TradePose Models

Models 2.16.0 is paired with Client 3.13.0 and a matching Gateway 0.2.0 / Rust 0.2.0 backend. Analyzer remains an internal source package and is not published to PyPI.

TradePose Models contains independently versioned Pydantic and Polars contracts shared by the public TradePose Client and private TradePose systems. It keeps serialized strategy, execution, result, and market-data shapes consistent across those boundaries.

Installation

Ordinary users should install the paired Client and Models versions:

uv add 'tradepose-client==3.13.0' 'tradepose-models==2.16.0'

This is an Alpha minor release with breaking Definition bytes/refs, Workload member selection and compact admission receipts. Users own migration of their data, strategies, Portfolio/Scheduler bindings and workspaces; no historical readers or migration tools are provided. Package installation does not deploy matching services. These versions are release candidates until canonical publication and registry verification complete.

If a package resolver reports a Models conflict, upgrade tradepose-client instead of guessing a Models version:

uv lock --upgrade-package tradepose-client
uv sync

Direct installation is intended only for maintainers of systems that implement the shared TradePose contracts.

Canonical research Workloads

Maintainers can import the closed research execution contract from tradepose_models.research. Workload and TaskSourceBinding use only the exact current typed schema and carry no schema-version field. They require the canonical-json-v1 and research-execution-v1 capability revisions; unknown, missing, legacy schema-version, and extra fields fail closed. Use canonical_workload_bytes() and canonical_task_source_binding_bytes() for transport, the typed ref helpers for content identity, and binding_requirements() to derive source roles solely from the Workload's MarketDataSpec.

Use validate_research_result_frame() at Python artifact boundaries to verify a typed ResearchTaskRequest, its kind-required Workload/Indicator manifests, exact physical Polars schema and nullability, indicator Struct fields, and canonical Policy row order. The validator intentionally does not cast: accepting a convertible dtype would hide a Worker wire-schema violation. Perform any desired data conversion only after canonical artifact admission, outside this contract check.

For trades, the complete Core schema and execution identity columns are mandatory in producer order, including empty and all-null scenarios. Member, Definition, Policy and execution-window identities preserve aggregate membership. Missing, extra, reordered, physical Null, or castable-but-wrong columns are rejected.

MarketDataSpec contains direct/resampled source lineage and a closed computation DAG with separate Indicator and DataColumn nodes. market_data_spec_from_compiled_graph() projects the validated authoring graph and verifies content-addressed computation identities. DataColumn selects OHLCV or TS and applies a non-negative owning-source row shift after resampling, before evaluation alignment. Its scalar dtype, timezone and nulls are preserved. The manifest contains separate indicators and data_columns membership; older shapes are not accepted. RawOhlcvIndicator is removed.

This package does not compile authoring sources, resolve catalogs, admit Tasks, or execute Workloads. Those remain separate service boundaries.

Task and expression compatibility

Models includes immutable Task snapshots and closed failure projections for business_commit_unconfirmed and saved_result_publication_failed. Deploy matching Gateway/Worker task notification and snapshot contracts together. Expanded native Polars expression support also requires a matching Worker; package installation does not update server services or translate older schemas.

Billing and resource contracts

Plans require research_ingest_per_minute and task_slots. monthly_quota, max_concurrent_tasks, subscription usage_limit, and usage limit/remaining/percentage fields are removed. Usage telemetry remains. Models validates format, semantics and forbidden capabilities; server policy owns bounded resource refusals. Gzip changes transport/storage representation without changing computation identity.

Runtime requirements

• Python 3.13 or newer
• Pydantic 2.12.1 or newer
• Polars 1.33.1

Models is Alpha software. Its version is independent from the Client version, and contract-breaking changes may require a coordinated Client upgrade.

Support and license

• Homepage: tradepose.com
• Support: admin@tradepose.com
• Status: Alpha
• License: MIT

Research execution identity

The current research exports include complete ResearchTaskRequest collections, WorkloadMember.original_definition, AuthoringOccurrenceBinding, member-qualified WorkloadExecutionManifest, and the data-only ResearchExecutionPlan contract. Canonical bytes and strict validators are shared with Rust Common. Backtest submissions carry complete Workload and execution-window collections; the Gateway accepted plan records execution groups and shards. OHLCV diagnostics retain their one-member, one-Period restrictions. Offline Preview does not predict the accepted shard count.