPathTrackingFileHandler,
+        ),
+        patch(
+            "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
+            MockFormatterWithExceptions,
+        ),
     ):
         settings = Mock()
         settings.handler_list = ["file", "posthog"]

From 85f299e56ac21432928a11ba84518c6a463f8384 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 18:56:36 -0400
Subject: [PATCH 10/17] Revert "test ?"

This reverts commit 79f1dba828abc3bdfc3dd2b2418f8ec8fb0e3885.
---
 .../tests/app/logs/test_handlers_manager.py   | 48 +++++++------------
 1 file changed, 18 insertions(+), 30 deletions(-)

diff --git a/openbb_platform/core/tests/app/logs/test_handlers_manager.py b/openbb_platform/core/tests/app/logs/test_handlers_manager.py
index 46dc55e2efff..d46451c63146 100644
--- a/openbb_platform/core/tests/app/logs/test_handlers_manager.py
+++ b/openbb_platform/core/tests/app/logs/test_handlers_manager.py
@@ -37,26 +37,18 @@ def __init__(self, settings):
         """Initialize the formatter."""
         self.settings = settings
 
-    def _style(self):
-        """Return the style."""
-        return logging.PercentStyle
-
 
 def test_handlers_added_correctly():
     """Test if the handlers are added correctly."""
-    with (
-        patch(
-            "openbb_core.app.logs.handlers_manager.PosthogHandler",
-            MockPosthogHandler,
-        ),
-        patch(
-            "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
-            MockPathTrackingFileHandler,
-        ),
-        patch(
-            "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
-            MockFormatterWithExceptions,
-        ),
+    with patch(
+        "openbb_core.app.logs.handlers_manager.PosthogHandler",
+        MockPosthogHandler,
+    ), patch(
+        "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
+        MockPathTrackingFileHandler,
+    ), patch(
+        "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
+        MockFormatterWithExceptions,
     ):
         settings = Mock()
         settings.handler_list = ["stdout", "stderr", "noop", "file", "posthog"]
@@ -83,19 +75,15 @@ def test_handlers_added_correctly():
 
 def test_update_handlers():
     """Test if the handlers are updated correctly."""
-    with (
-        patch(
-            "openbb_core.app.logs.handlers_manager.PosthogHandler",
-            MockPosthogHandler,
-        ),
-        patch(
-            "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
-            MockPathTrackingFileHandler,
-        ),
-        patch(
-            "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
-            MockFormatterWithExceptions,
-        ),
+    with patch(
+        "openbb_core.app.logs.handlers_manager.PosthogHandler",
+        MockPosthogHandler,
+    ), patch(
+        "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
+        MockPathTrackingFileHandler,
+    ), patch(
+        "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
+        MockFormatterWithExceptions,
     ):
         settings = Mock()
         settings.handler_list = ["file", "posthog"]

From a8124e5f38e1f493713e149ef13464bb10fd6b4d Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 18:57:04 -0400
Subject: [PATCH 11/17] Update test_handlers_manager.py

---
 .../tests/app/logs/test_handlers_manager.py   | 45 +++++++++++--------
 1 file changed, 27 insertions(+), 18 deletions(-)

diff --git a/openbb_platform/core/tests/app/logs/test_handlers_manager.py b/openbb_platform/core/tests/app/logs/test_handlers_manager.py
index d46451c63146..9b859941b1a5 100644
--- a/openbb_platform/core/tests/app/logs/test_handlers_manager.py
+++ b/openbb_platform/core/tests/app/logs/test_handlers_manager.py
@@ -36,19 +36,24 @@ class MockFormatterWithExceptions(logging.Formatter):
     def __init__(self, settings):
         """Initialize the formatter."""
         self.settings = settings
+        self._style = logging.PercentStyle
 
 
 def test_handlers_added_correctly():
     """Test if the handlers are added correctly."""
-    with patch(
-        "openbb_core.app.logs.handlers_manager.PosthogHandler",
-        MockPosthogHandler,
-    ), patch(
-        "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
-        MockPathTrackingFileHandler,
-    ), patch(
-        "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
-        MockFormatterWithExceptions,
+    with (
+        patch(
+            "openbb_core.app.logs.handlers_manager.PosthogHandler",
+            MockPosthogHandler,
+        ),
+        patch(
+            "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
+            MockPathTrackingFileHandler,
+        ),
+        patch(
+            "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
+            MockFormatterWithExceptions,
+        ),
     ):
         settings = Mock()
         settings.handler_list = ["stdout", "stderr", "noop", "file", "posthog"]
@@ -75,15 +80,19 @@ def test_handlers_added_correctly():
 
 def test_update_handlers():
     """Test if the handlers are updated correctly."""
-    with patch(
-        "openbb_core.app.logs.handlers_manager.PosthogHandler",
-        MockPosthogHandler,
-    ), patch(
-        "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
-        MockPathTrackingFileHandler,
-    ), patch(
-        "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
-        MockFormatterWithExceptions,
+    with (
+        patch(
+            "openbb_core.app.logs.handlers_manager.PosthogHandler",
+            MockPosthogHandler,
+        ),
+        patch(
+            "openbb_core.app.logs.handlers_manager.PathTrackingFileHandler",
+            MockPathTrackingFileHandler,
+        ),
+        patch(
+            "openbb_core.app.logs.handlers_manager.FormatterWithExceptions",
+            MockFormatterWithExceptions,
+        ),
     ):
         settings = Mock()
         settings.handler_list = ["file", "posthog"]

From beddb60cdb4fec5c6d874414897ca3003bce2658 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 19:05:21 -0400
Subject: [PATCH 12/17] Update test_handlers_manager.py

---
 openbb_platform/core/tests/app/logs/test_handlers_manager.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/openbb_platform/core/tests/app/logs/test_handlers_manager.py b/openbb_platform/core/tests/app/logs/test_handlers_manager.py
index 9b859941b1a5..1d0f865565ff 100644
--- a/openbb_platform/core/tests/app/logs/test_handlers_manager.py
+++ b/openbb_platform/core/tests/app/logs/test_handlers_manager.py
@@ -36,7 +36,6 @@ class MockFormatterWithExceptions(logging.Formatter):
     def __init__(self, settings):
         """Initialize the formatter."""
         self.settings = settings
-        self._style = logging.PercentStyle
 
 
 def test_handlers_added_correctly():

From 76d8a17b0885d7feec4c4953eaef6bedf9e4c16a Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Fri, 19 Apr 2024 19:28:33 -0400
Subject: [PATCH 13/17] Update financial_ratios.py

---
 .../providers/fmp/openbb_fmp/models/financial_ratios.py    | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index 3f9aee3b0013..587695a600e7 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -268,7 +268,7 @@ async def response_callback(
             params={"period": query.period, "limit": query.limit, "apikey": api_key}
         )
 
-        return await amake_requests(urls, response_callback=response_callback, **kwargs)
+        return await amake_requests(urls, response_callback, **kwargs)
 
     @staticmethod
     def transform_data(
@@ -277,7 +277,10 @@ def transform_data(
         """Return the transformed data."""
         results: List[FMPFinancialRatiosData] = []
         for item in data:
-            new_item = {to_snake_case(k).replace("ttm", ""): v for k, v in item.items()}
+            new_item = {
+                to_snake_case(k).replace("_ttm", "").replace("ttm", ""): v
+                for k, v in item.items()
+            }
 
             if new_item.get("period") != "TTM":
                 new_item.pop("dividend_yiel_percentage", None)

From 94da68186a1579dc7597f0e64364144790f2f489 Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Sat, 20 Apr 2024 13:14:39 -0400
Subject: [PATCH 14/17] remove `parse_date`

---
 .../openbb_fmp/models/equity_historical.py    |  9 ++-----
 .../fmp/openbb_fmp/models/index_historical.py | 10 ++-----
 .../fmp/openbb_fmp/models/market_indices.py   |  9 ++-----
 .../providers/fmp/openbb_fmp/utils/helpers.py | 27 -------------------
 .../test_fmp_financial_ratios_fetcher.yaml    |  2 +-
 5 files changed, 7 insertions(+), 50 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/equity_historical.py b/openbb_platform/providers/fmp/openbb_fmp/models/equity_historical.py
index 19ead52f7729..27e78bcf1019 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/equity_historical.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/equity_historical.py
@@ -22,8 +22,8 @@
     amake_request,
     get_querystring,
 )
-from openbb_fmp.utils.helpers import get_interval, parse_date
-from pydantic import Field, field_validator
+from openbb_fmp.utils.helpers import get_interval
+from pydantic import Field
 
 
 class FMPEquityHistoricalQueryParams(EquityHistoricalQueryParams):
@@ -61,11 +61,6 @@ class FMPEquityHistoricalData(EquityHistoricalData):
         json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
 
-    @field_validator("date", mode="before", check_fields=False)
-    def date_validate(cls, v):  # pylint: disable=E0213
-        """Return formatted datetime."""
-        return parse_date(v, "America/New_York")
-
 
 class FMPEquityHistoricalFetcher(
     Fetcher[
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py b/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
index 879d0b500dc1..33eabd6f5b3f 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/index_historical.py
@@ -22,8 +22,8 @@
     amake_request,
     get_querystring,
 )
-from openbb_fmp.utils.helpers import get_interval, parse_date
-from pydantic import Field, field_validator
+from openbb_fmp.utils.helpers import get_interval
+from pydantic import Field
 
 
 class FMPIndexHistoricalQueryParams(IndexHistoricalQueryParams):
@@ -57,12 +57,6 @@ class FMPIndexHistoricalData(IndexHistoricalData):
         json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
 
-    @field_validator("date", mode="before", check_fields=False)
-    @classmethod
-    def date_validate(cls, v):  # pylint: disable=E0213
-        """Return formatted datetime."""
-        return parse_date(v, "America/New_York")
-
 
 class FMPIndexHistoricalFetcher(
     Fetcher[
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/market_indices.py b/openbb_platform/providers/fmp/openbb_fmp/models/market_indices.py
index e90e7777c921..15e4bb6719c5 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/market_indices.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/market_indices.py
@@ -13,8 +13,8 @@
 )
 from openbb_core.provider.utils.descriptions import DATA_DESCRIPTIONS
 from openbb_core.provider.utils.helpers import get_querystring
-from openbb_fmp.utils.helpers import get_data_many, parse_date
-from pydantic import Field, NonNegativeInt, field_validator
+from openbb_fmp.utils.helpers import get_data_many
+from pydantic import Field, NonNegativeInt
 
 
 class FMPMarketIndicesQueryParams(MarketIndicesQueryParams):
@@ -63,11 +63,6 @@ class FMPMarketIndicesData(MarketIndicesData):
         default=None,
     )
 
-    @field_validator("date", mode="before", check_fields=False)
-    def date_validate(cls, v):  # pylint: disable=E0213
-        """Return formatted datetime."""
-        return parse_date(v, "America/New_York")
-
 
 class FMPMarketIndicesFetcher(
     Fetcher[
diff --git a/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py b/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
index 5634579eef8c..efd77138baac 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
@@ -2,11 +2,9 @@
 
 from datetime import (
     date as dateType,
-    datetime,
 )
 from typing import Any, Dict, List, Optional, Union
 
-from dateutil import parser
 from openbb_core.provider.utils.client import ClientSession
 from openbb_core.provider.utils.errors import EmptyDataError
 from openbb_core.provider.utils.helpers import (
@@ -16,7 +14,6 @@
     get_querystring,
 )
 from pydantic import BaseModel
-from pytz import timezone
 
 
 async def response_callback(
@@ -149,27 +146,3 @@ def get_interval(value: str) -> str:
     }
 
     return f"{value[:-1]}{intervals[value[-1]]}"
-
-
-# some fmp endpoint return date in EST without a timezone, this function will parse it
-# and return a datetime object with the correct timezone
-def parse_date(date: str, with_tz: Optional[str] = None) -> datetime:
-    """Parse the date string.
-
-    Parameters
-    ----------
-    date: str
-        The date string to parse.
-    with_tz: Optional[str]
-        Timezone the date is in.
-
-    Returns
-    -------
-    datetime
-        The parsed datetime.
-    """
-
-    date_dt = parser.isoparse(str(date))
-    local = timezone(with_tz or "America/New_York")
-
-    return local.localize(date_dt.replace(tzinfo=None)) if with_tz else date_dt
diff --git a/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_financial_ratios_fetcher.yaml b/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_financial_ratios_fetcher.yaml
index d7635cff5a86..72caae94b6dc 100644
--- a/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_financial_ratios_fetcher.yaml
+++ b/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_financial_ratios_fetcher.yaml
@@ -181,7 +181,7 @@ interactions:
       Content-Type:
       - application/json; charset=utf-8
       Date:
-      - Fri, 19 Apr 2024 22:33:51 GMT
+      - Fri, 19 Apr 2024 23:29:29 GMT
       Etag:
       - W/"7acf-oUoWJK4OrykSmGGjk6Uz+v3CV+o"
       Server:

From 87ec9c97bfb1186fa536899b4e123334b4d3708e Mon Sep 17 00:00:00 2001
From: tehcoderer <me@tehcoderer.com>
Date: Sat, 20 Apr 2024 13:15:47 -0400
Subject: [PATCH 15/17] Update helpers.py

---
 openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py b/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
index efd77138baac..c37c5718cdc6 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/utils/helpers.py
@@ -1,8 +1,6 @@
 """FMP Helpers Module."""
 
-from datetime import (
-    date as dateType,
-)
+from datetime import date as dateType
 from typing import Any, Dict, List, Optional, Union
 
 from openbb_core.provider.utils.client import ClientSession

From 4214037bffc68ef178f96873db2f43a0f2e37bb1 Mon Sep 17 00:00:00 2001
From: Danglewood <85772166+deeleeramone@users.noreply.github.com>
Date: Tue, 23 Apr 2024 23:13:54 -0700
Subject: [PATCH 16/17] pop redundant fields

---
 .../providers/fmp/openbb_fmp/models/financial_ratios.py    | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index 587695a600e7..d033c37381c0 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -281,10 +281,9 @@ def transform_data(
                 to_snake_case(k).replace("_ttm", "").replace("ttm", ""): v
                 for k, v in item.items()
             }
-
-            if new_item.get("period") != "TTM":
-                new_item.pop("dividend_yiel_percentage", None)
-
+            for col in ["dividend_yield", "pe_ratio", "peg_ratio"]:
+                if col in new_item:
+                    _ = new_item.pop(col)
             if len(query.symbol.split(",")) == 1:
                 new_item.pop("symbol", None)
 

From 474274f3a36e03dbb608af30a968b3a39a8fea79 Mon Sep 17 00:00:00 2001
From: Danglewood <85772166+deeleeramone@users.noreply.github.com>
Date: Tue, 23 Apr 2024 23:49:13 -0700
Subject: [PATCH 17/17] field mappings

---
 .../fmp/openbb_fmp/models/financial_ratios.py | 72 ++++++++++++-------
 1 file changed, 46 insertions(+), 26 deletions(-)

diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
index d033c37381c0..74c678fd300b 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/financial_ratios.py
@@ -41,11 +41,14 @@ class FMPFinancialRatiosData(FinancialRatiosData):
     """FMP Financial Ratios Data."""
 
     __alias_dict__ = {
-        "dividend_yield": "dividend_yiel",
-        "dividend_yield_percentage": "dividend_yiel_percentage",
         "period_ending": "date",
         "fiscal_period": "period",
         "fiscal_year": "calendar_year",
+        "dividend_yield": "dividend_yiel",
+        "cash_flow_coverage_ratio": "cash_flow_coverage_ratios",
+        "short_term_coverage_ratio": "short_term_coverage_ratios",
+        "cash_flow_to_debt": "cash_flow_to_debt_ratio",
+        "interest_coverage_ratio": "interest_coverage",
     }
 
     symbol: Optional[str] = Field(
@@ -70,28 +73,44 @@ class FMPFinancialRatiosData(FinancialRatiosData):
         default=None, description="Cash conversion cycle."
     )
     gross_profit_margin: Optional[float] = Field(
-        default=None, description="Gross profit margin."
+        default=None,
+        description="Gross profit margin.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     operating_profit_margin: Optional[float] = Field(
-        default=None, description="Operating profit margin."
+        default=None,
+        description="Operating profit margin.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     pretax_profit_margin: Optional[float] = Field(
-        default=None, description="Pretax profit margin."
+        default=None,
+        description="Pretax profit margin.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     net_profit_margin: Optional[float] = Field(
-        default=None, description="Net profit margin."
+        default=None,
+        description="Net profit margin.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     effective_tax_rate: Optional[float] = Field(
-        default=None, description="Effective tax rate."
+        default=None,
+        description="Effective tax rate.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     return_on_assets: Optional[float] = Field(
-        default=None, description="Return on assets."
+        default=None,
+        description="Return on assets.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     return_on_equity: Optional[float] = Field(
-        default=None, description="Return on equity."
+        default=None,
+        description="Return on equity.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     return_on_capital_employed: Optional[float] = Field(
-        default=None, description="Return on capital employed."
+        default=None,
+        description="Return on capital employed.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     net_income_per_ebt: Optional[float] = Field(
         default=None, description="Net income per EBT."
@@ -110,10 +129,10 @@ class FMPFinancialRatiosData(FinancialRatiosData):
     total_debt_to_capitalization: Optional[float] = Field(
         default=None, description="Total debt to capitalization."
     )
-    interest_coverage: Optional[float] = Field(
+    interest_coverage_ratio: Optional[float] = Field(
         default=None, description="Interest coverage."
     )
-    cash_flow_to_debt_ratio: Optional[float] = Field(
+    cash_flow_to_debt: Optional[float] = Field(
         default=None, description="Cash flow to debt ratio."
     )
     company_equity_multiplier: Optional[float] = Field(
@@ -146,21 +165,15 @@ class FMPFinancialRatiosData(FinancialRatiosData):
     free_cash_flow_operating_cash_flow_ratio: Optional[float] = Field(
         default=None, description="Free cash flow operating cash flow ratio."
     )
-    cash_flow_coverage_ratios: Optional[float] = Field(
-        default=None, description="Cash flow coverage ratios."
+    cash_flow_coverage_ratio: Optional[float] = Field(
+        default=None, description="Cash flow coverage ratio."
     )
-    short_term_coverage_ratios: Optional[float] = Field(
-        default=None, description="Short term coverage ratios."
+    short_term_coverage_ratio: Optional[float] = Field(
+        default=None, description="Short term coverage ratio."
     )
     capital_expenditure_coverage_ratio: Optional[float] = Field(
         default=None, description="Capital expenditure coverage ratio."
     )
-    dividend_paid_and_capex_coverage_ratio: Optional[float] = Field(
-        default=None, description="Dividend paid and capex coverage ratio."
-    )
-    dividend_payout_ratio: Optional[float] = Field(
-        default=None, description="Dividend payout ratio."
-    )
     price_book_value_ratio: Optional[float] = Field(
         default=None, description="Price book value ratio."
     )
@@ -188,9 +201,16 @@ class FMPFinancialRatiosData(FinancialRatiosData):
     price_sales_ratio: Optional[float] = Field(
         default=None, description="Price sales ratio."
     )
-    dividend_yield: Optional[float] = Field(default=None, description="Dividend yield.")
-    dividend_yield_percentage: Optional[float] = Field(
-        default=None, description="Dividend yield percentage."
+    dividend_paid_and_capex_coverage_ratio: Optional[float] = Field(
+        default=None, description="Dividend paid and capex coverage ratio."
+    )
+    dividend_payout_ratio: Optional[float] = Field(
+        default=None, description="Dividend payout ratio."
+    )
+    dividend_yield: Optional[float] = Field(
+        default=None,
+        description="Dividend yield.",
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
     dividend_per_share: Optional[float] = Field(
         default=None, description="Dividend per share."
@@ -281,7 +301,7 @@ def transform_data(
                 to_snake_case(k).replace("_ttm", "").replace("ttm", ""): v
                 for k, v in item.items()
             }
-            for col in ["dividend_yield", "pe_ratio", "peg_ratio"]:
+            for col in ["dividend_yiel_percentage", "pe_ratio", "peg_ratio"]:
                 if col in new_item:
                     _ = new_item.pop(col)
             if len(query.symbol.split(",")) == 1: