TradePose Models
Shared Pydantic contracts, enums, indicator calculations, and Polars schemas for TradePose packages.
Installation
pip install tradepose-models
Python 3.13 or newer is required.
Indicator specification
Concrete indicator models are the calculation configs. IndicatorSpec adds canonical
source provenance and resolved wire identity.
from tradepose_models.enums import Freq
from tradepose_models.indicators import ATRIndicator
from tradepose_models.strategy import IndicatorSpec, SourceDescriptor
source = SourceDescriptor(instrument="NAS100", freq=Freq.DAY_1)
atr_spec = IndicatorSpec(
source=source,
indicator=ATRIndicator(period=14, shift=1),
)
assert atr_spec.instrument == "NAS100"
assert atr_spec.indicator_id.startswith("sha256:")
assert atr_spec.column_id.startswith("ind_v1_")
assert atr_spec.public_name.startswith("NAS100@1D:ATR(period=14)")
assert atr_spec.output_ref().indicator_id == atr_spec.indicator_id
public_name is presentation metadata for logs and friendly artifact views.
column_id is the only physical DataFrame column name; col() selects that struct
column and callers then select a declared field such as .struct.field("value").
short_name and display_name() are not part of the indicator API.
Typed authoring dependencies
Client authoring dependencies use tp.input(...); resolved IndicatorOutputRef values
belong only to compiled IndicatorSpec wire data. Do not substitute readable labels
or physical ind_v1_* column identities for typed references.
from tradepose_client import authoring as tp
atr = ATRIndicator(period=14, shift=1)
atr_quantile = ATRQuantileIndicator(
atr_column=tp.input("atr"),
window=252,
quantile=0.5,
shift=0,
)
supertrend = SuperTrendIndicator(
multiplier=3.0,
volatility_column=tp.input("atr"),
shift=1,
)
For open-driven decisions, indicators reading high, low, close, or volume
require shift >= 1. A literal current-bar column="open" may use shift=0.
Core modules
tradepose_models.strategy: strategy, graph, authoring, manifest, and portfolio data contracts.tradepose_models.indicators: concrete calculation models and their output contracts.tradepose_models.enums: shared frequencies and trading enums.tradepose_models.schemas: trades and timezone-aware OHLCV schemas.tradepose_models.export: typed export request and response contracts.
Experiment catalogs, workspace lifecycle, execution, and portfolio promotion are
owned by tradepose-client; Models does not provide a Python strategy registry.
Development
From the repository python/ directory:
uv run --project packages/models pytest packages/models/tests
uv run ruff check packages/models
1 maintainer
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