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refactored KeyMetrics for stocks.fa.metrics
This commit is contained in:
Pratyush Shukla
@@ -1,103 +1,89 @@
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"""Key Metrics fetcher."""
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from datetime import date as dateType
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from typing import Any, Dict, List, Literal, Optional
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from datetime import datetime
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from typing import Any, Dict, List, Optional
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from openbb_provider.abstract.data import Data
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from openbb_provider.abstract.fetcher import Fetcher
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from openbb_provider.abstract.query_params import QueryParams
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from openbb_provider.models.key_metrics import KeyMetricsData, KeyMetricsQueryParams
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from pydantic import Field
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from openbb_fmp.utils.helpers import create_url, get_data_many
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from pydantic import validator
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class FMPKeyMetricsQueryParams(QueryParams):
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"""FMP Key Metrics QueryParams.
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class FMPKeyMetricsQueryParams(KeyMetricsQueryParams):
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"""FMP Key Metrics Query.
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Source: https://site.financialmodelingprep.com/developer/docs/company-key-metrics-api/
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Parameter
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---------
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symbol : str
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The symbol of the company.
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period : Literal["quarter", "annual"]
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The period of the key metrics. Default is "annual".
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limit : Optional[int]
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The limit of the key metrics to be returned.
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"""
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symbol: str
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period: Literal["quarter", "annual"] = "annual"
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limit: Optional[int] = None
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class FMPKeyMetricsData(KeyMetricsData):
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"""FMP Key Metrics Data."""
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class FMPKeyMetricsData(Data):
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symbol: str
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date: dateType
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period: str
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revenuePerShare: float
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netIncomePerShare: float
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operatingCashFlowPerShare: Optional[float]
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freeCashFlowPerShare: Optional[float]
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cashPerShare: Optional[float]
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bookValuePerShare: Optional[float]
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tangibleBookValuePerShare: Optional[float]
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shareholdersEquityPerShare: Optional[float]
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interestDebtPerShare: Optional[float]
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marketCap: Optional[float]
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enterpriseValue: Optional[float]
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peRatio: Optional[float]
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priceToSalesRatio: Optional[float]
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pocfratio: Optional[float] = Field(alias="pocf_ratio")
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pfcfRatio: Optional[float]
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pbRatio: Optional[float]
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ptbRatio: Optional[float]
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evToSales: Optional[float]
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enterpriseValueOverEBITDA: Optional[float] = Field(
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alias="enterprise_value_over_ebitda"
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)
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evToOperatingCashFlow: Optional[float]
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evToFreeCashFlow: Optional[float]
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earningsYield: Optional[float]
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freeCashFlowYield: Optional[Optional[float]]
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debtToEquity: Optional[float]
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debtToAssets: Optional[float]
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netDebtToEBITDA: Optional[float] = Field(alias="net_debt_to_ebitda")
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currentRatio: Optional[float]
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interestCoverage: Optional[float]
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incomeQuality: Optional[float]
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dividendYield: Optional[Optional[float]]
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payoutRatio: Optional[Optional[float]]
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salesGeneralAndAdministrativeToRevenue: Optional[float]
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researchAndDdevelopementToRevenue: Optional[float] = Field(
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alias="research_and_developement_to_revenue"
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)
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intangiblesToTotalAssets: Optional[float]
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capexToOperatingCashFlow: Optional[float]
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capexToRevenue: Optional[float]
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capexToDepreciation: Optional[float]
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stockBasedCompensationToRevenue: Optional[float]
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grahamNumber: Optional[float]
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roic: Optional[float]
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returnOnTangibleAssets: Optional[float]
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grahamNetNet: Optional[float]
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workingCapital: Optional[float]
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tangibleAssetValue: Optional[float]
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netCurrentAssetValue: Optional[float]
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investedCapital: Optional[float]
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averageReceivables: Optional[float]
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averagePayables: Optional[float]
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averageInventory: Optional[float]
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daysSalesOutstanding: Optional[float]
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daysPayablesOutstanding: Optional[float]
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daysOfInventoryOnHand: Optional[float]
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receivablesTurnover: Optional[float]
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payablesTurnover: Optional[float]
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inventoryTurnover: Optional[float]
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roe: Optional[float]
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capexPerShare: Optional[float]
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class Config:
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fields = {
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"revenue_per_share": "revenuePerShare",
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"net_income_per_share": "netIncomePerShare",
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"operating_cash_flow_per_share": "operatingCashFlowPerShare",
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"free_cash_flow_per_share": "freeCashFlowPerShare",
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"cash_per_share": "cashPerShare",
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"book_value_per_share": "bookValuePerShare",
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"tangible_book_value_per_share": "tangibleBookValuePerShare",
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"shareholders_equity_per_share": "shareholdersEquityPerShare",
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"interest_debt_per_share": "interestDebtPerShare",
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"market_cap": "marketCap",
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"enterprise_value": "enterpriseValue",
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"pe_ratio": "peRatio",
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"price_to_sales_ratio": "priceToSalesRatio",
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"pocf_ratio": "pocfratio",
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"pfcf_ratio": "pfcfRatio",
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"pb_ratio": "pbRatio",
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"ptb_ratio": "ptbRatio",
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"ev_to_sales": "evToSales",
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"enterprise_value_over_ebitda": "enterpriseValueOverEBITDA",
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"ev_to_operating_cash_flow": "evToOperatingCashFlow",
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"ev_to_free_cash_flow": "evToFreeCashFlow",
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"earnings_yield": "earningsYield",
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"free_cash_flow_yield": "freeCashFlowYield",
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"debt_to_equity": "debtToEquity",
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"debt_to_assets": "debtToAssets",
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"net_debt_to_ebitda": "netDebtToEBITDA",
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"current_ratio": "currentRatio",
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"interest_coverage": "interestCoverage",
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"income_quality": "incomeQuality",
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"dividend_yield": "dividendYield",
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"payout_ratio": "payoutRatio",
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"sales_general_and_administrative_to_revenue": "salesGeneralAndAdministrativeToRevenue",
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"research_and_development_to_revenue": "researchAndDdevelopementToRevenue",
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"intangibles_to_total_assets": "intangiblesToTotalAssets",
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"capex_to_operating_cash_flow": "capexToOperatingCashFlow",
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"capex_to_revenue": "capexToRevenue",
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"capex_to_depreciation": "capexToDepreciation",
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"stock_based_compensation_to_revenue": "stockBasedCompensationToRevenue",
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"graham_number": "grahamNumber",
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"return_on_tangible_assets": "returnOnTangibleAssets",
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"graham_net_net": "grahamNetNet",
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"working_capital": "workingCapital",
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"tangible_asset_value": "tangibleAssetValue",
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"net_current_asset_value": "netCurrentAssetValue",
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"invested_capital": "investedCapital",
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"average_receivables": "averageReceivables",
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"average_payables": "averagePayables",
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"average_inventory": "averageInventory",
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"days_sales_outstanding": "daysSalesOutstanding",
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"days_payables_outstanding": "daysPayablesOutstanding",
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"days_of_inventory_on_hand": "daysOfInventoryOnHand",
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"receivables_turnover": "receivablesTurnover",
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"payables_turnover": "payablesTurnover",
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"inventory_turnover": "inventoryTurnover",
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"capex_per_share": "capexPerShare",
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}
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@validator("date", pre=True, check_fields=False)
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def date_validate(cls, v): # pylint: disable=no-self-argument
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return datetime.strptime(v, "%Y-%m-%d")
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class FMPKeyMetricsFetcher(
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@@ -110,11 +96,7 @@ class FMPKeyMetricsFetcher(
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):
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@staticmethod
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def transform_query(params: Dict[str, Any]) -> FMPKeyMetricsQueryParams:
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transformed_params = params
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transformed_params["period"] = (
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"annual" if params.get("period", "") == "annually" else "quarter"
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)
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return FMPKeyMetricsQueryParams(**transformed_params)
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return FMPKeyMetricsQueryParams(**params)
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@staticmethod
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def extract_data(
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@@ -122,6 +104,8 @@ class FMPKeyMetricsFetcher(
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) -> List[FMPKeyMetricsData]:
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api_key = credentials.get("fmp_api_key") if credentials else ""
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query.period = "annual" if query.period == "annually" else "quarter"
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url = create_url(
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3, f"key-metrics/{query.symbol}", api_key, query, exclude=["symbol"]
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)
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@@ -1,211 +1,133 @@
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"""Key Metrics Data Model."""
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from datetime import date as DateType
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from datetime import date as dateType
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from typing import Literal, Optional
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from openbb_provider.abstract.data import Data
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from openbb_provider.abstract.query_params import QueryParams
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from openbb_provider.models.base import BaseSymbol
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from openbb_provider.descriptions import QUERY_DESCRIPTIONS, DATA_DESCRIPTIONS
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from pydantic import Field
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class KeyMetricsQueryParams(QueryParams, BaseSymbol):
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"""Key Metrics query model.
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"""Key Metrics Query."""
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Parameter
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---------
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symbol : str
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The symbol of the company.
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"""
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period: Literal["annually", "quarterly"] = "annually"
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limit: Optional[int] = None
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period: Literal["annually", "quarterly"] = Field(
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default="annually", description=QUERY_DESCRIPTIONS.get("period", "")
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)
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limit: Optional[int] = Field(
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default=100, description=QUERY_DESCRIPTIONS.get("limit", "")
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)
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class KeyMetricsData(Data):
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"""Return Key Metrics Data.
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class KeyMetricsData(Data, BaseSymbol):
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"""Key Metrics Data."""
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Returns
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-------
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symbol : str
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The symbol of the stock.
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date : DateType
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The date of the key metrics.
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period : str
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The period of the key metrics.
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revenue_per_share : float
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The revenue per share of the stock.
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net_income_per_share : float
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The net income per share of the stock.
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operating_cash_flow_per_share : float
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The operating cash flow per share of the stock.
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free_cash_flow_per_share : float
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The free cash flow per share of the stock.
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cash_per_share : float
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The cash per share of the stock.
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book_value_per_share : float
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The book value per share of the stock.
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tangible_book_value_per_share : float
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The tangible book value per share of the stock.
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shareholders_equity_per_share : float
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The shareholders equity per share of the stock.
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interest_debt_per_share : float
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The interest debt per share of the stock.
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market_cap : float
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The market cap of the stock.
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enterprise_value : float
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The enterprise value of the stock.
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pe_ratio : float
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The PE ratio of the stock.
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price_to_sales_ratio : float
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The price to sales ratio of the stock.
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pocf_ratio : float
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The POCF ratio of the stock.
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pfcf_ratio : float
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The PFCF ratio of the stock.
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pb_ratio : float
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The PB ratio of the stock.
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ptb_ratio : float
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The PTB ratio of the stock.
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ev_to_sales : float
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The EV to sales of the stock.
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enterprise_value_over_ebitda : float
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The enterprise value over EBITDA of the stock.
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ev_to_operating_cash_flow : float
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The EV to operating cash flow of the stock.
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ev_to_free_cash_flow : float
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The EV to free cash flow of the stock.
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earnings_yield : float
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The earnings yield of the stock.
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free_cash_flow_yield : float
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The free cash flow yield of the stock.
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debt_to_equity : float
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The debt to equity of the stock.
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debt_to_assets : float
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The debt to assets of the stock.
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net_debt_to_ebitda : float
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The net debt to EBITDA of the stock.
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current_ratio : float
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The current ratio of the stock.
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interest_coverage : float
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The interest coverage of the stock.
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income_quality : float
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The income quality of the stock.
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dividend_yield : float
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The dividend yield of the stock.
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payout_ratio : float
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The payout ratio of the stock.
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sales_general_and_administrative_to_revenue : float
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The sales general and administrative to revenue of the stock.
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research_and_developement_to_revenue : float
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The research and development to revenue of the stock.
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intangibles_to_total_assets : float
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The intangibles to total assets of the stock.
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capex_to_operating_cash_flow : float
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The capex to operating cash flow of the stock.
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capex_to_revenue : float
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The capex to revenue of the stock.
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capex_to_depreciation : float
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The capex to depreciation of the stock.
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stock_based_compensation_to_revenue : float
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The stock based compensation to revenue of the stock.
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graham_number : float
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The graham number of the stock.
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roic : float
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The ROIC of the stock.
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return_on_tangible_assets : float
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The return on tangible assets of the stock.
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graham_net_net : float
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The graham net net of the stock.
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working_capital : float
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The working capital of the stock.
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tangible_asset_value : float
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The tangible asset value of the stock.
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net_current_asset_value : float
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The net current asset value of the stock.
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invested_capital : float
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The invested capital of the stock.
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average_receivables : float
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The average receivables of the stock.
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average_payables : float
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The average payables of the stock.
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average_inventory : float
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The average inventory of the stock.
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days_sales_outstanding : float
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The days sales outstanding of the stock.
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days_payables_outstanding : float
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The days payables outstanding of the stock.
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days_of_inventory_on_hand : float
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The days of inventory on hand of the stock.
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receivables_turnover : float
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The receivables turnover of the stock.
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payables_turnover : float
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The payables turnover of the stock.
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inventory_turnover : float
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The inventory turnover of the stock.
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roe : float
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The ROE of the stock.
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capex_per_share : float
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The capex per share of the stock.
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"""
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symbol: str
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date: DateType
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period: str
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revenue_per_share: Optional[float]
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net_income_per_share: Optional[float]
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operating_cash_flow_per_share: Optional[float]
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free_cash_flow_per_share: Optional[float]
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cash_per_share: Optional[float]
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book_value_per_share: Optional[float]
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tangible_book_value_per_share: Optional[float]
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shareholders_equity_per_share: Optional[float]
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interest_debt_per_share: Optional[float]
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market_cap: Optional[float]
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enterprise_value: Optional[float]
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pe_ratio: Optional[float]
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price_to_sales_ratio: Optional[float]
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pocf_ratio: Optional[float]
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pfcf_ratio: Optional[float]
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pb_ratio: Optional[float]
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ptb_ratio: Optional[float]
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ev_to_sales: Optional[float]
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enterprise_value_over_ebitda: Optional[float]
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ev_to_operating_cash_flow: Optional[float]
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ev_to_free_cash_flow: Optional[float]
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earnings_yield: Optional[float]
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free_cash_flow_yield: Optional[float]
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debt_to_equity: Optional[float]
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debt_to_assets: Optional[float]
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net_debt_to_ebitda: Optional[float]
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current_ratio: Optional[float]
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interest_coverage: Optional[float]
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income_quality: Optional[float]
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dividend_yield: Optional[float]
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payout_ratio: Optional[float]
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sales_general_and_administrative_to_revenue: Optional[float]
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research_and_development_to_revenue: Optional[float]
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intangibles_to_total_assets: Optional[float]
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capex_to_operating_cash_flow: Optional[float]
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capex_to_revenue: Optional[float]
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capex_to_depreciation: Optional[float]
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stock_based_compensation_to_revenue: Optional[float]
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graham_number: Optional[float]
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roic: Optional[float]
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return_on_tangible_assets: Optional[float]
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graham_net_net: Optional[float]
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working_capital: Optional[float]
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tangible_asset_value: Optional[float]
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net_current_asset_value: Optional[float]
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invested_capital: Optional[float]
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average_receivables: Optional[float]
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average_payables: Optional[float]
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average_inventory: Optional[float]
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days_sales_outstanding: Optional[float]
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days_payables_outstanding: Optional[float]
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days_of_inventory_on_hand: Optional[float]
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receivables_turnover: Optional[float]
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payables_turnover: Optional[float]
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inventory_turnover: Optional[float]
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||||
roe: Optional[float]
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capex_per_share: Optional[float]
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date: dateType = Field(description=DATA_DESCRIPTIONS.get("date", ""))
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period: str = Field(description="The period of the data.")
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revenue_per_share: Optional[float] = Field(description="Revenue per share")
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net_income_per_share: Optional[float] = Field(description="Net income per share")
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operating_cash_flow_per_share: Optional[float] = Field(
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description="Operating cash flow per share"
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)
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free_cash_flow_per_share: Optional[float] = Field(
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description="Free cash flow per share"
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||||
)
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||||
cash_per_share: Optional[float] = Field(description="Cash per share")
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||||
book_value_per_share: Optional[float] = Field(description="Book value per share")
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tangible_book_value_per_share: Optional[float] = Field(
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||||
description="Tangible book value per share"
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||||
)
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||||
shareholders_equity_per_share: Optional[float] = Field(
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||||
description="Shareholders equity per share"
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||||
)
|
||||
interest_debt_per_share: Optional[float] = Field(
|
||||
description="Interest debt per share"
|
||||
)
|
||||
market_cap: Optional[float] = Field(description="Market capitalization")
|
||||
enterprise_value: Optional[float] = Field(description="Enterprise value")
|
||||
pe_ratio: Optional[float] = Field(description="Price-to-earnings ratio (P/E ratio)")
|
||||
price_to_sales_ratio: Optional[float] = Field(description="Price-to-sales ratio")
|
||||
pocf_ratio: Optional[float] = Field(
|
||||
description="Price-to-operating cash flow ratio"
|
||||
)
|
||||
pfcf_ratio: Optional[float] = Field(description="Price-to-free cash flow ratio")
|
||||
pb_ratio: Optional[float] = Field(description="Price-to-book ratio")
|
||||
ptb_ratio: Optional[float] = Field(description="Price-to-tangible book ratio")
|
||||
ev_to_sales: Optional[float] = Field(description="Enterprise value-to-sales ratio")
|
||||
enterprise_value_over_ebitda: Optional[float] = Field(
|
||||
description="Enterprise value-to-EBITDA ratio"
|
||||
)
|
||||
ev_to_operating_cash_flow: Optional[float] = Field(
|
||||
description="Enterprise value-to-operating cash flow ratio"
|
||||
)
|
||||
ev_to_free_cash_flow: Optional[float] = Field(
|
||||
description="Enterprise value-to-free cash flow ratio"
|
||||
)
|
||||
earnings_yield: Optional[float] = Field(description="Earnings yield")
|
||||
free_cash_flow_yield: Optional[float] = Field(description="Free cash flow yield")
|
||||
debt_to_equity: Optional[float] = Field(description="Debt-to-equity ratio")
|
||||
debt_to_assets: Optional[float] = Field(description="Debt-to-assets ratio")
|
||||
net_debt_to_ebitda: Optional[float] = Field(description="Net debt-to-EBITDA ratio")
|
||||
current_ratio: Optional[float] = Field(description="Current ratio")
|
||||
interest_coverage: Optional[float] = Field(description="Interest coverage")
|
||||
income_quality: Optional[float] = Field(description="Income quality")
|
||||
dividend_yield: Optional[float] = Field(description="Dividend yield")
|
||||
payout_ratio: Optional[float] = Field(description="Payout ratio")
|
||||
sales_general_and_administrative_to_revenue: Optional[float] = Field(
|
||||
description="Sales general and administrative expenses-to-revenue ratio"
|
||||
)
|
||||
research_and_development_to_revenue: Optional[float] = Field(
|
||||
description="Research and development expenses-to-revenue ratio"
|
||||
)
|
||||
intangibles_to_total_assets: Optional[float] = Field(
|
||||
description="Intangibles-to-total assets ratio"
|
||||
)
|
||||
capex_to_operating_cash_flow: Optional[float] = Field(
|
||||
description="Capital expenditures-to-operating cash flow ratio"
|
||||
)
|
||||
capex_to_revenue: Optional[float] = Field(
|
||||
description="Capital expenditures-to-revenue ratio"
|
||||
)
|
||||
capex_to_depreciation: Optional[float] = Field(
|
||||
description="Capital expenditures-to-depreciation ratio"
|
||||
)
|
||||
stock_based_compensation_to_revenue: Optional[float] = Field(
|
||||
description="Stock-based compensation-to-revenue ratio"
|
||||
)
|
||||
graham_number: Optional[float] = Field(description="Graham number")
|
||||
roic: Optional[float] = Field(description="Return on invested capital")
|
||||
return_on_tangible_assets: Optional[float] = Field(
|
||||
description="Return on tangible assets"
|
||||
)
|
||||
graham_net_net: Optional[float] = Field(
|
||||
description="Graham net-net working capital"
|
||||
)
|
||||
working_capital: Optional[float] = Field(description="Working capital")
|
||||
tangible_asset_value: Optional[float] = Field(description="Tangible asset value")
|
||||
net_current_asset_value: Optional[float] = Field(
|
||||
description="Net current asset value"
|
||||
)
|
||||
invested_capital: Optional[float] = Field(description="Invested capital")
|
||||
average_receivables: Optional[float] = Field(description="Average receivables")
|
||||
average_payables: Optional[float] = Field(description="Average payables")
|
||||
average_inventory: Optional[float] = Field(description="Average inventory")
|
||||
days_sales_outstanding: Optional[float] = Field(
|
||||
description="Days sales outstanding"
|
||||
)
|
||||
days_payables_outstanding: Optional[float] = Field(
|
||||
description="Days payables outstanding"
|
||||
)
|
||||
days_of_inventory_on_hand: Optional[float] = Field(
|
||||
description="Days of inventory on hand"
|
||||
)
|
||||
receivables_turnover: Optional[float] = Field(description="Receivables turnover")
|
||||
payables_turnover: Optional[float] = Field(description="Payables turnover")
|
||||
inventory_turnover: Optional[float] = Field(description="Inventory turnover")
|
||||
roe: Optional[float] = Field(description="Return on equity")
|
||||
capex_per_share: Optional[float] = Field(
|
||||
description="Capital expenditures per share"
|
||||
)
|
||||
|
||||
Reference in New Issue
Block a user