73 lines
2.8 KiB
Python
73 lines
2.8 KiB
Python
from edgar import *
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import ast
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from tqdm import tqdm
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from datetime import datetime
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# Define quarter-end dates for a given year
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def closest_quarter_end(date_str):
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date = datetime.strptime(date_str, "%Y-%m-%d")
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year = date.year
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# Define quarter end dates for the year
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q1 = datetime(year, 3, 31)
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q2 = datetime(year, 6, 30)
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q3 = datetime(year, 9, 30)
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q4 = datetime(year, 12, 31)
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# Find the closest quarter date
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closest = min([q1, q2, q3, q4], key=lambda d: abs(d - date))
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# Return the closest quarter date in 'YYYY-MM-DD' format
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return closest.strftime("%Y-%m-%d")
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# Tell the SEC who you are
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set_identity("Michael Mccallum mike.mccalum@indigo.com")
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symbol = 'NVDA'
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revenue_sources = []
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geography_sources = []
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filings = Company(symbol).get_filings(form="10-Q").latest(50)
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#print(filings[0].xbrl())
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for i in range(0,17):
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try:
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filing_xbrl = filings[i].xbrl()
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facts = filing_xbrl.facts.data
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latest_rows = facts.groupby('dimensions').head(1)
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for index, row in latest_rows.iterrows():
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dimensions_str = row.get("dimensions", "{}")
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try:
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dimensions_dict = ast.literal_eval(dimensions_str) if isinstance(dimensions_str, str) else dimensions_str
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except (ValueError, SyntaxError):
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dimensions_dict = {}
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for column_name in ["srt:StatementGeographicalAxis","srt:ProductOrServiceAxis"]:
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product_dimension = dimensions_dict.get(column_name) if isinstance(dimensions_dict, dict) else None
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#print(product_dimension)
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#print(row["namespace"], row["fact"], product_dimension, row["value"])
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if column_name == "srt:ProductOrServiceAxis":
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if row["namespace"] == "us-gaap" and product_dimension is not None and (product_dimension.startswith(symbol.lower() + ":") or product_dimension.startswith('country' + ":")):
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revenue_sources.append({
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"name": product_dimension.replace("Member", "").replace(f"{symbol.lower()}:", ""),
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"value": row["value"], "date": row["end_date"]
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})
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else:
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if row["namespace"] == "us-gaap" and product_dimension is not None and (product_dimension.startswith(symbol.lower() + ":") or product_dimension.startswith('country' + ":")):
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geography_sources.append({
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"name": product_dimension.replace("Member", "").replace(f"{symbol.lower()}:", ""),
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"value": row["value"], "date": row["end_date"]
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})
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except Exception as e:
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print(e)
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print(revenue_sources)
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print(geography_sources)
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