From 47541d4c957d7ab366e3b5f07615b4a7a9916c7e Mon Sep 17 00:00:00 2001
From: Danglewood <85772166+deeleeramone@users.noreply.github.com>
Date: Mon, 4 Mar 2024 11:32:20 -0800
Subject: [BugFix] Fix FMP Market Snapshots (#6160)

* fix FMP market snapshots

* exception handling

* model type

* forgot one line

* fix test

---------

Co-authored-by: Igor Radovanovic <74266147+IgorWounds@users.noreply.github.com>
---
 .../provider/standard_models/market_snapshots.py   |    18 +-
 .../equity/integration/test_equity_api.py          |     2 +-
 .../equity/integration/test_equity_python.py       |     2 +-
 openbb_platform/openbb/package/equity.py           |    36 +-
 .../fmp/openbb_fmp/models/market_snapshots.py      |   107 +-
 .../providers/fmp/openbb_fmp/utils/definitions.py  |     3 +
 .../test_fmp_market_snapshots_fetcher.yaml         | 24305 ++++++++++---------
 .../providers/fmp/tests/test_fmp_fetchers.py       |     2 +-
 8 files changed, 12579 insertions(+), 11896 deletions(-)

diff --git a/openbb_platform/core/openbb_core/provider/standard_models/market_snapshots.py b/openbb_platform/core/openbb_core/provider/standard_models/market_snapshots.py
index 4a3f622d04d..887ab74b0cf 100644
--- a/openbb_platform/core/openbb_core/provider/standard_models/market_snapshots.py
+++ b/openbb_platform/core/openbb_core/provider/standard_models/market_snapshots.py
@@ -4,7 +4,7 @@ from typing import Optional
 
 from pydantic import Field
 
-from openbb_core.provider.abstract.data import Data
+from openbb_core.provider.abstract.data import Data, ForceInt
 from openbb_core.provider.abstract.query_params import QueryParams
 from openbb_core.provider.utils.descriptions import DATA_DESCRIPTIONS
 
@@ -17,7 +17,6 @@ class MarketSnapshotsData(Data):
     """Market Snapshots Data."""
 
     symbol: str = Field(description=DATA_DESCRIPTIONS.get("symbol", ""))
-
     open: Optional[float] = Field(
         description=DATA_DESCRIPTIONS.get("open", ""),
         default=None,
@@ -34,14 +33,19 @@ class MarketSnapshotsData(Data):
         description=DATA_DESCRIPTIONS.get("close", ""),
         default=None,
     )
+    volume: Optional[ForceInt] = Field(
+        description=DATA_DESCRIPTIONS.get("volume", ""), default=None
+    )
     prev_close: Optional[float] = Field(
         description=DATA_DESCRIPTIONS.get("prev_close", ""),
         default=None,
     )
-    change: Optional[float] = Field(description="The change in price.", default=None)
-    change_percent: Optional[float] = Field(
-        description="The change, as a percent.", default=None
+    change: Optional[float] = Field(
+        description="The change in price from the previous close.",
+        default=None,
     )
-    volume: Optional[int] = Field(
-        description=DATA_DESCRIPTIONS.get("volume", ""), default=None
+    change_percent: Optional[float] = Field(
+        description="The change in price from the previous close, as a normalized percent.",
+        default=None,
+        json_schema_extra={"x-unit_measurement": "percent", "x-frontend_multiply": 100},
     )
diff --git a/openbb_platform/extensions/equity/integration/test_equity_api.py b/openbb_platform/extensions/equity/integration/test_equity_api.py
index 66b8d5acb04..8bee0fe1569 100644
--- a/openbb_platform/extensions/equity/integration/test_equity_api.py
+++ b/openbb_platform/extensions/equity/integration/test_equity_api.py
@@ -1674,7 +1674,7 @@ def test_equity_darkpool_otc(params, headers):
 @parametrize(
     "params",
     [
-        ({"provider": "fmp", "market": "EURONEXT"}),
+        ({"provider": "fmp", "market": "euronext"}),
         ({"provider": "polygon"}),  # premium endpoint
     ],
 )
diff --git a/openbb_platform/extensions/equity/integration/test_equity_python.py b/openbb_platform/extensions/equity/integration/test_equity_python.py
index 46b11b30f3a..ff627eb82c2 100644
--- a/openbb_platform/extensions/equity/integration/test_equity_python.py
+++ b/openbb_platform/extensions/equity/integration/test_equity_python.py
@@ -1571,7 +1571,7 @@ def test_equity_darkpool_otc(params, obb):
 @parametrize(
     "params",
     [
-        ({"provider": "fmp", "market": "EURONEXT"}),
+        ({"provider": "fmp", "market": "euronext"}),
         ({"provider": "polygon"}),  # premium endpoint
     ],
 )
diff --git a/openbb_platform/openbb/package/equity.py b/openbb_platform/openbb/package/equity.py
index 01c8f5d8c65..18b065d1c69 100644
--- a/openbb_platform/openbb/package/equity.py
+++ b/openbb_platform/openbb/package/equity.py
@@ -85,7 +85,7 @@ class ROUTER_equity(Container):
             The provider to use for the query, by default None.
             If None, the provider specified in defaults is selected or 'fmp' if there is
             no default.
-        market : Literal['AMEX', 'AMS', 'ASE', 'ASX', 'ATH', 'BME', 'BRU', 'BUD', 'BUE', 'CAI', 'CNQ', 'CPH', 'DFM', 'DOH', 'DUS', 'ETF', 'EURONEXT', 'HEL', 'HKSE', 'ICE', 'IOB', 'IST', 'JKT', 'JNB', 'JPX', 'KLS', 'KOE', 'KSC', 'KUW', 'LSE', 'MEX', 'MIL', 'NASDAQ', 'NEO', 'NSE', 'NYSE', 'NZE', 'OSL', 'OTC', 'PNK', 'PRA', 'RIS', 'SAO', 'SAU', 'SES', 'SET', 'SGO', 'SHH', 'SHZ', 'SIX', 'STO', 'TAI', 'TLV', 'TSX', 'TWO', 'VIE', 'WSE', 'XETRA']
+        market : Literal['amex', 'ams', 'ase', 'asx', 'ath', 'bme', 'bru', 'bud', 'bue', 'cai', 'cnq', 'cph', 'dfm', 'doh', 'etf', 'euronext', 'hel', 'hkse', 'ice', 'iob', 'ist', 'jkt', 'jnb', 'jpx', 'kls', 'koe', 'ksc', 'kuw', 'lse', 'mex', 'mutual_fund', 'nasdaq', 'neo', 'nse', 'nyse', 'nze', 'osl', 'otc', 'pnk', 'pra', 'ris', 'sao', 'sau', 'set', 'sgo', 'shh', 'shz', 'six', 'sto', 'tai', 'tlv', 'tsx', 'two', 'vie', 'wse', 'xetra']
             The market to fetch data for. (provider: fmp)
 
         Returns
@@ -114,18 +114,18 @@ class ROUTER_equity(Container):
             The low price.
         close : Optional[float]
             The close price.
+        volume : Optional[int]
+            The trading volume.
         prev_close : Optional[float]
             The previous close price.
         change : Optional[float]
-            The change in price.
+            The change in price from the previous close.
         change_percent : Optional[float]
-            The change, as a percent.
-        volume : Optional[int]
-            The trading volume.
-        price : Optional[float]
+            The change in price from the previous close, as a normalized percent.
+        last_price : Optional[float]
             The last price of the stock. (provider: fmp)
-        avg_volume : Optional[int]
-            Average volume of the stock. (provider: fmp)
+        last_price_timestamp : Optional[Union[date, datetime]]
+            The timestamp of the last price. (provider: fmp)
         ma50 : Optional[float]
             The 50-day moving average. (provider: fmp)
         ma200 : Optional[float]
@@ -134,22 +134,22 @@ class ROUTER_equity(Container):
             The 52-week high. (provider: fmp)
         year_low : Optional[float]
             The 52-week low. (provider: fmp)
-        market_cap : Optional[float]
+        volume_avg : Optional[int]
+            Average daily trading volume. (provider: fmp)
+        market_cap : Optional[int]
             Market cap of the stock. (provider: fmp)
-        shares_outstanding : Optional[float]
-            Number of shares outstanding. (provider: fmp)
         eps : Optional[float]
             Earnings per share. (provider: fmp)
         pe : Optional[float]
             Price to earnings ratio. (provider: fmp)
+        shares_outstanding : Optional[int]
+            Number of shares outstanding. (provider: fmp)
+        name : Optional[str]
+            The company name associated with the symbol. (provider: fmp)
         exchange : Optional[str]
             The exchange of the stock. (provider: fmp)
-        timestamp : Optional[Union[float, int]]
-            The timestamp of the data. (provider: fmp)
-        earnings_announcement : Optional[str]
-            The earnings announcement of the stock. (provider: fmp)
-        name : Optional[str]
-            The name associated with the stock symbol. (provider: fmp)
+        earnings_date : Optional[Union[date, datetime]]
+            The upcoming earnings announcement date. (provider: fmp)
         vwap : Optional[float]
             The volume weighted average price of the stock on the current trading day. (provider: polygon)
         prev_open : Optional[float]
@@ -454,7 +454,7 @@ class ROUTER_equity(Container):
             Filter by industry. (provider: fmp)
         country : Optional[str]
             Filter by country, as a two-letter country code. (provider: fmp)
-        exchange : Optional[Literal['amex', 'ase', 'asx', 'ath', 'bme', 'bru', 'bud', 'bue', 'cai', 'cnq', 'cph', 'dfm', 'doh', 'etf', 'euronext', 'hel', 'hkse', 'ice', 'iob', 'ist', 'jkt', 'jnb', 'jpx', 'kls', 'koe', 'ksc', 'kuw', 'lse', 'mex', 'nasdaq', 'neo', 'nse', 'nyse', 'nze', 'osl', 'otc', 'pnk', 'pra', 'ris', 'sao', 'sau', 'set', 'sgo', 'shh', 'shz', 'six', 'sto', 'tai', 'tlv', 'tsx', 'two', 'vie', 'wse', 'xetra']]
+        exchange : Optional[Literal['amex', 'ams', 'ase', 'asx', 'ath', 'bme', 'bru', 'bud', 'bue', 'cai', 'cnq', 'cph', 'dfm', 'doh', 'etf', 'euronext', 'hel', 'hkse', 'ice', 'iob', 'ist', 'jkt', 'jnb', 'jpx', 'kls', 'koe', 'ksc', 'kuw', 'lse', 'mex', 'mutual_fund', 'nasdaq', 'neo', 'nse', 'nyse', 'nze', 'osl', 'otc', 'pnk', 'pra', 'ris', 'sao', 'sau', 'set', 'sgo', 'shh', 'shz', 'six', 'sto', 'tai', 'tlv', 'tsx', 'two', 'vie', 'wse', 'xetra']]
             Filter by exchange. (provider: fmp)
         limit : Optional[int]
             Limit the number of results to return. (provider: fmp)
diff --git a/openbb_platform/providers/fmp/openbb_fmp/models/market_snapshots.py b/openbb_platform/providers/fmp/openbb_fmp/models/market_snapshots.py
index ac04fb7a719..89bdff1f42e 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/models/market_snapshots.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/models/market_snapshots.py
@@ -1,25 +1,31 @@
 """FMP Market Snapshots Model."""
 
+from datetime import (
+    date as dateType,
+    datetime,
+)
 from typing import Any, Dict, List, Optional, Union
 
+from dateutil import parser
+from openbb_core.provider.abstract.data import ForceInt
 from openbb_core.provider.abstract.fetcher import Fetcher
 from openbb_core.provider.standard_models.market_snapshots import (
     MarketSnapshotsData,
     MarketSnapshotsQueryParams,
 )
-from openbb_fmp.utils.definitions import MARKETS
+from openbb_fmp.utils.definitions import EXCHANGES
 from openbb_fmp.utils.helpers import get_data
-from pydantic import Field
+from pydantic import Field, field_validator
 
 
 class FMPMarketSnapshotsQueryParams(MarketSnapshotsQueryParams):
     """FMP Market Snapshots Query.
 
-    Source: https://site.financialmodelingprep.com/developer/docs/#Most-of-the-EuroNext
+    Source: https://site.financialmodelingprep.com/developer/docs#exchange-prices-quote
     """
 
-    market: MARKETS = Field(
-        description="The market to fetch data for.", default="NASDAQ"
+    market: EXCHANGES = Field(
+        description="The market to fetch data for.", default="nasdaq"
     )
 
 
@@ -31,14 +37,17 @@ class FMPMarketSnapshotsData(MarketSnapshotsData):
         "low": "dayLow",
         "prev_close": "previousClose",
         "change_percent": "changesPercentage",
+        "last_price": "price",
+        "last_price_timestamp": "timestamp",
+        "shares_outstanding": "sharesOutstanding",
+        "volume_avg": "avgVolume",
     }
 
-    price: Optional[float] = Field(
+    last_price: Optional[float] = Field(
         description="The last price of the stock.", default=None
     )
-
-    avg_volume: Optional[int] = Field(
-        description="Average volume of the stock.", alias="avgVolume", default=None
+    last_price_timestamp: Optional[Union[datetime, dateType]] = Field(
+        description="The timestamp of the last price.", default=None
     )
     ma50: Optional[float] = Field(
         description="The 50-day moving average.", alias="priceAvg50", default=None
@@ -52,30 +61,86 @@ class FMPMarketSnapshotsData(MarketSnapshotsData):
     year_low: Optional[float] = Field(
         description="The 52-week low.", alias="yearLow", default=None
     )
-    market_cap: Optional[float] = Field(
+    volume_avg: Optional[ForceInt] = Field(
+        description="Average daily trading volume.", default=None
+    )
+    market_cap: Optional[ForceInt] = Field(
         description="Market cap of the stock.", alias="marketCap", default=None
     )
-    shares_outstanding: Optional[float] = Field(
+    eps: Optional[float] = Field(description="Earnings per share.", default=None)
+    pe: Optional[float] = Field(description="Price to earnings ratio.", default=None)
+    shares_outstanding: Optional[ForceInt] = Field(
         description="Number of shares outstanding.",
-        alias="sharesOutstanding",
         default=None,
     )
-    eps: Optional[float] = Field(description="Earnings per share.", default=None)
-    pe: Optional[float] = Field(description="Price to earnings ratio.", default=None)
+    name: Optional[str] = Field(
+        description="The company name associated with the symbol.", default=None
+    )
     exchange: Optional[str] = Field(
         description="The exchange of the stock.", default=None
     )
-    timestamp: Optional[Union[int, float]] = Field(
-        description="The timestamp of the data.", default=None
-    )
-    earnings_announcement: Optional[str] = Field(
-        description="The earnings announcement of the stock.",
+    earnings_date: Optional[Union[datetime, dateType]] = Field(
+        description="The upcoming earnings announcement date.",
         alias="earningsAnnouncement",
         default=None,
     )
-    name: Optional[str] = Field(
-        description="The name associated with the stock symbol.", default=None
+
+    @field_validator("last_price_timestamp", mode="before", check_fields=False)
+    @classmethod
+    def validate_timestamp(cls, v):
+        """Validate the timestamp."""
+        if isinstance(v, (int, float)) and v != 0:
+            try:
+                v = datetime.fromtimestamp(v)
+                if v.hour == 0 and v.minute == 0 and v.second == 0:
+                    v = v.date()
+                return v
+            except ValueError:
+                return None
+        return None
+
+    @field_validator("earnings_date", mode="before", check_fields=False)
+    @classmethod
+    def date_validate(cls, v):  # pylint: disable=E0213
+        """Validate the ISO date string."""
+        if v and ":" in str(v):
+            v = parser.isoparse(str(v))
+            if v.hour == 0 and v.minute == 0 and v.second == 0:
+                return v.date()
+            return v
+        return parser.parse(str(v)).date() if v else None
+
+    @field_validator("change_percent", mode="before", check_fields=False)
+    @classmethod
+    def normalize_percent(cls, v):
+        """Normalize the percent."""
+        return float(v) / 100 if v else None
+
+    @field_validator(
+        "shares_outstanding",
+        "volume",
+        "volume_avg",
+        "change",
+        "ma50",
+        "ma200",
+        "eps",
+        "pe",
+        "market_cap",
+        "year_high",
+        "year_low",
+        mode="before",
+        check_fields=False,
     )
+    @classmethod
+    def validate_empty_numbers(cls, v):
+        """Validate empty fields."""
+        return v if v != 0 else None
+
+    @field_validator("name", mode="before", check_fields=False)
+    @classmethod
+    def validate_empty_strings(cls, v):
+        """Validate the name."""
+        return v if v and v != " " and v != "''" else None
 
 
 class FMPMarketSnapshotsFetcher(
diff --git a/openbb_platform/providers/fmp/openbb_fmp/utils/definitions.py b/openbb_platform/providers/fmp/openbb_fmp/utils/definitions.py
index 503e001ad59..970b26db7d5 100644
--- a/openbb_platform/providers/fmp/openbb_fmp/utils/definitions.py
+++ b/openbb_platform/providers/fmp/openbb_fmp/utils/definitions.py
@@ -22,6 +22,7 @@ SECTORS = Literal[
 
 EXCHANGES = Literal[
     "amex",
+    "ams",
     "ase",
     "asx",
     "ath",
@@ -50,6 +51,7 @@ EXCHANGES = Literal[
     "kuw",
     "lse",
     "mex",
+    "mutual_fund",
     "nasdaq",
     "neo",
     "nse",
@@ -110,6 +112,7 @@ MARKETS = Literal[
     "LSE",
     "MEX",
     "MIL",
+    "MUTUAL_FUND",
     "NASDAQ",
     "NEO",
     "NSE",
diff --git a/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_market_snapshots_fetcher.yaml b/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_market_snapshots_fetcher.yaml
index ca5b24a214e..0e70fd67cb1 100644
--- a/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_market_snapshots_fetcher.yaml
+++ b/openbb_platform/providers/fmp/tests/record/http/test_fmp_fetchers/test_fmp_market_snapshots_fetcher.yaml
@@ -3,11862 +3,12473 @@ interactions:
     body: null
     headers:
       Accept:
-      - '*/*'
+      - application/json
       Accept-Encoding:
-      - gzip, deflate, br
+      - gzip, deflate
       Connection:
       - keep-alive
     method: GET
-    uri: https://financialmodelingprep.com/api/v3/quotes/LSE?apikey=MOCK_API_KEY
+    uri: https://financialmodelingprep.com/api/v3/quotes/lse?apikey=MOCK_API_KEY
   response:
     body:
       string: !!binary |
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