diff --git a/notebooks/_config.yml b/notebooks/_config.yml
index bff1b65..98efec3 100644
--- a/notebooks/_config.yml
+++ b/notebooks/_config.yml
@@ -2,8 +2,8 @@
# Learn more at https://jupyterbook.org/customize/config.html
title: Quantflow library
-author: Quantmind Team
-copyright: "2024"
+author: quantmind
+copyright: "2014-2025"
logo: assets/quantflow-light.svg
# Force re-execution of notebooks on each build.
diff --git a/notebooks/data/fiscal_data.md b/notebooks/data/fiscal_data.md
new file mode 100644
index 0000000..54a6f84
--- /dev/null
+++ b/notebooks/data/fiscal_data.md
@@ -0,0 +1,31 @@
+---
+jupytext:
+ text_representation:
+ extension: .md
+ format_name: myst
+ format_version: 0.13
+ jupytext_version: 1.16.6
+kernelspec:
+ display_name: Python 3 (ipykernel)
+ language: python
+ name: python3
+---
+
+# Fiscal Data
+
+```{code-cell} ipython3
+from quantflow.data.fiscal_data import FiscalData
+```
+
+```{code-cell} ipython3
+fd = FiscalData()
+```
+
+```{code-cell} ipython3
+data = await fd.securities()
+data
+```
+
+```{code-cell} ipython3
+
+```
diff --git a/notebooks/data/fmp.md b/notebooks/data/fmp.md
index 707753e..380731b 100644
--- a/notebooks/data/fmp.md
+++ b/notebooks/data/fmp.md
@@ -18,10 +18,25 @@ The library provides a python client for the [Financial Modelling Prep API](http
```{code-cell} ipython3
from quantflow.data.fmp import FMP
+import pandas as pd
cli = FMP()
cli.url
```
+## Get path
+
+```{code-cell} ipython3
+d = await cli.get_path("stock-list")
+pd.DataFrame(d)
+```
+
+## Search
+
+```{code-cell} ipython3
+d = await cli.search("electric")
+pd.DataFrame(d)
+```
+
```{code-cell} ipython3
stock = "KNOS.L"
```
@@ -41,7 +56,7 @@ c
## Executive trading
```{code-cell} ipython3
-stock = "KNOS.L"
+stock = "AAPL"
```
```{code-cell} ipython3
@@ -58,3 +73,8 @@ await cli.insider_trading(stock)
c = await cli.news(stock)
c
```
+
+```{code-cell} ipython3
+p = await cli.market_risk_premium()
+pd.DataFrame(p)
+```
diff --git a/poetry.lock b/poetry.lock
index 9c0bda6..5cf6d8e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
[[package]]
name = "accessible-pygments"
@@ -53,15 +53,15 @@ log = ["python-json-logger (>=3.2.1,<4.0.0)"]
[[package]]
name = "aio-fluid"
-version = "1.5.0"
+version = "1.5.1"
description = "Tools for backend python services"
optional = true
python-versions = "<4.0,>=3.11"
groups = ["main"]
markers = "python_version == \"3.11\" and extra == \"data\""
files = [
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- {file = "aio_fluid-1.5.0.tar.gz", hash = "sha256:8ff43a1dc951c0b4a6bff4f78f26c76a01c71c09000a30c23c83bca3a985987a"},
+ {file = "aio_fluid-1.5.1-py3-none-any.whl", hash = "sha256:f658b07417d9d2d5812aa6fa9f0c3af8ebe45a9c694bc1ee97b5060f0ccd13f2"},
+ {file = "aio_fluid-1.5.1.tar.gz", hash = "sha256:de4b75b4d6b0b34a558d942490eb72f1db41e599fe3f67031f9115930602faba"},
]
[package.dependencies]
@@ -116,98 +116,103 @@ files = [
[[package]]
name = "aiohttp"
-version = "3.11.14"
+version = "3.12.6"
description = "Async http client/server framework (asyncio)"
optional = true
python-versions = ">=3.9"
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frozenlist = ">=1.1.1"
@@ -216,7 +221,7 @@ propcache = ">=0.2.0"
yarl = ">=1.17.0,<2.0"
[package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
[[package]]
name = "aiosignal"
@@ -498,14 +503,14 @@ dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)"
[[package]]
name = "beautifulsoup4"
-version = "4.13.3"
+version = "4.13.4"
description = "Screen-scraping library"
optional = false
python-versions = ">=3.7.0"
groups = ["book"]
files = [
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@@ -605,14 +610,14 @@ holidays = ["holidays (>=0.63,<0.64)"]
[[package]]
name = "certifi"
-version = "2025.1.31"
+version = "2025.4.26"
description = "Python package for providing Mozilla's CA Bundle."
optional = false
python-versions = ">=3.6"
groups = ["main", "book"]
files = [
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]
markers = {main = "extra == \"data\""}
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name = "charset-normalizer"
-version = "3.4.1"
+version = "3.4.2"
description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
optional = false
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[[package]]
@@ -1194,86 +1215,68 @@ dev = ["flake8", "markdown", "twine", "wheel"]
[[package]]
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@@ -1431,20 +1434,20 @@ python-dateutil = "*"
[[package]]
name = "httpcore"
-version = "1.0.7"
+version = "1.0.9"
description = "A minimal low-level HTTP client."
optional = false
python-versions = ">=3.8"
groups = ["main", "book"]
files = [
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[package.dependencies]
certifi = "*"
-h11 = ">=0.13,<0.15"
+h11 = ">=0.16"
[package.extras]
asyncio = ["anyio (>=4.0,<5.0)"]
@@ -1508,14 +1511,14 @@ files = [
[[package]]
name = "importlib-metadata"
-version = "8.6.1"
+version = "8.7.0"
description = "Read metadata from Python packages"
optional = false
python-versions = ">=3.9"
groups = ["book"]
files = [
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@@ -1591,14 +1594,14 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio
[[package]]
name = "ipython"
-version = "9.0.2"
+version = "9.2.0"
description = "IPython: Productive Interactive Computing"
optional = false
python-versions = ">=3.11"
groups = ["book"]
files = [
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@@ -1620,7 +1623,7 @@ black = ["black"]
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matplotlib = ["matplotlib"]
test = ["packaging", "pytest", "pytest-asyncio (<0.22)", "testpath"]
-test-extra = ["curio", "ipython[test]", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
+test-extra = ["curio", "ipykernel", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "nbclient", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
[[package]]
name = "ipython-pygments-lexers"
@@ -1639,22 +1642,22 @@ pygments = "*"
[[package]]
name = "ipywidgets"
-version = "8.1.5"
+version = "8.1.7"
description = "Jupyter interactive widgets"
optional = false
python-versions = ">=3.7"
groups = ["book"]
files = [
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comm = ">=0.1.3"
ipython = ">=6.1.0"
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traitlets = ">=4.3.1"
-widgetsnbextension = ">=4.0.12,<4.1.0"
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test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"]
@@ -1730,18 +1733,18 @@ i18n = ["Babel (>=2.7)"]
[[package]]
name = "json5"
-version = "0.10.0"
+version = "0.12.0"
description = "A Python implementation of the JSON5 data format."
optional = false
python-versions = ">=3.8.0"
groups = ["book"]
files = [
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[[package]]
name = "jsonpointer"
@@ -1757,14 +1760,14 @@ files = [
[[package]]
name = "jsonschema"
-version = "4.23.0"
+version = "4.24.0"
description = "An implementation of JSON Schema validation for Python"
optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
groups = ["book"]
files = [
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@@ -1787,14 +1790,14 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
[[package]]
name = "jsonschema-specifications"
-version = "2024.10.1"
+version = "2025.4.1"
description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
optional = false
python-versions = ">=3.9"
groups = ["book"]
files = [
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@@ -1891,14 +1894,14 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"
[[package]]
name = "jupyter-core"
-version = "5.7.2"
+version = "5.8.1"
description = "Jupyter core package. A base package on which Jupyter projects rely."
optional = false
python-versions = ">=3.8"
groups = ["book"]
files = [
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@@ -1907,8 +1910,8 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
traitlets = ">=5.3"
[package.extras]
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-test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest (<9)", "pytest-cov", "pytest-timeout"]
[[package]]
name = "jupyter-events"
@@ -1954,14 +1957,14 @@ jupyter-server = ">=1.1.2"
[[package]]
name = "jupyter-server"
-version = "2.15.0"
+version = "2.16.0"
description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
optional = false
python-versions = ">=3.9"
groups = ["book"]
files = [
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@@ -2011,14 +2014,14 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
[[package]]
name = "jupyterlab"
-version = "4.3.6"
+version = "4.4.3"
description = "JupyterLab computational environment"
optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
groups = ["book"]
files = [
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@@ -2032,14 +2035,14 @@ jupyter-server = ">=2.4.0,<3"
jupyterlab-server = ">=2.27.1,<3"
notebook-shim = ">=0.2"
packaging = "*"
-setuptools = ">=40.8.0"
+setuptools = ">=41.1.0"
tornado = ">=6.2.0"
traitlets = "*"
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+dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.11.4)"]
+docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<8.2.0)", "sphinx-copybutton"]
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+ {file = "yarl-1.20.0-cp39-cp39-win_amd64.whl", hash = "sha256:d4fad6e5189c847820288286732075f213eabf81be4d08d6cc309912e62be5b7"},
+ {file = "yarl-1.20.0-py3-none-any.whl", hash = "sha256:5d0fe6af927a47a230f31e6004621fd0959eaa915fc62acfafa67ff7229a3124"},
+ {file = "yarl-1.20.0.tar.gz", hash = "sha256:686d51e51ee5dfe62dec86e4866ee0e9ed66df700d55c828a615640adc885307"},
]
[package.dependencies]
idna = ">=2.0"
multidict = ">=4.0"
-propcache = ">=0.2.0"
+propcache = ">=0.2.1"
[[package]]
name = "zipp"
-version = "3.21.0"
+version = "3.22.0"
description = "Backport of pathlib-compatible object wrapper for zip files"
optional = false
python-versions = ">=3.9"
groups = ["book"]
files = [
- {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
- {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+ {file = "zipp-3.22.0-py3-none-any.whl", hash = "sha256:fe208f65f2aca48b81f9e6fd8cf7b8b32c26375266b009b413d45306b6148343"},
+ {file = "zipp-3.22.0.tar.gz", hash = "sha256:dd2f28c3ce4bc67507bfd3781d21b7bb2be31103b51a4553ad7d90b84e57ace5"},
]
[package.extras]
@@ -5214,7 +5289,7 @@ check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"
cover = ["pytest-cov"]
doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "importlib_resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
type = ["pytest-mypy"]
[extras]
@@ -5224,4 +5299,4 @@ data = ["aio-fluid"]
[metadata]
lock-version = "2.1"
python-versions = ">=3.11"
-content-hash = "78eb0c1b70b66f0fb86defeb09ce6a535dd56d11de7df99b7dae0ec1464287af"
+content-hash = "3b8e107b174a749cdc1648713d8ce637d52c76890e1e5110a94f00094a39617a"
diff --git a/pyproject.toml b/pyproject.toml
index aa370e5..9675154 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
[tool.poetry]
name = "quantflow"
-version = "0.3.2"
+version = "0.3.3"
description = "quantitative analysis"
authors = ["Luca "]
license = "BSD-3-Clause"
@@ -17,21 +17,21 @@ scipy = "^1.14.1"
pydantic = "^2.0.2"
ccy = { version = "^1.7.1" }
python-dotenv = "^1.0.1"
-polars = {version = "^1.11.0", extras=["pandas", "pyarrow"]}
+polars = { version = "^1.11.0", extras = ["pandas", "pyarrow"] }
asciichartpy = { version = "^1.5.25", optional = true }
prompt-toolkit = { version = "^3.0.43", optional = true }
-aio-fluid = {version = "^1.2.1", extras=["http"], optional = true}
-rich = {version = "^13.9.4", optional = true}
-click = {version = "^8.1.7", optional = true}
-holidays = {version = "^0.63", optional = true}
-async-cache = {version = "^1.1.1", optional = true}
+aio-fluid = { version = "^1.2.1", extras = ["http"], optional = true }
+rich = { version = "^13.9.4", optional = true }
+click = { version = "^8.1.7", optional = true }
+holidays = { version = "^0.63", optional = true }
+async-cache = { version = "^1.1.1", optional = true }
[tool.poetry.group.dev.dependencies]
black = "^25.1.0"
pytest-cov = "^6.0.0"
mypy = "^1.14.1"
ghp-import = "^2.0.2"
-ruff = "^0.11.2"
+ruff = "^0.11.12"
pytest-asyncio = "^0.26.0"
isort = "^6.0.1"
@@ -44,7 +44,7 @@ cli = [
"prompt-toolkit",
"rich",
"click",
- "holidays"
+ "holidays",
]
[tool.poetry.group.book]
@@ -74,9 +74,7 @@ formats = "ipynb,myst"
[tool.pytest.ini_options]
asyncio_mode = "auto"
-testpaths = [
- "quantflow_tests"
-]
+testpaths = ["quantflow_tests"]
[tool.isort]
profile = "black"
@@ -102,7 +100,7 @@ module = [
"IPython.*",
"pandas.*",
"plotly.*",
- "scipy.*"
+ "scipy.*",
]
ignore_missing_imports = true
disallow_untyped_defs = false
diff --git a/quantflow/__init__.py b/quantflow/__init__.py
index ac6e0f2..ecc96a1 100644
--- a/quantflow/__init__.py
+++ b/quantflow/__init__.py
@@ -1,3 +1,3 @@
"""Quantitative analysis and pricing"""
-__version__ = "0.3.2"
+__version__ = "0.3.3"
diff --git a/quantflow/cli/commands/crypto.py b/quantflow/cli/commands/crypto.py
index c449d1f..33e35de 100644
--- a/quantflow/cli/commands/crypto.py
+++ b/quantflow/cli/commands/crypto.py
@@ -8,7 +8,7 @@
from cache import AsyncTTL
from ccy.cli.console import df_to_rich
-from quantflow.data.deribit import Deribit
+from quantflow.data.deribit import Deribit, InstrumentKind
from quantflow.options.surface import VolSurface
from quantflow.utils.numbers import round_to_step
@@ -24,13 +24,34 @@ def crypto() -> None:
ctx.set_as_section()
+@crypto.command()
+@click.argument("currency")
+@click.option(
+ "-k",
+ "--kind",
+ type=click.Choice(list(InstrumentKind)),
+ default=InstrumentKind.spot.value,
+)
+def instruments(currency: str, kind: str) -> None:
+ """Provides information about instruments
+
+ Instruments for given cryptocurrency from Deribit API"""
+ ctx = QuantContext.current()
+ data = asyncio.run(get_instruments(ctx, currency, kind))
+ df = pd.DataFrame(data)
+ ctx.qf.print(df_to_rich(df))
+
+
@crypto.command()
@click.argument("currency")
@options.length
@options.height
@options.chart
def volatility(currency: str, length: int, height: int, chart: bool) -> None:
- """Provides information about historical volatility for given cryptocurrency"""
+ """Provides information about historical volatility
+
+ Historical volatility for given cryptocurrency from Deribit API
+ """
ctx = QuantContext.current()
df = asyncio.run(get_volatility(ctx, currency))
df["volatility"] = df["volatility"].map(lambda p: round_to_step(p, "0.01"))
@@ -109,9 +130,16 @@ def prices(symbol: str, height: int, length: int, chart: bool, frequency: str) -
)
+async def get_instruments(ctx: QuantContext, currency: str, kind: str) -> list[dict]:
+ async with Deribit() as client:
+ return await client.get_instruments(
+ currency=currency, kind=InstrumentKind(kind)
+ )
+
+
async def get_volatility(ctx: QuantContext, currency: str) -> pd.DataFrame:
async with Deribit() as client:
- return await client.get_volatility(params=dict(currency=currency))
+ return await client.get_volatility(currency)
@AsyncTTL(time_to_live=10)
diff --git a/quantflow/cli/commands/stocks.py b/quantflow/cli/commands/stocks.py
index 9faece5..c05ee4f 100644
--- a/quantflow/cli/commands/stocks.py
+++ b/quantflow/cli/commands/stocks.py
@@ -24,6 +24,15 @@ def stocks() -> None:
ctx.set_as_section()
+@stocks.command()
+def indices() -> None:
+ """Search companies"""
+ ctx = QuantContext.current()
+ data = asyncio.run(get_indices(ctx))
+ df = pd.DataFrame(data)
+ ctx.qf.print(df_to_rich(df))
+
+
@stocks.command()
@click.argument("symbol")
def profile(symbol: str) -> None:
@@ -78,6 +87,11 @@ def sectors(period: str) -> None:
ctx.qf.print(df_to_rich(df))
+async def get_indices(ctx: QuantContext) -> list[dict]:
+ async with ctx.fmp() as cli:
+ return await cli.indices()
+
+
async def get_prices(ctx: QuantContext, symbol: str, frequency: str) -> pd.DataFrame:
async with ctx.fmp() as cli:
return await cli.prices(symbol, frequency)
diff --git a/quantflow/data/deribit.py b/quantflow/data/deribit.py
index 704e942..a1dec57 100644
--- a/quantflow/data/deribit.py
+++ b/quantflow/data/deribit.py
@@ -1,9 +1,12 @@
+import enum
+from dataclasses import dataclass
from datetime import datetime, timezone
from decimal import Decimal
from typing import Any, cast
import pandas as pd
from dateutil.parser import parse
+from fluid.utils.data import compact_dict
from fluid.utils.http_client import AioHttpClient, HttpResponse, HttpResponseError
from quantflow.options.surface import VolSecurityType, VolSurfaceLoader
@@ -14,47 +17,79 @@ def parse_maturity(v: str) -> datetime:
return parse(v).replace(tzinfo=timezone.utc, hour=8)
+class InstrumentKind(enum.StrEnum):
+ """Instrument kind for Deribit API."""
+
+ future = enum.auto()
+ option = enum.auto()
+ spot = enum.auto()
+ future_combo = enum.auto()
+ option_combo = enum.auto()
+
+
+@dataclass
class Deribit(AioHttpClient):
"""Deribit API client
- Fetch market and static data from `Deribit`_.
+ Fetch market and static data from `Deribit`_ API.
.. _Deribit: https://docs.deribit.com/
"""
- url = "https://www.deribit.com/api/v2"
+ url: str = "https://www.deribit.com/api/v2"
- async def get_book_summary_by_instrument(self, **kw: Any) -> list[dict]:
- kw.update(callback=self.to_result)
+ async def get_book_summary_by_instrument(
+ self,
+ instrument_name: str,
+ **kw: Any,
+ ) -> list[dict]:
+ """Get the book summary for a given instrument."""
+ kw.update(params=dict(instrument_name=instrument_name), callback=self.to_result)
return cast(
list[dict],
await self.get_path("public/get_book_summary_by_instrument", **kw),
)
- async def get_book_summary_by_currency(self, **kw: Any) -> list[dict]:
- kw.update(callback=self.to_result)
+ async def get_book_summary_by_currency(
+ self, currency: str, kind: InstrumentKind | None = None, **kw: Any
+ ) -> list[dict]:
+ """Get the book summary for a given currency."""
+ kw.update(
+ params=compact_dict(currency=currency, kind=kind), callback=self.to_result
+ )
return cast(
list[dict], await self.get_path("public/get_book_summary_by_currency", **kw)
)
- async def get_instruments(self, **kw: Any) -> list[dict]:
- kw.update(callback=self.to_result)
+ async def get_instruments(
+ self,
+ currency: str,
+ kind: InstrumentKind | None = None,
+ expired: bool | None = None,
+ **kw: Any,
+ ) -> list[dict]:
+ """Get the list of instruments for a given currency."""
+ kw.update(
+ params=compact_dict(currency=currency, kind=kind, expired=expired),
+ callback=self.to_result,
+ )
return cast(list[dict], await self.get_path("public/get_instruments", **kw))
- async def get_volatility(self, **kw: Any) -> pd.DataFrame:
- kw.update(callback=self.to_df)
+ async def get_volatility(self, currency: str, **kw: Any) -> pd.DataFrame:
+ """Provides information about historical volatility for given cryptocurrency"""
+ kw.update(params=dict(currency=currency), callback=self.to_df)
return await self.get_path("public/get_historical_volatility", **kw)
async def volatility_surface_loader(self, currency: str) -> VolSurfaceLoader:
"""Create a :class:`.VolSurfaceLoader` for a given crypto-currency"""
loader = VolSurfaceLoader()
futures = await self.get_book_summary_by_currency(
- params=dict(currency=currency, kind="future")
+ currency=currency, kind=InstrumentKind.future
)
options = await self.get_book_summary_by_currency(
- params=dict(currency=currency, kind="option")
+ currency=currency, kind=InstrumentKind.option
)
- instruments = await self.get_instruments(params=dict(currency=currency))
+ instruments = await self.get_instruments(currency=currency)
instrument_map = {i["instrument_name"]: i for i in instruments}
min_tick_size = Decimal("inf")
for future in futures:
diff --git a/quantflow/data/fed.py b/quantflow/data/fed.py
index fd3e5d2..707ab0f 100644
--- a/quantflow/data/fed.py
+++ b/quantflow/data/fed.py
@@ -6,12 +6,7 @@
import pandas as pd
from fluid.utils.http_client import AioHttpClient
-URL = (
- "https://www.federalreserve.gov/datadownload/Output.aspx?"
- "rel=H15&series=bf17364827e38702b42a58cf8eaa3f78&lastobs=&"
-)
-
-maturities = [
+MATURITIES = (
"month_1",
"month_3",
"month_6",
@@ -23,7 +18,7 @@
"year_10",
"year_20",
"year_30",
-]
+)
@dataclass
@@ -52,7 +47,7 @@ async def yield_curves(self, **params: Any) -> pd.DataFrame:
params.update(series="bf17364827e38702b42a58cf8eaa3f78", rel="H15")
data = await self._get_text(params)
df = pd.read_csv(data, header=5, index_col=None, parse_dates=True)
- df.columns = ["date"] + maturities # type: ignore
+ df.columns = list(("date",) + MATURITIES) # type: ignore
df = df.set_index("date").replace("ND", np.nan)
return df.dropna(axis=0, how="all").reset_index()
diff --git a/quantflow/data/fiscal_data.py b/quantflow/data/fiscal_data.py
new file mode 100644
index 0000000..2a7d434
--- /dev/null
+++ b/quantflow/data/fiscal_data.py
@@ -0,0 +1,42 @@
+from dataclasses import dataclass
+from datetime import date, timedelta
+
+import pandas as pd
+from fluid.utils.http_client import AioHttpClient
+
+from quantflow.utils.dates import as_date
+
+
+@dataclass
+class FiscalData(AioHttpClient):
+ """Fiscal Data API client.
+
+ THis class is used to fetch data from the
+ [fiscal data api](https://fiscaldata.treasury.gov/api-documentation/)
+ """
+
+ url: str = "https://api.fiscaldata.treasury.gov/services/api/fiscal_service"
+
+ async def securities(self, record_date: date | None = None) -> pd.DataFrame:
+ """Get treasury constant maturities rates"""
+ rd = as_date(record_date)
+ pm = rd.replace(day=1) - timedelta(days=1)
+ params = {"filter": f"record_date:eq:{pm.isoformat()}"}
+ data = await self.get_all("/v1/debt/mspd/mspd_table_3_market", params)
+ return pd.DataFrame(data)
+
+ async def get_all(self, path: str, params: dict[str, str]) -> list:
+ """Get all data from the API"""
+ next_url: str | None = f"{self.url}{path}"
+ full_data = []
+ while next_url:
+ payload = await self.get(next_url, params=params)
+ full_data.extend(payload["data"])
+ if links := payload.get("links"):
+ if next_path := links.get("next"):
+ next_url = f"{self.url}{next_path}"
+ else:
+ next_url = None
+ else:
+ next_url = None
+ return full_data
diff --git a/quantflow/data/fmp.py b/quantflow/data/fmp.py
index 360ebcb..ad16f05 100644
--- a/quantflow/data/fmp.py
+++ b/quantflow/data/fmp.py
@@ -20,10 +20,10 @@ class FMP(AioHttpClient):
Fetch market and financial data from `Financial Modeling Prep`_.
- .. _Financial Modeling Prep: https://financialmodelingprep.com/developer/docs/
+ .. _Financial Modeling Prep: https://site.financialmodelingprep.com/developer/docs/stable
"""
- url: str = "https://financialmodelingprep.com/api"
+ url: str = "https://financialmodelingprep.com/stable"
key: str = field(default_factory=lambda: os.environ.get("FMP_API_KEY", ""))
class freq(StrEnum):
@@ -37,22 +37,28 @@ class freq(StrEnum):
four_hour = "4hour"
daily = ""
+ async def market_risk_premium(self) -> list[dict]:
+ """Market risk premium"""
+ return await self.get_path("market-risk-premium")
+
async def stocks(self, **kw: Any) -> list[dict]:
- return await self.get_path("v3/stock/list", **kw)
+ return await self.get_path("stock-list", **kw)
async def etfs(self, **kw: Any) -> list[dict]:
- return await self.get_path("v3/etf/list", **kw)
+ return await self.get_path("etf-list", **kw)
async def indices(self, **kw: Any) -> list[dict]:
- return await self.get_path("v3/quotes/index", **kw)
+ """Retrieve a comprehensive list of stock market indexes
+ across global exchanges"""
+ return await self.get_path("index-list", **kw)
async def profile(self, *tickers: str, **kw: Any) -> list[dict]:
"""Company profile - minute"""
- return await self.get_path(f"v3/profile/{self.join(*tickers)}", **kw)
+ return await self.get_path(f"profile/{self.join(*tickers)}", **kw)
async def quote(self, *tickers: str, **kw: Any) -> list[dict]:
"""Company quote - real time"""
- return await self.get_path(f"v3/quote/{self.join(*tickers)}", **kw)
+ return await self.get_path(f"quote/{self.join(*tickers)}", **kw)
# calendars
@@ -68,28 +74,28 @@ async def dividends(
if not to_date:
to_date = date.today() + timedelta(days=7)
params = {"from": isoformat(from_date), "to": isoformat(to_date)}
- return await self.get_path("v3/stock_dividend_calendar", params=params, **kw)
+ return await self.get_path("stock_dividend_calendar", params=params, **kw)
# Executives
async def executives(self, ticker: str, **kw: Any) -> list[dict]:
"""Company quote - real time"""
- return await self.get_path(f"v3/key-executives/{ticker}", **kw)
+ return await self.get_path(f"key-executives/{ticker}", **kw)
async def insider_trading(self, ticker: str, **kw: Any) -> list[dict]:
"""Company Insider Trading"""
return await self.get_path(
- "v4/insider-trading", **self.params(dict(symbol=ticker), **kw)
+ "insider-trading", **self.params(dict(symbol=ticker), **kw)
)
# Rating
async def rating(self, ticker: str, **kw: Any) -> list[dict]:
"""Company rating - real time"""
- return await self.get_path(f"v3/rating/{ticker}", **kw)
+ return await self.get_path(f"rating/{ticker}", **kw)
async def etf_holders(self, ticker: str, **kw: Any) -> list[dict]:
- return await self.get_path(f"v3/etf-holder/{ticker}", **kw)
+ return await self.get_path(f"etf-holder/{ticker}", **kw)
async def ratios(
self,
@@ -102,7 +108,7 @@ async def ratios(
the trailing 12 months"""
path = "ratios" if period else "ratios-ttm"
return await self.get_path(
- f"v3/{path}/{ticker}",
+ f"{path}/{ticker}",
**self.params(compact_dict(period=period, limit=limit), **kw),
)
@@ -110,14 +116,14 @@ async def peers(self, *tickers: str, **kw: Any) -> list[dict]:
"""Stock peers based on sector, exchange and market cap"""
kwargs = self.params(**kw)
kwargs["params"]["symbol"] = self.join(*tickers)
- return await self.get_path("v4/stock_peers", **kwargs)
+ return await self.get_path("stock_peers", **kwargs)
async def news(self, *tickers: str, **kw: Any) -> list[dict]:
"""Company quote - real time"""
kwargs = self.params(**kw)
if tickers:
kwargs["params"]["tickers"] = self.join(*tickers)
- return await self.get_path("v3/stock_news", **kwargs)
+ return await self.get_path("stock_news", **kwargs)
async def search(
self,
@@ -125,10 +131,10 @@ async def search(
*,
exchange: str | None = None,
limit: int | None = None,
- ticker: bool = False,
+ symbol: bool = False,
**kw: Any,
) -> list[dict]:
- path = "v3/search-ticker" if ticker else "v3/search"
+ path = "search-symbol" if symbol else "search-name"
return await self.get_path(
path,
**self.params(
@@ -137,15 +143,20 @@ async def search(
)
async def prices(
- self, ticker: str, frequency: str = "", to_date: bool = False, **kw: Any
+ self,
+ symbol: str,
+ frequency: str = "",
+ to_date: bool = False,
+ **kw: Any,
) -> pd.DataFrame:
"""Historical prices, daily if frequency is not provided"""
- base = (
- "historical-price-full/"
+ path = (
+ "historical-price-eod/full"
if not frequency
else f"historical-chart/{frequency}"
)
- data = await self.get_path(f"v3/{base}/{ticker}", **kw)
+ kw.update(params=dict(symbol=symbol))
+ data = await self.get_path(path, **kw)
if isinstance(data, dict):
data = data.get("historical", [])
df = pd.DataFrame(data)
@@ -164,25 +175,23 @@ async def sector_performance(
**kw: Any,
) -> dict | list[dict]:
if not from_date:
- data = await self.get_path("v3/sectors-performance", params=params, **kw)
+ data = await self.get_path("sectors-performance", params=params, **kw)
return {d["sector"]: Decimal(d["changesPercentage"][:-1]) for d in data}
else:
params = params.copy() if params is not None else {}
params.update(compact_dict({"from": from_date, "to": to_date}))
data = await self.get_path(
- "v3/historical-sectors-performance", params=params, **kw
+ "historical-sectors-performance", params=params, **kw
)
ts = [dict(nice_sector_performance(d)) for d in data]
return summary_sector_performance(ts) if summary else ts
async def sector_pe(self, **kw: Any) -> list[dict]:
- return cast(
- list[dict], await self.get_path("v4/sector_price_earning_ratio", **kw)
- )
+ return cast(list[dict], await self.get_path("sector_price_earning_ratio", **kw))
# forex
async def forex_list(self) -> list[dict]:
- return await self.get_path("v3/symbol/available-forex-currency-pairs")
+ return await self.get_path("symbol/available-forex-currency-pairs")
def historical_frequencies(self) -> dict:
return {
@@ -201,7 +210,7 @@ def historical_frequencies_annulaized(self) -> dict:
# Crypto
async def crypto_list(self) -> list[dict]:
- return await self.get_path("v3/symbol/available-cryptocurrencies")
+ return await self.get_path("symbol/available-cryptocurrencies")
# Internals
async def get_path(self, path: str, **kw: Any) -> list[dict]:
diff --git a/quantflow/utils/dates.py b/quantflow/utils/dates.py
index 63829c9..e443c1d 100644
--- a/quantflow/utils/dates.py
+++ b/quantflow/utils/dates.py
@@ -22,3 +22,12 @@ def isoformat(date: str | date) -> str:
def start_of_day(dt: date | None = None) -> datetime:
return as_utc(dt).replace(hour=0, minute=0, second=0, microsecond=0)
+
+
+def as_date(dt: date | None = None) -> date:
+ if dt is None:
+ return date.today()
+ elif isinstance(dt, datetime):
+ return dt.date()
+ else:
+ return dt
diff --git a/quantflow_tests/test_data.py b/quantflow_tests/test_data.py
index 8ef5d6c..0295bac 100644
--- a/quantflow_tests/test_data.py
+++ b/quantflow_tests/test_data.py
@@ -4,6 +4,7 @@
from aiohttp.client_exceptions import ClientError
from quantflow.data.fed import FederalReserve
+from quantflow.data.fiscal_data import FiscalData
from quantflow.data.fmp import FMP
pytestmark = pytest.mark.skipif(not FMP().key, reason="No FMP API key found")
@@ -50,3 +51,14 @@ async def test_fed_rates() -> None:
assert df.shape[1] == 2
except (ConnectionError, ClientError) as e:
pytest.skip(f"Skipping test_fed due to network issue: {e}")
+
+
+async def __test_fiscal_data() -> None:
+ try:
+ async with FiscalData() as fd:
+ df = await fd.securities()
+ assert df is not None
+ assert df.shape[0] > 0
+ assert df.shape[1] == 2
+ except (ConnectionError, ClientError) as e:
+ pytest.skip(f"Skipping test_fed due to network issue: {e}")