From 043ace9a0e6bdcf640d9aba200125baa25b8f9ba Mon Sep 17 00:00:00 2001 From: Pietro Rodolfo Masera Date: Mon, 29 May 2023 15:56:15 +0200 Subject: [PATCH] eps comparison graph ready --- Elaborated_Data/eps_comparison.csv | 361 ++++++++++++++++++ backend/api/past_performance.py | 17 + indexer/comparison_indexer.py | 19 +- stockingly-frontend/src/api/index.ts | 11 +- .../src/components/EpsComparisonChart.vue | 112 ++++++ stockingly-frontend/src/views/Comparison.vue | 6 +- stockingly.py | 6 + 7 files changed, 528 insertions(+), 4 deletions(-) create mode 100644 Elaborated_Data/eps_comparison.csv create mode 100644 backend/api/past_performance.py create mode 100644 stockingly-frontend/src/components/EpsComparisonChart.vue diff --git a/Elaborated_Data/eps_comparison.csv b/Elaborated_Data/eps_comparison.csv new file mode 100644 index 0000000..0773054 --- /dev/null +++ b/Elaborated_Data/eps_comparison.csv @@ -0,0 +1,361 @@ +,Ticker,quarter,epsDifferential +0,AAPL,2022-06-30,3.448275862068969 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+import numpy as np +from scraper.top100_extractor import programming_crime_list +from typing import Optional + +DF_EPS_PATH: str = os.path.join(os.path.dirname(__file__), '..', '..', 'Elaborated_Data', 'eps_comparison.csv') + + +def get_eps_comp(tickers: list[str]) -> list[dict]: + df = pd.read_csv(DF_EPS_PATH) + ticker_series = pd.Series(tickers) + df = df.loc[df['Ticker'].isin(ticker_series), :] \ + .rename(columns={"epsDifferential": "quarterlyDifferential", "Ticker": "ticker"}) \ + .reset_index(drop=True) + df = df.pivot(index='quarter', columns='ticker', values='quarterlyDifferential').reset_index(drop=False) + return df.replace({ np.nan: None }).to_dict('records') \ No newline at end of file diff --git a/indexer/comparison_indexer.py b/indexer/comparison_indexer.py index 642127a..4de70bb 100644 --- a/indexer/comparison_indexer.py +++ b/indexer/comparison_indexer.py @@ -37,6 +37,23 @@ def concatenate_eps(): eps_df.to_csv('Elaborated_Data/eps_quarterly_bar_chart.csv') +def eps_comparison(): + # Read earnings csv + eps_comp_df = pd.DataFrame() + + for ticker in programming_crime_list: + earnings = pd.read_csv(f'Companies_Data/{ticker}_Data/{ticker}earnings.csv') + earnings = earnings[['symbol', 'epsActual', 'epsEstimate', 'quarter']] + earnings['epsDifferential'] = ((earnings['epsActual'] - earnings['epsEstimate']) / earnings['epsEstimate']) * 100 + earnings = earnings.drop(columns=['epsActual', 'epsEstimate']) + earnings = earnings.rename(columns={'symbol': 'Ticker'}) + eps_comp_df = pd.concat([eps_comp_df, earnings], ignore_index=True, axis=0) + + # Save the earnings df to Elaborated_Data + eps_comp_df.to_csv(f'Elaborated_Data/eps_comparison.csv') + + return earnings if __name__ == '__main__': concatenate_price_history() - concatenate_eps() \ No newline at end of file + concatenate_eps() + eps_comparison() \ No newline at end of file diff --git a/stockingly-frontend/src/api/index.ts b/stockingly-frontend/src/api/index.ts index 364cad3..14452d8 100644 --- a/stockingly-frontend/src/api/index.ts +++ b/stockingly-frontend/src/api/index.ts @@ -44,6 +44,11 @@ export interface Eps { } +export interface EpsComp { + [ticker: string]: string | number; // really just number + quarter: string; +} + export const getCompanies = (tickers?: string[]): Promise => fetch(BACKEND_URL + '/companies' + (tickers ? ('/' + tickers.join('/')) : '')) .then(r => r.json()) @@ -61,6 +66,8 @@ export const getPriceHistory = (tickers: string[]): Promise => export const getBalanceSheet = (tickers: string[]): Promise => fetch(BACKEND_URL + '/assets_debts/' + tickers.join('/')).then(r=>r.json()) - export const getEps = (tickers: string[]): Promise => - fetch(BACKEND_URL + '/eps/' + tickers.join('/').toUpperCase()).then(r => r.json()) \ No newline at end of file + fetch(BACKEND_URL + '/eps/' + tickers.join('/').toUpperCase()).then(r => r.json()) + +export const getEpsComp = (tickers: string[]): Promise => + fetch(BACKEND_URL + '/eps_comp/' + tickers.join('/').toUpperCase()).then(r => r.json()) \ No newline at end of file diff --git a/stockingly-frontend/src/components/EpsComparisonChart.vue b/stockingly-frontend/src/components/EpsComparisonChart.vue new file mode 100644 index 0000000..9606368 --- /dev/null +++ b/stockingly-frontend/src/components/EpsComparisonChart.vue @@ -0,0 +1,112 @@ + + + \ No newline at end of file diff --git a/stockingly-frontend/src/views/Comparison.vue b/stockingly-frontend/src/views/Comparison.vue index c40fe30..569cb07 100644 --- a/stockingly-frontend/src/views/Comparison.vue +++ b/stockingly-frontend/src/views/Comparison.vue @@ -36,6 +36,9 @@ + + + @@ -66,6 +69,7 @@ import EmployeesChart from '@/components/EmployeesChart.vue'; import BalanceSheet from '@/components/BalanceSheet.vue'; import EpsChart from '@/components/EpsChart.vue'; import StockPrice from '@/components/StockPrice.vue'; +import EpsComparisonChart from '@/components/EpsComparisonChart.vue'; const route = useRoute(); const router = useRouter(); @@ -84,4 +88,4 @@ tickers.value = route.params.tickers.toString().split(','); onMounted(() => { companies.load(); }); - \ No newline at end of file + diff --git a/stockingly.py b/stockingly.py index 500f6ce..bc756fe 100644 --- a/stockingly.py +++ b/stockingly.py @@ -10,6 +10,7 @@ import sys import subprocess from typing import Optional from backend.api.eps import get_eps +from backend.api.past_performance import get_eps_comp ROOT_DIR: str = os.path.dirname(__file__) @@ -63,6 +64,11 @@ def eps(tickers: Optional[str]) -> object: return jsonify(get_eps(tickers.split('/'))) +@app.route('/eps_comp/', methods=['GET']) +def eps_comp(tickers: Optional[str]) -> object: + return jsonify(get_eps_comp(tickers.split('/'))) + + if __name__ == '__main__': if len(sys.argv) < 2 or sys.argv[1] != 'no-frontend': build_frontend()