Spaces:
Sleeping
Sleeping
File size: 9,787 Bytes
70dc5cc d7033ec 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 70dc5cc 67169c8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 | import streamlit as st
import requests
import pandas as pd
from datetime import date
import asyncio
import aiohttp
import os
st.set_page_config(layout="wide")
API_KEY = os.getenv("FMP_API_KEY")
########################################
# SYNCHRONOUS FUNCTION FOR LIVE FEED
########################################
@st.cache_data(show_spinner=False)
def get_live_feed_data(limit, filing_type, from_date, to_date, is_done):
params = {
"apikey": API_KEY,
"limit": limit,
"from": from_date,
"to": to_date,
"isDone": str(is_done).lower()
}
if filing_type != "All":
params["type"] = filing_type
url = "https://financialmodelingprep.com/api/v4/rss_feed"
response = requests.get(url, params=params)
if response.status_code == 200:
return pd.DataFrame(response.json())
else:
st.error(f"Error fetching data (Status Code {response.status_code}).")
return pd.DataFrame()
########################################
# ASYNCHRONOUS FUNCTIONS FOR 8-K FILINGS
########################################
async def fetch_8k_page(session, page, from_date, to_date, has_financial):
params = {
"apikey": API_KEY,
"page": page,
"from": from_date,
"to": to_date,
"hasFinancial": str(has_financial).lower()
}
url = "https://financialmodelingprep.com/api/v4/rss_feed_8k"
async with session.get(url, params=params) as resp:
if resp.status == 200:
data = await resp.json()
return pd.DataFrame(data)
else:
return pd.DataFrame()
async def fetch_all_8k(pages_to_fetch, from_date, to_date, has_financial):
async with aiohttp.ClientSession() as session:
tasks = [fetch_8k_page(session, p, from_date, to_date, has_financial)
for p in range(pages_to_fetch)]
results = []
progress_bar = st.progress(0)
completed = 0
for task in asyncio.as_completed(tasks):
result = await task
results.append(result)
completed += 1
progress_bar.progress(completed / pages_to_fetch)
return results
########################################
# ASYNCHRONOUS FUNCTIONS FOR COMPANY FILINGS
########################################
async def fetch_company_page(session, symbol, filing_type, page):
params = {
"apikey": API_KEY,
"page": page,
"type": filing_type
}
url = f"https://financialmodelingprep.com/api/v3/sec_filings/{symbol}"
async with session.get(url, params=params) as resp:
if resp.status == 200:
data = await resp.json()
return pd.DataFrame(data)
else:
return pd.DataFrame()
async def fetch_all_company(symbol, filing_type, pages_to_fetch):
async with aiohttp.ClientSession() as session:
tasks = [fetch_company_page(session, symbol, filing_type, p)
for p in range(pages_to_fetch)]
results = []
progress_bar = st.progress(0)
completed = 0
for task in asyncio.as_completed(tasks):
result = await task
results.append(result)
completed += 1
progress_bar.progress(completed / pages_to_fetch)
return results
########################################
# PAGE FUNCTIONS
########################################
def live_feed_page():
st.title("Live SEC Filings Feed")
st.write(
"""
This page displays a list of recent SEC filings by public companies.
Filings include annual reports (10-K), quarterly reports (10-Q), and other important updates.
Use the filters to narrow down the list by filing type, date range, and whether the filing is complete.
"""
)
# Initialize session state if not set.
if "live_feed_results" not in st.session_state:
st.session_state.live_feed_results = None
with st.sidebar:
with st.expander("Live Feed Filter Parameters", expanded=True):
filing_type = st.selectbox(
"Filing Type",
options=["All", "10-K", "10-Q", "8-K", "6-K"],
help="Choose a specific filing type or 'All' for no filtering."
)
from_date = st.date_input(
"From Date",
value=date(2025, 1, 1),
help="Start date for the filings."
)
to_date = st.date_input(
"To Date",
value=date.today(),
help="End date for the filings."
)
is_done = st.checkbox(
"Completed Filings Only",
value=True,
help="Check to show only filings marked as completed."
)
run_live = st.button("Run Live Feed Query")
limit = 500
if run_live:
st.session_state.live_feed_results = get_live_feed_data(
limit, filing_type, from_date.isoformat(), to_date.isoformat(), is_done
)
if st.session_state.live_feed_results is not None:
st.write("### Live SEC Filings Data")
st.dataframe(st.session_state.live_feed_results, use_container_width=True)
def eight_k_page():
st.title("8-K Filings Specialized")
st.write(
"""
This page displays 8-K filings from public companies.
8-K filings are reports companies file when major events occur.
Use the filter below to show only filings that include financial information.
"""
)
if "eight_k_results" not in st.session_state:
st.session_state.eight_k_results = None
with st.sidebar:
with st.expander("8-K Filter Parameters", expanded=True):
from_date = st.date_input(
"From Date (8-K)",
value=date(2025, 1, 1),
help="Start date for 8-K filings."
)
to_date = st.date_input(
"To Date (8-K)",
value=date.today(),
help="End date for 8-K filings."
)
has_financial_option = st.selectbox(
"Only Filings with Financial Data",
options=["True", "False"],
help="Select 'True' to display only filings that include financial statements."
)
has_financial = has_financial_option.lower() == "true"
run_8k = st.button("Run 8-K Query")
pages_to_fetch = 15
if run_8k:
results = asyncio.run(
fetch_all_8k(pages_to_fetch, from_date.isoformat(), to_date.isoformat(), has_financial)
)
dfs = [df for df in results if not df.empty]
if dfs:
df_all = pd.concat(dfs, ignore_index=True)
st.session_state.eight_k_results = df_all
else:
st.session_state.eight_k_results = None
st.warning("No data returned for the given parameters.")
if st.session_state.eight_k_results is not None:
st.write("### 8-K Filings Data")
st.dataframe(st.session_state.eight_k_results, use_container_width=True)
def company_specific_page():
st.title("Company Specific SEC Filings")
st.write(
"""
This page displays filings for a specific company.
Enter a company ticker (e.g., AAPL) and select a filing type (like 10-K or 10-Q) to view the reports.
"""
)
if "company_results" not in st.session_state:
st.session_state.company_results = None
if "company_symbol" not in st.session_state:
st.session_state.company_symbol = None
with st.sidebar:
with st.expander("Company Filings Parameters", expanded=True):
symbol = st.text_input(
"Company Ticker",
value="AAPL",
help="Enter the ticker symbol of the company (e.g., AAPL)."
)
filing_type = st.selectbox(
"Filing Type",
options=["10-K", "10-Q", "8-K", "6-K"],
help="Select the type of filing to retrieve."
)
run_company = st.button("Run Company Query")
pages_to_fetch = 10
if run_company:
if symbol.strip():
results = asyncio.run(
fetch_all_company(symbol.upper(), filing_type, pages_to_fetch)
)
dfs = [df for df in results if not df.empty]
if dfs:
df_all = pd.concat(dfs, ignore_index=True)
st.session_state.company_results = df_all
st.session_state.company_symbol = symbol.upper()
else:
st.session_state.company_results = None
st.warning("No filings found for the given parameters.")
else:
st.warning("Please enter a valid company ticker.")
if st.session_state.company_results is not None:
st.write(f"### SEC Filings for {st.session_state.company_symbol}")
st.dataframe(st.session_state.company_results, use_container_width=True)
########################################
# MAIN APPLICATION
########################################
def main():
st.sidebar.title("Input Parameters")
page_selection = st.sidebar.radio(
"Select a Page",
("Live Feed", "8-K Specialized", "Company Specific"),
help="Navigate to the desired SEC filings page."
)
if page_selection == "Live Feed":
live_feed_page()
elif page_selection == "8-K Specialized":
eight_k_page()
elif page_selection == "Company Specific":
company_specific_page()
if __name__ == "__main__":
main()
hide_streamlit_style = """
<style>
#MainMenu {visibility: hidden;}
footer {visibility: hidden;}
</style>
"""
st.markdown(hide_streamlit_style, unsafe_allow_html=True)
|