Initial commit: Version 1 of source code
This commit is contained in:
6
.env
Normal file
6
.env
Normal file
@@ -0,0 +1,6 @@
|
||||
EMAIL_SENDER=your_email@gmail.com
|
||||
EMAIL_RECIPIENT=recipient@example.com
|
||||
EMAIL_PASSWORD=your_app_password
|
||||
SMTP_SERVER=smtp.gmail.com
|
||||
SMTP_PORT=587
|
||||
SEC_API_KEY=your_sec_api_key
|
||||
6
.env.example
Normal file
6
.env.example
Normal file
@@ -0,0 +1,6 @@
|
||||
EMAIL_SENDER=your_email@gmail.com
|
||||
EMAIL_RECIPIENT=recipient@example.com
|
||||
EMAIL_PASSWORD=your_app_password
|
||||
SMTP_SERVER=smtp.gmail.com
|
||||
SMTP_PORT=587
|
||||
SEC_API_KEY=your_sec_api_key
|
||||
85
HedgeAnalyzer.py
Normal file
85
HedgeAnalyzer.py
Normal file
@@ -0,0 +1,85 @@
|
||||
# pip install sec-api pandas python-dotenv
|
||||
from sec_api import ThirteenFApi
|
||||
import pandas as pd
|
||||
from smtplib import SMTP
|
||||
from email.mime.text import MIMEText
|
||||
from email.mime.multipart import MIMEMultipart
|
||||
from dotenv import load_dotenv
|
||||
import os
|
||||
import uuid
|
||||
|
||||
# Load environment variables from .env file
|
||||
load_dotenv()
|
||||
|
||||
# Email configuration from .env
|
||||
EMAIL_SENDER = os.getenv('EMAIL_SENDER')
|
||||
EMAIL_RECIPIENT = os.getenv('EMAIL_RECIPIENT')
|
||||
EMAIL_PASSWORD = os.getenv('EMAIL_PASSWORD')
|
||||
SMTP_SERVER = os.getenv('SMTP_SERVER', 'smtp.gmail.com')
|
||||
SMTP_PORT = int(os.getenv('SMTP_PORT', 587))
|
||||
SEC_API_KEY = os.getenv('SEC_API_KEY') # Get free at sec-api.io
|
||||
|
||||
# Initialize SEC API
|
||||
api = ThirteenFApi(SEC_API_KEY)
|
||||
|
||||
# Point72 CIK
|
||||
CIK = '0001603466'
|
||||
|
||||
# Get latest two 13F filings
|
||||
filings = api.get_filings(cik=CIK)
|
||||
filings = sorted(filings, key=lambda x: x['periodOfReport'], reverse=True)[:2]
|
||||
|
||||
latest = filings[0]
|
||||
prev = filings[1]
|
||||
|
||||
# Fetch holdings
|
||||
latest_df = pd.DataFrame(api.get_holdings(accessionNo=latest['accessionNo']))
|
||||
prev_df = pd.DataFrame(api.get_holdings(accessionNo=prev['accessionNo']))
|
||||
|
||||
# Set index for comparison
|
||||
key_col = 'cusip'
|
||||
latest_df = latest_df.set_index(key_col)
|
||||
prev_df = prev_df.set_index(key_col)
|
||||
|
||||
# Additions
|
||||
additions = latest_df[~latest_df.index.isin(prev_df.index)]
|
||||
|
||||
# Removals
|
||||
removals = prev_df[~prev_df.index.isin(latest_df.index)]
|
||||
|
||||
# Changes >10%
|
||||
both = latest_df.index.intersection(prev_df.index)
|
||||
changes = latest_df.loc[both].join(prev_df.loc[both], lsuffix='_new', rsuffix='_old')
|
||||
changes['share_change'] = changes['shrsOrPrnamt_new'] - changes['shrsOrPrnamt_old']
|
||||
changes = changes[abs(changes['share_change']) / changes['shrsOrPrnamt_old'] > 0.1]
|
||||
|
||||
# Summary
|
||||
summary = f"""
|
||||
Point72 13F Changes {prev['periodOfReport']} to {latest['periodOfReport']}
|
||||
|
||||
Additions ({len(additions)}):
|
||||
{additions[['nameOfIssuer', 'shrsOrPrnamt', 'value']].to_string()}
|
||||
|
||||
Removals ({len(removals)}):
|
||||
{removals[['nameOfIssuer', 'shrsOrPrnamt', 'value']].to_string()}
|
||||
|
||||
Changes ({len(changes)}):
|
||||
{changes[['nameOfIssuer_new', 'share_change']].to_string()}
|
||||
"""
|
||||
|
||||
# Email
|
||||
msg = MIMEMultipart()
|
||||
msg['From'] = EMAIL_SENDER
|
||||
msg['To'] = EMAIL_RECIPIENT
|
||||
msg['Subject'] = f'Point72 13F Update {latest["periodOfReport"]}'
|
||||
msg.attach(MIMEText(summary, 'plain'))
|
||||
|
||||
server = SMTP(SMTP_SERVER, SMTP_PORT)
|
||||
server.starttls()
|
||||
server.login(EMAIL_SENDER, EMAIL_PASSWORD)
|
||||
server.send_message(msg)
|
||||
server.quit()
|
||||
|
||||
print("Email sent!")
|
||||
|
||||
|
||||
Reference in New Issue
Block a user