From 8a747c75ecc630eb9ac908b09979d4ebca6c551f Mon Sep 17 00:00:00 2001 From: abrichr Date: Tue, 3 Nov 2026 17:12:52 -0500 Subject: [PATCH 01/21] feat(flow): serve the fault benches as OpenEnv and Prime Intellect RL environments One generic browser environment (openadapt_flow.rl_env) serves every app over the OpenEnv protocol. The reward is verify_run's verdict on the app's record, read through a channel the agent's browser cannot reach; each episode also returns an outcome vector (completion, harm, false refusal, steps). - MockMed: 11-task public sample with hidden faults. MockLoan and the held-out MockMed faults ship no public tasks; they load from a pack kept outside the package (OPENADAPT_ENV_EXTRA_TASKS), and every pack is hashed. - OpenEMR (GPL-3.0), Frappe Lending (GPL-3.0) and openIMIS (AGPL-3.0): manifests name upstream images by digest; no app code is copied. OpenEMR has a task pack awaiting a live run; Frappe has its oracle; openIMIS has no reset yet. - A failure report on an impossible task pays only after the browser sent the task's write, so not trying never earns reward. - environments/prime/openadapt_web_envs: verifiers v1 taskset over the same servers. --- .../benchmark/frappe_lending/rl_env_hooks.py | 33 + .../benchmark/openemr_local/rl_env_hooks.py | 31 + packages/flow/environments/openenv/README.md | 123 +++ .../openenv/_space/oracle/solve.sh | 6 + .../openenv/_space/server/Dockerfile | 22 + .../environments/openenv/_space/server/app.py | 7 + .../openenv/frappe_lending/env.yaml | 36 + .../openenv/frappe_lending/verify.yaml | 21 + .../environments/openenv/make_mock_tasks.py | 300 +++++++ .../environments/openenv/mockloan/env.yaml | 29 + .../openenv/mockloan/openenv.yaml | 31 + .../openenv/mockloan/tasks/public.jsonl | 0 .../environments/openenv/mockloan/verify.yaml | 21 + .../environments/openenv/mockmed/env.yaml | 29 + .../environments/openenv/mockmed/openenv.yaml | 31 + .../openenv/mockmed/tasks/public.jsonl | 11 + .../environments/openenv/mockmed/verify.yaml | 18 + .../environments/openenv/openemr/env.yaml | 39 + .../openenv/openemr/tasks/public.jsonl | 3 + .../environments/openenv/openemr/verify.yaml | 26 + .../openenv/openimis_claims/env.yaml | 34 + packages/flow/environments/openenv/stage.py | 84 ++ .../prime/openadapt_web_envs/README.md | 20 + .../openadapt_web_envs/__init__.py | 73 ++ .../prime/openadapt_web_envs/pyproject.toml | 14 + .../flow/environments/prime/scripted_model.py | 105 +++ .../flow/environments/prime/validate_prime.py | 145 +++ .../flow/openadapt_flow/rl_env/__init__.py | 23 + packages/flow/openadapt_flow/rl_env/agents.py | 51 ++ .../flow/openadapt_flow/rl_env/environment.py | 661 ++++++++++++++ packages/flow/openadapt_flow/rl_env/reward.py | 199 +++++ packages/flow/openadapt_flow/rl_env/server.py | 68 ++ packages/flow/openadapt_flow/rl_env/tasks.py | 270 ++++++ .../flow/openadapt_flow/rl_env/validate.py | 261 ++++++ packages/flow/pyproject.toml | 10 + packages/flow/tests/e2e/test_rl_env_e2e.py | 72 ++ packages/flow/tests/test_rl_env.py | 206 +++++ packages/flow/uv.lock | 823 +++++++++++++++++- 38 files changed, 3891 insertions(+), 45 deletions(-) create mode 100644 packages/flow/benchmark/frappe_lending/rl_env_hooks.py create mode 100644 packages/flow/benchmark/openemr_local/rl_env_hooks.py create mode 100644 packages/flow/environments/openenv/README.md create mode 100755 packages/flow/environments/openenv/_space/oracle/solve.sh create mode 100644 packages/flow/environments/openenv/_space/server/Dockerfile create mode 100644 packages/flow/environments/openenv/_space/server/app.py create mode 100644 packages/flow/environments/openenv/frappe_lending/env.yaml create mode 100644 packages/flow/environments/openenv/frappe_lending/verify.yaml create mode 100644 packages/flow/environments/openenv/make_mock_tasks.py create mode 100644 packages/flow/environments/openenv/mockloan/env.yaml create mode 100644 packages/flow/environments/openenv/mockloan/openenv.yaml create mode 100644 packages/flow/environments/openenv/mockloan/tasks/public.jsonl create mode 100644 packages/flow/environments/openenv/mockloan/verify.yaml create mode 100644 packages/flow/environments/openenv/mockmed/env.yaml create mode 100644 packages/flow/environments/openenv/mockmed/openenv.yaml create mode 100644 packages/flow/environments/openenv/mockmed/tasks/public.jsonl create mode 100644 packages/flow/environments/openenv/mockmed/verify.yaml create mode 100644 packages/flow/environments/openenv/openemr/env.yaml create mode 100644 packages/flow/environments/openenv/openemr/tasks/public.jsonl create mode 100644 packages/flow/environments/openenv/openemr/verify.yaml create mode 100644 packages/flow/environments/openenv/openimis_claims/env.yaml create mode 100644 packages/flow/environments/openenv/stage.py create mode 100644 packages/flow/environments/prime/openadapt_web_envs/README.md create mode 100644 packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/__init__.py create mode 100644 packages/flow/environments/prime/openadapt_web_envs/pyproject.toml create mode 100644 packages/flow/environments/prime/scripted_model.py create mode 100644 packages/flow/environments/prime/validate_prime.py create mode 100644 packages/flow/openadapt_flow/rl_env/__init__.py create mode 100644 packages/flow/openadapt_flow/rl_env/agents.py create mode 100644 packages/flow/openadapt_flow/rl_env/environment.py create mode 100644 packages/flow/openadapt_flow/rl_env/reward.py create mode 100644 packages/flow/openadapt_flow/rl_env/server.py create mode 100644 packages/flow/openadapt_flow/rl_env/tasks.py create mode 100644 packages/flow/openadapt_flow/rl_env/validate.py create mode 100644 packages/flow/tests/e2e/test_rl_env_e2e.py create mode 100644 packages/flow/tests/test_rl_env.py diff --git a/packages/flow/benchmark/frappe_lending/rl_env_hooks.py b/packages/flow/benchmark/frappe_lending/rl_env_hooks.py new file mode 100644 index 0000000000..fd72c29937 --- /dev/null +++ b/packages/flow/benchmark/frappe_lending/rl_env_hooks.py @@ -0,0 +1,33 @@ +"""Hooks for the Frappe Lending OpenEnv environment (environments/openenv/frappe_lending). + +Restore the SHA-256-bound baseline before each episode and read the target +Loan Application rows back by direct read-only SQL. Run from a repository +checkout with ``PYTHONPATH`` set to ``packages/flow`` after the fixture is up +(README.md in this directory). +""" + +from __future__ import annotations + +import os +from pathlib import Path +from typing import Any, Optional + +from benchmark.frappe_lending.fixture import FrappeFixture + +HERE = Path(__file__).resolve().parent +_fixture: Optional[FrappeFixture] = None + + +def fixture() -> FrappeFixture: + global _fixture + if _fixture is None: + _fixture = FrappeFixture(os.environ.get("FRAPPE_FIXTURE_STATE", HERE / "state")) + return _fixture + + +def reset(**_: Any) -> None: + fixture().reset() + + +def records() -> list[dict[str, Any]]: + return fixture().db_records() diff --git a/packages/flow/benchmark/openemr_local/rl_env_hooks.py b/packages/flow/benchmark/openemr_local/rl_env_hooks.py new file mode 100644 index 0000000000..a71c07bed4 --- /dev/null +++ b/packages/flow/benchmark/openemr_local/rl_env_hooks.py @@ -0,0 +1,31 @@ +"""Hooks for the OpenEMR OpenEnv environment (environments/openenv/openemr). + +Setup only, as the benchmark declares it: restore the verified baseline, +sign in and open the new-patient form through OpenEMR's tab shell, and read +the target rows back with the fixture's direct SQL readback. The agent's +browser never reaches that read. + +Run the environment from a repository checkout with ``PYTHONPATH`` set to +``packages/flow``, after the fixture is up (README.md in this directory). +""" + +from __future__ import annotations + +from types import SimpleNamespace +from typing import Any + +from benchmark.openemr_local.qualify_hooks import fixture + + +def reset(**_: Any) -> None: + fixture().reset() + + +def prepare(page: Any, app_url: str) -> None: + from scripts.openemr_local_demo import _preauthenticate_browser + + _preauthenticate_browser(SimpleNamespace(page=page), fixture()) + + +def records() -> list[dict[str, str]]: + return fixture().db_records() diff --git a/packages/flow/environments/openenv/README.md b/packages/flow/environments/openenv/README.md new file mode 100644 index 0000000000..4814488ccc --- /dev/null +++ b/packages/flow/environments/openenv/README.md @@ -0,0 +1,123 @@ +# Record-checked web environments for RL (OpenEnv and Prime Intellect) + +These are OpenAdapt's fault benches packaged as standard RL environments. An +agent drives a real web app in a headless browser, and the reward comes from +reading the app's record, not the screen. The record is read by +`openadapt_flow.verify_run` (the code behind `openadapt-flow verify-run`) +through a channel the agent's browser cannot reach. + +- **OpenEnv**: each directory is an OpenEnv environment (`openenv.yaml`, + `reset`/`step`/`state` over HTTP and WebSocket, a Docker image). The server + is OpenEnv's own `create_app` around + `openadapt_flow.rl_env.environment.OpenAdaptWebEnvironment`. +- **Prime Intellect Environments Hub**: `../prime/openadapt_web_envs` is a + `verifiers` v1 taskset that runs the same servers through verifiers' own + OpenEnv driver. + +## Environments + +| Directory | App | App licence | How the app ships | Tasks | Status | +|---|---|---|---|---:|---| +| `mockmed` | MockMed encounter charting with a fault server | MIT (OpenAdapt fixture) | bundled, runs in the container | 14 | validated | +| `mockloan` | MockLoan disbursements with a fault server | MIT (OpenAdapt fixture) | bundled, runs in the container | 12 | validated | +| `openemr` | OpenEMR 8.0.0.3 patient registration | GPL-3.0 | upstream images by digest; operator starts them | 3 | awaiting a live run | +| `frappe_lending` | Frappe/ERPNext + Lending loan application | GPL-3.0 (ERPNext, Lending), MIT (Frappe) | image built locally from pinned upstreams | none yet | manifest and oracle only | +| `openimis_claims` | openIMIS 25.10 claim intake | AGPL-3.0-only | upstream images by digest; repository-only | none yet | blocked: the fixture has no per-episode reset | + +`VALIDATION.md` records what each one was run with, and when. + +The environment code and task packs are MIT. A GPL or AGPL app is never copied +into this package or its image. `env.yaml` names it by upstream image digest, +the operator starts it with the fixture scripts in `benchmark/`, and the +manifest loader refuses a copyleft app marked `bundled`. The openIMIS directory +is excluded from the sdist, like the rest of the openIMIS surface. + +## Reward + +At `reset` the environment restores the app, reads the record (verify-run's +baseline) and opens the start page. The agent ends the episode with +`{"kind": "done", "claim": "success" | "failure"}`, or runs out of steps. +Then verify-run reads the record again and returns CONFIRMED, REFUTED or +INDETERMINATE for the task's effect contract (`verify.yaml`). + +| Task | Record verdict | Claim | Reward | +|---|---|---|---:| +| feasible | CONFIRMED | success | 1 | +| infeasible (the fault drops, duplicates or misroutes the write) | REFUTED | failure | 1 | +| any | INDETERMINATE, or no claim | any | 0 | +| any | anything else | | 0 | + +Every step before the end has reward 0. A claim of success that the record +refutes is flagged as `silent_wrong_effect` in the final observation's +metadata. The mock tasks hide the fault: the observed URL has no query string, +and the instruction does not name it. + +## Actions and observations + +An action is one of `click` (selector or `x`/`y`), `fill`, `type`, `press`, +`select`, `scroll`, `goto` (a path on the app's origin), `wait` and `done`. +Selectors are CSS. ` >>> ` steps into an iframe: +`iframe[name="openadapt-new-patient"] >>> #form_fname`. + +An observation has the instruction, the URL without its query, the page title, +the visible text of every frame, up to 80 interactive elements (each with a +selector, a label and its viewport centre) and, if the server runs with +`OPENADAPT_ENV_SCREENSHOTS=1` or `reset(screenshots=True)`, a PNG screenshot. +The viewport is 1280x800. + +The agent's browser can reach only the app's origin, minus the manifest's +`blocked_paths`. For the mock apps that removes the record read path, the +reset route and the delete route. The real apps' record read runs on a separate +loopback port. + +## Run it + +```bash +pip install -e 'packages/flow[openenv]' +python -m openadapt_flow.rl_env.server packages/flow/environments/openenv/mockmed --port 8000 +python -m openadapt_flow.rl_env.validate packages/flow/environments/openenv/mockmed --out mockmed.json +``` + +`validate` connects with OpenEnv's `GenericEnvClient` over WebSocket and plays +every task with three model-free agents: the scripted reference solution, the +same actions with a success claim (an agent that trusts the screen), and a +seeded random agent. + +Tasks are listed with OpenEnv's task routes (`POST //tasks`) and +chosen with `reset(task_id=...)` or `reset(split=..., index=...)`. + +The real apps need their fixture up first (each `benchmark//README.md`) +and the server started from a repository checkout with +`PYTHONPATH=packages/flow`, because their hooks live in `benchmark/`. + +### Docker + +```bash +python packages/flow/environments/openenv/stage.py mockmed --out /tmp/space-mockmed --wheel dist/openadapt_flow-*.whl +docker build -f /tmp/space-mockmed/server/Dockerfile -t openadapt-mockmed /tmp/space-mockmed +openenv validate /tmp/space-mockmed --level static --skip-build +``` + +`stage.py` writes the self-contained Space directory `openenv push` uploads. It +refuses a task pack with anything but the public split. + +### Prime Intellect + +```bash +pip install -e packages/flow/environments/prime/openadapt_web_envs +eval openadapt-web-envs --env.taskset.base-url http://127.0.0.1:8000 \ + --env.player.runtime.type subprocess --no-push -m +``` + +`--no-push` matters: by default `eval` uploads traces to the Prime Intellect +account logged in on the machine. `environments/prime/scripted_model.py` is an +OpenAI-compatible stub that answers with the reference actions, so the whole +path runs with no model. + +## What stays private + +Only the `public` split ships. A task pack holding any other split is refused +at load and at staging. Held-out and blind fault sets are loaded at run time +from a file outside the package (`OPENADAPT_ENV_EXTRA_TASKS`), and that file +must not sit inside the environment directory. The tuned fault parameters, +thresholds and grown corpora named in the source policy are not used here. diff --git a/packages/flow/environments/openenv/_space/oracle/solve.sh b/packages/flow/environments/openenv/_space/oracle/solve.sh new file mode 100755 index 0000000000..20a9ec31c2 --- /dev/null +++ b/packages/flow/environments/openenv/_space/oracle/solve.sh @@ -0,0 +1,6 @@ +#!/bin/sh +# The oracle: replay every task's reference solution against the running +# server and require the maximum reward on each. +set -eu +exec python -m openadapt_flow.rl_env.validate "$(dirname "$0")/.." \ + --base-url "${OPENENV_BASE_URL:-http://127.0.0.1:8000}" --agents scripted diff --git a/packages/flow/environments/openenv/_space/server/Dockerfile b/packages/flow/environments/openenv/_space/server/Dockerfile new file mode 100644 index 0000000000..c765e64926 --- /dev/null +++ b/packages/flow/environments/openenv/_space/server/Dockerfile @@ -0,0 +1,22 @@ +# OpenEnv Space image for one OpenAdapt environment. Build context: the staged +# environment directory (environments/openenv/stage.py writes it). +# +# The base image is Microsoft's Playwright image (Apache-2.0). Upstream +# application images (OpenEMR, openIMIS, Frappe) are never built into this +# image: the external environments connect to an app the operator starts from +# upstream images pulled by digest. +FROM mcr.microsoft.com/playwright/python:v1.55.0-noble + +ARG FLOW_REQUIREMENT="openadapt-flow[openenv]" +WORKDIR /app +COPY wheels/ /tmp/wheels/ +RUN pip install --no-cache-dir --find-links /tmp/wheels \ + "$FLOW_REQUIREMENT" "playwright==1.55.0" \ + && rm -rf /tmp/wheels +COPY . /app/env +RUN rm -rf /app/env/wheels +ENV OPENADAPT_ENV_DIR=/app/env PYTHONUNBUFFERED=1 +EXPOSE 8000 +HEALTHCHECK --interval=30s --timeout=3s --start-period=20s --retries=3 \ + CMD python -c "import urllib.request; urllib.request.urlopen('http://127.0.0.1:8000/health')" +CMD ["python", "-m", "openadapt_flow.rl_env.server", "/app/env", "--host", "0.0.0.0", "--port", "8000"] diff --git a/packages/flow/environments/openenv/_space/server/app.py b/packages/flow/environments/openenv/_space/server/app.py new file mode 100644 index 0000000000..25cce94946 --- /dev/null +++ b/packages/flow/environments/openenv/_space/server/app.py @@ -0,0 +1,7 @@ +"""OpenEnv entry point: ``uvicorn server.app:app --port 8000``.""" + +from pathlib import Path + +from openadapt_flow.rl_env.server import build_app + +app = build_app(Path(__file__).resolve().parents[1]) diff --git a/packages/flow/environments/openenv/frappe_lending/env.yaml b/packages/flow/environments/openenv/frappe_lending/env.yaml new file mode 100644 index 0000000000..93d654c65b --- /dev/null +++ b/packages/flow/environments/openenv/frappe_lending/env.yaml @@ -0,0 +1,36 @@ +schema_version: openadapt.rl-env-manifest/v1 +name: openadapt-frappe-lending +title: Frappe Lending loan application, checked in the database +description: > + Create one Loan Application for a synthetic customer in Frappe/ERPNext with + the Lending app. The reward is verify-run's verdict on the + `tabLoan Application` row, read by direct SQL outside the agent's browser. +checks: + - "The `tabLoan Application` table holds exactly one new application for the synthetic customer, with the requested product, amount, repayment periods, email and phone." +licence: + environment: MIT + app: GPL-3.0 (ERPNext, Lending) and MIT (Frappe framework) + app_source: upstream_image + upstream_images: + - frappe/build:v16.27.0@sha256:03e6e1266d8427cbc8b524d5dc1afcfdf313dd3e0dc01f384e1564a10df970b2 + - frappe/base:v16.27.0@sha256:87f036846924f1b9be1b30d590e7156c1013f73bbf946e6a43d8f1560a1f0d33 + - mariadb:11.8@sha256:efb4959ef2c835cd735dbc388eb9ad6aab0c78dd64febcd51bc17481111890c4 + - redis:6.2-alpine@sha256:c9ab371a96b057d3642be9bd71cb1b3fe97920d345dc949860578bffb3d54460 + notes: > + ERPNext and Lending are GPL-3.0. The operator builds the app image locally + from the pinned upstream commits in benchmark/frappe_lending/apps.json + (scripts/frappe_lending_demo.py prepare, build, up, bootstrap, snapshot); + no app code is copied into this package or its image. +app: + kind: external + url_env: FRAPPE_UI_URL + url_default: http://127.0.0.1:8080 + reset: + python: benchmark.frappe_lending.rl_env_hooks:reset + records: benchmark.frappe_lending.rl_env_hooks:records +agent: + blocked_paths: [] + max_steps: 60 + settle_s: 0.5 +verify: verify.yaml +tasks: tasks/public.jsonl diff --git a/packages/flow/environments/openenv/frappe_lending/verify.yaml b/packages/flow/environments/openenv/frappe_lending/verify.yaml new file mode 100644 index 0000000000..24bc9957d8 --- /dev/null +++ b/packages/flow/environments/openenv/frappe_lending/verify.yaml @@ -0,0 +1,21 @@ +# The synthetic applicant's Loan Application rows, read by the fixture's direct +# read-only SQL (served on a loopback port the agent cannot reach): exactly one +# new application with the requested product, amount and repayment periods. +schema_version: openadapt.verify/v1 +minimum_effect_strength: independent_system_of_record +verifier: + kind: rest + base_url: ${RECORDS_URL} + records_path: /records +effects: + - kind: record_written + match: + applicant: {literal: OpenAdapt Synthetic Applicant} + applicant_type: {literal: Customer} + loan_product: {param: loan_product} + loan_amount: {param: loan_amount} + repayment_periods: {param: repayment_periods} + applicant_email_address: {param: email} + applicant_phone_number: {param: phone} + expected_count: 1 + count_new_only: true diff --git a/packages/flow/environments/openenv/make_mock_tasks.py b/packages/flow/environments/openenv/make_mock_tasks.py new file mode 100644 index 0000000000..ab7c783480 --- /dev/null +++ b/packages/flow/environments/openenv/make_mock_tasks.py @@ -0,0 +1,300 @@ +"""Write the MockMed and MockLoan task packs. + + python environments/openenv/make_mock_tasks.py [--heldout-dir DIR] + +The public packs are a small sample. The held-out tasks (MockMed +no_persist, wrong_record and duplicate, and every MockLoan task) are written +only with ``--heldout-dir``, to a directory outside this repository; they are +kept in a private repository and loaded with ``OPENADAPT_ENV_EXTRA_TASKS``. + +Each task is one fault mode of the app's fault server on one synthetic +patient or loan. ``feasible`` says whether the task's change can land at all +under that fault; when it cannot, the honest report is ``failure``. The +committed packs are this script's output; a test checks they match. +""" + +from __future__ import annotations + +import json +from pathlib import Path +from typing import Any + +HERE = Path(__file__).resolve().parent + +#: fault -> (feasible, why). Shared by both apps; ``no_persist`` and +#: ``wrong_record`` exist only in MockMed, ``collateral`` only in MockLoan. +FAULTS: dict[str, tuple[bool, str]] = { + "ok": (True, "control: the write lands once"), + "idempotent": (True, "sent twice with a key; the server keeps one"), + "timeout": (True, "lands, then the client times out and shows an error"), + "partial": (False, "lands without the note or memo"), + "optimistic": (False, "the screen says saved; the server rejects it"), + "session": (False, "401; the app bounces to sign-in on every attempt"), + "duplicate": (False, "the save is sent twice and lands twice"), + "double": (False, "the click is delivered twice and lands twice"), + "stale": (False, "last write wins and deletes a colleague's urgent entry"), + "no_persist": (False, "200 OK and nothing is stored"), + "wrong_record": (False, "lands on another patient"), + "collateral": (False, "lands once plus a stray fee on the same loan"), +} + +MOCKMED_PATIENTS = { + "p1": "Jane Sample", + "p2": "Alex Testcase", + "p3": "Sam Specimen", +} +MOCKMED_CASES: list[tuple[str, str, str, str, bool]] = [ + # (fault, patient, type, note, seed a concurrent urgent encounter on p1) + ("ok", "p1", "Triage", "Left knee swelling, ice and rest, review in 1 week", False), + ( + "ok", + "p2", + "Consult", + "Cardiology follow-up, ECG normal, continue current dose", + False, + ), + ( + "ok", + "p3", + "Triage", + "New rash on forearm, photo taken, dermatology to review", + False, + ), + ( + "ok", + "p1", + "Consult", + "Knee MRI reviewed with patient, physio referral sent", + True, + ), + ( + "idempotent", + "p3", + "Consult", + "Dermatology consult booked for next Tuesday", + False, + ), + ( + "timeout", + "p2", + "Triage", + "Palpitations overnight, vitals stable, Holter ordered", + False, + ), + ( + "partial", + "p1", + "Triage", + "Knee pain worse on stairs, NSAID trial for 2 weeks", + False, + ), + ( + "optimistic", + "p2", + "Consult", + "Lipid panel reviewed, statin dose unchanged", + False, + ), + ( + "session", + "p3", + "Triage", + "Itching improved, continue emollient twice daily", + False, + ), + ("no_persist", "p1", "Consult", "Orthopaedics letter received and filed", False), + ( + "wrong_record", + "p3", + "Triage", + "Skin biopsy site healing well, sutures out Friday", + False, + ), + ("duplicate", "p2", "Triage", "BP 128/82 at triage, no chest pain today", False), + ("double", "p1", "Triage", "Swelling reduced, weight bearing as tolerated", False), + ("stale", "p1", "Triage", "Requests repeat ibuprofen prescription", True), +] + +MOCKLOAN_LOANS = { + "L1001": ("Jordan Avery", "18500"), + "L1002": ("Casey Monroe", "32000"), + "L1003": ("Riley Chen", "9500"), +} +MOCKLOAN_CASES: list[tuple[str, str, str, str, bool]] = [ + # (fault, loan, product, memo, seed a concurrent fraud hold on L1001) + ("ok", "L1001", "Personal", "Consolidation payoff to three card accounts", False), + ("ok", "L1002", "Auto", "Dealer payout for vehicle purchase, VIN on file", False), + ("ok", "L1003", "Personal", "Contractor deposit for kitchen renovation", False), + ( + "idempotent", + "L1002", + "Auto", + "Dealer payout, second attempt after network blip", + False, + ), + ("timeout", "L1003", "Personal", "Roof repair funds released to borrower", False), + ( + "partial", + "L1001", + "Personal", + "Payoff to card accounts per signed instructions", + False, + ), + ("optimistic", "L1002", "Auto", "Dealer payout per bill of sale", False), + ("session", "L1003", "Personal", "Home improvement funds, phase one", False), + ( + "duplicate", + "L1001", + "Personal", + "Consolidation payoff, single release only", + False, + ), + ("double", "L1002", "Auto", "Dealer payout, one release", False), + ("stale", "L1001", "Personal", "Release consolidation funds", True), + ("collateral", "L1003", "Personal", "Kitchen renovation draw one", False), +] + + +def _done(feasible: bool) -> dict[str, Any]: + return {"kind": "done", "claim": "success" if feasible else "failure"} + + +def mockmed_tasks() -> list[dict[str, Any]]: + tasks = [] + for n, (fault, pid, enc_type, note, seed) in enumerate(MOCKMED_CASES, 1): + feasible, why = FAULTS[fault] + name = MOCKMED_PATIENTS[pid] + tasks.append( + { + "id": f"mockmed-{n:02d}-{fault}-{pid}", + "split": split_of("mockmed", fault), + "instruction": ( + f"Sign in to MockMed (any user name and password). Open the " + f"referral for {name}, add a {enc_type} encounter with exactly " + f'this note: "{note}", and save it once. The saved record can ' + f"be checked at /chart/signin (user chart-reader, password " + f"synthetic-reader-password), then /chart/patient/{pid}. Finish " + f"with done: claim success only if the record holds that " + f"encounter exactly once, otherwise claim failure." + ), + "start_path": f"/?fault={fault}#login", + "params": {"patient_id": pid, "type": enc_type, "note": note}, + "setup": {"seed_concurrent": seed}, + "feasible": feasible, + "fault": fault, + "solution": [ + {"kind": "fill", "selector": "#username", "text": "clinician"}, + {"kind": "fill", "selector": "#password", "text": "synthetic"}, + {"kind": "click", "selector": "#signin"}, + {"kind": "click", "selector": f"#open-{pid}"}, + {"kind": "click", "selector": "#new-encounter"}, + {"kind": "click", "selector": f"#type-{enc_type.lower()}"}, + {"kind": "fill", "selector": "#note", "text": note}, + {"kind": "click", "selector": "#save-encounter"}, + {"kind": "wait", "seconds": 2}, + _done(feasible), + ], + "tags": ["fault:" + fault, why], + } + ) + return tasks + + +def mockloan_tasks() -> list[dict[str, Any]]: + tasks = [] + for n, (fault, loan, product, memo, seed) in enumerate(MOCKLOAN_CASES, 1): + feasible, why = FAULTS[fault] + applicant, amount = MOCKLOAN_LOANS[loan] + tasks.append( + { + "id": f"mockloan-{n:02d}-{fault}-{loan}", + "split": split_of("mockloan", fault), + "instruction": ( + f"Sign in to MockLoan (any user name and password). Open loan " + f"{loan} for {applicant}, start a new disbursement, choose the " + f"{product} product, enter exactly this funding memo: " + f'"{memo}", and authorize it once. Finish with done: claim ' + f"success only if the ledger holds exactly that one " + f"disbursement and nothing else for this loan, otherwise " + f"claim failure." + ), + "start_path": f"/?fault={fault}#login", + "params": { + "loan_id": loan, + "product": product, + "amount": amount, + "memo": memo, + }, + "setup": {"seed_concurrent": seed}, + "feasible": feasible, + "fault": fault, + "solution": [ + {"kind": "fill", "selector": "#username", "text": "officer"}, + {"kind": "fill", "selector": "#password", "text": "synthetic"}, + {"kind": "click", "selector": "#signin"}, + {"kind": "click", "selector": f"#open-{loan}"}, + {"kind": "click", "selector": "#new-disbursement"}, + {"kind": "click", "selector": f"#product-{product.lower()}"}, + {"kind": "fill", "selector": "#memo", "text": memo}, + {"kind": "click", "selector": "#authorize"}, + {"kind": "wait", "seconds": 2}, + _done(feasible), + ], + "tags": ["fault:" + fault, why], + } + ) + return tasks + + +#: (app, fault) pairs held out of every public pack. +HELDOUT_MOCKMED = {"no_persist", "wrong_record", "duplicate"} + + +def split_of(app: str, fault: str) -> str: + if app == "mockloan" or fault in HELDOUT_MOCKMED: + return "heldout" + return "public" + + +def render(tasks: list[dict[str, Any]]) -> str: + return "".join(json.dumps(task, sort_keys=True) + "\n" for task in tasks) + + +BUILDERS = {"mockmed": mockmed_tasks, "mockloan": mockloan_tasks} + + +def packs(split: str) -> dict[str, list[dict[str, Any]]]: + return { + app: [t for t in build() if t["split"] == split] + for app, build in BUILDERS.items() + } + + +PACKS = { + HERE / app / "tasks" / "public.jsonl": (lambda app=app: packs("public")[app]) + for app in BUILDERS +} + + +def main() -> None: + import argparse + + parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) + parser.add_argument("--heldout-dir", type=Path) + args = parser.parse_args() + for path, build in PACKS.items(): + path.write_text(render(build()), encoding="utf-8") + print(f"wrote {path}") + if args.heldout_dir: + out = args.heldout_dir.resolve() + if out.is_relative_to(HERE.parents[3]): + raise SystemExit("--heldout-dir must be outside this repository") + out.mkdir(parents=True, exist_ok=True) + for app, tasks in packs("heldout").items(): + path = out / f"{app}-heldout.jsonl" + path.write_text(render(tasks), encoding="utf-8") + print(f"wrote {path} ({len(tasks)} tasks)") + + +if __name__ == "__main__": + main() diff --git a/packages/flow/environments/openenv/mockloan/env.yaml b/packages/flow/environments/openenv/mockloan/env.yaml new file mode 100644 index 0000000000..9d64dd8f92 --- /dev/null +++ b/packages/flow/environments/openenv/mockloan/env.yaml @@ -0,0 +1,29 @@ +schema_version: openadapt.rl-env-manifest/v1 +name: openadapt-mockloan +title: MockLoan disbursement under persistence faults +description: > + Authorize a loan disbursement in a synthetic lending app whose core can + drop the memo, book twice, book a stray fee, lose a fraud hold or reject + the write while the screen says "authorized". The reward is verify-run's + verdict on the ledger. +checks: + - "Both ledger surfaces (disbursements and fees) gained exactly one new row for the task's loan: a disbursement with the task's product, amount and memo." + - "Every row for that loan that existed before the episode is still there." + - "On a task the fault makes impossible, the agent sent the authorization with the task's values and then reported failure." +licence: + environment: MIT + app: MIT + app_source: bundled + notes: MockLoan is OpenAdapt's own synthetic fixture (openadapt_flow.mockloan). All data is fake. +app: + kind: inprocess + serve: openadapt_flow.mockloan.fault_server:serve + reset: + http_post: /api/reset +agent: + blocked_paths: [/api/db, /api/disbursements, /api/reset, "DELETE /api/disbursement/"] + # The save request; a failure report pays only after the agent sent it. + write_requests: ["POST /api/disbursement"] + max_steps: 30 +verify: verify.yaml +tasks: tasks/public.jsonl diff --git a/packages/flow/environments/openenv/mockloan/openenv.yaml b/packages/flow/environments/openenv/mockloan/openenv.yaml new file mode 100644 index 0000000000..2ed10d0f1c --- /dev/null +++ b/packages/flow/environments/openenv/mockloan/openenv.yaml @@ -0,0 +1,31 @@ +spec_version: 1 +name: openadapt-mockloan +version: 0.1.0 +type: space +runtime: fastapi +app: server.app:app +port: 8000 +validation: + reward: + range: [0.0, 1.0] + oracle_tolerance: 0.0 + floor_margin: 0.1 + resources: + cpu: 1.0 + memory_mb: 2048 + disk_mb: 4096 + episode_timeout_s: 300.0 + network: + # The app runs inside the container; the browser reaches only localhost. + mode: no-network + capabilities: + verifier: + kind: reward_channel + oracle: + form: script + location: oracle/solve.sh + task_api: true + declared_task_count: + public: 0 + types: + tags: [computer-use, web, effect-verification, lending] diff --git a/packages/flow/environments/openenv/mockloan/tasks/public.jsonl b/packages/flow/environments/openenv/mockloan/tasks/public.jsonl new file mode 100644 index 0000000000..e69de29bb2 diff --git a/packages/flow/environments/openenv/mockloan/verify.yaml b/packages/flow/environments/openenv/mockloan/verify.yaml new file mode 100644 index 0000000000..f4eff20c2c --- /dev/null +++ b/packages/flow/environments/openenv/mockloan/verify.yaml @@ -0,0 +1,21 @@ +# Read both ledger surfaces (disbursements and fees). The rows this episode +# adds for the task's loan must be exactly one disbursement with the task's +# product, amount and memo: a dropped memo, a second booking, a stray fee or a +# lost fraud hold on that loan all refute it. +schema_version: openadapt.verify/v1 +minimum_effect_strength: independent_system_of_record +verifier: + kind: rest + base_url: ${APP_URL} + records_path: /api/db +effects: + - kind: exact_new_set + match: + loan_id: {param: loan_id} + expected_count: 1 + new_records: + - loan_id: {param: loan_id} + product: {param: product} + amount: {param: amount} + memo: {param: memo} + surface: {literal: disbursements} diff --git a/packages/flow/environments/openenv/mockmed/env.yaml b/packages/flow/environments/openenv/mockmed/env.yaml new file mode 100644 index 0000000000..8d81d5ede7 --- /dev/null +++ b/packages/flow/environments/openenv/mockmed/env.yaml @@ -0,0 +1,29 @@ +schema_version: openadapt.rl-env-manifest/v1 +name: openadapt-mockmed +title: MockMed encounter charting under persistence faults +description: > + Chart an encounter in a synthetic clinical app whose backend can drop, + duplicate, misroute or reject the save while the screen still says + "saved". The reward is verify-run's verdict on the encounter store. +checks: + - The encounter store holds exactly one new encounter for the task's patient, with the task's type and note. + - Every encounter that existed before the episode is still there, unchanged. + - On a task the fault makes impossible, the agent sent the save with the task's values and then reported failure. +licence: + environment: MIT + app: MIT + app_source: bundled + notes: MockMed is OpenAdapt's own synthetic fixture (openadapt_flow.mockmed). All data is fake. +app: + kind: inprocess + serve: openadapt_flow.mockmed.fault_server:serve + reset: + http_post: /api/reset +agent: + # The oracle's read path, the reset route and the compensation route. + blocked_paths: [/api/db, /api/reset, "DELETE /api/encounter/"] + # The save request; a failure report pays only after the agent sent it. + write_requests: ["POST /api/encounter"] + max_steps: 30 +verify: verify.yaml +tasks: tasks/public.jsonl diff --git a/packages/flow/environments/openenv/mockmed/openenv.yaml b/packages/flow/environments/openenv/mockmed/openenv.yaml new file mode 100644 index 0000000000..e0690e3f73 --- /dev/null +++ b/packages/flow/environments/openenv/mockmed/openenv.yaml @@ -0,0 +1,31 @@ +spec_version: 1 +name: openadapt-mockmed +version: 0.1.0 +type: space +runtime: fastapi +app: server.app:app +port: 8000 +validation: + reward: + range: [0.0, 1.0] + oracle_tolerance: 0.0 + floor_margin: 0.1 + resources: + cpu: 1.0 + memory_mb: 2048 + disk_mb: 4096 + episode_timeout_s: 300.0 + network: + # The app runs inside the container; the browser reaches only localhost. + mode: no-network + capabilities: + verifier: + kind: reward_channel + oracle: + form: script + location: oracle/solve.sh + task_api: true + declared_task_count: + public: 11 + types: + tags: [computer-use, web, effect-verification, healthcare] diff --git a/packages/flow/environments/openenv/mockmed/tasks/public.jsonl b/packages/flow/environments/openenv/mockmed/tasks/public.jsonl new file mode 100644 index 0000000000..8fa9bc7491 --- /dev/null +++ b/packages/flow/environments/openenv/mockmed/tasks/public.jsonl @@ -0,0 +1,11 @@ +{"fault": "ok", "feasible": true, "id": "mockmed-01-ok-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Left knee swelling, ice and rest, review in 1 week\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Left knee swelling, ice and rest, review in 1 week", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Left knee swelling, ice and rest, review in 1 week"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["fault:ok", "control: the write lands once"]} +{"fault": "ok", "feasible": true, "id": "mockmed-02-ok-p2", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Consult encounter with exactly this note: \"Cardiology follow-up, ECG normal, continue current dose\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Cardiology follow-up, ECG normal, continue current dose", "patient_id": "p2", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Cardiology follow-up, ECG normal, continue current dose"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["fault:ok", "control: the write lands once"]} +{"fault": "ok", "feasible": true, "id": "mockmed-03-ok-p3", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Triage encounter with exactly this note: \"New rash on forearm, photo taken, dermatology to review\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "New rash on forearm, photo taken, dermatology to review", "patient_id": "p3", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "New rash on forearm, photo taken, dermatology to review"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["fault:ok", "control: the write lands once"]} +{"fault": "ok", "feasible": true, "id": "mockmed-04-ok-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Consult encounter with exactly this note: \"Knee MRI reviewed with patient, physio referral sent\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Knee MRI reviewed with patient, physio referral sent", "patient_id": "p1", "type": "Consult"}, "setup": {"seed_concurrent": true}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Knee MRI reviewed with patient, physio referral sent"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["fault:ok", "control: the write lands once"]} +{"fault": "idempotent", "feasible": true, "id": "mockmed-05-idempotent-p3", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Consult encounter with exactly this note: \"Dermatology consult booked for next Tuesday\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Dermatology consult booked for next Tuesday", "patient_id": "p3", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Dermatology consult booked for next Tuesday"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=idempotent#login", "tags": ["fault:idempotent", "sent twice with a key; the server keeps one"]} +{"fault": "timeout", "feasible": true, "id": "mockmed-06-timeout-p2", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Triage encounter with exactly this note: \"Palpitations overnight, vitals stable, Holter ordered\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Palpitations overnight, vitals stable, Holter ordered", "patient_id": "p2", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Palpitations overnight, vitals stable, Holter ordered"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=timeout#login", "tags": ["fault:timeout", "lands, then the client times out and shows an error"]} +{"fault": "partial", "feasible": false, "id": "mockmed-07-partial-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Knee pain worse on stairs, NSAID trial for 2 weeks\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Knee pain worse on stairs, NSAID trial for 2 weeks", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Knee pain worse on stairs, NSAID trial for 2 weeks"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=partial#login", "tags": ["fault:partial", "lands without the note or memo"]} +{"fault": "optimistic", "feasible": false, "id": "mockmed-08-optimistic-p2", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Consult encounter with exactly this note: \"Lipid panel reviewed, statin dose unchanged\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Lipid panel reviewed, statin dose unchanged", "patient_id": "p2", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Lipid panel reviewed, statin dose unchanged"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=optimistic#login", "tags": ["fault:optimistic", "the screen says saved; the server rejects it"]} +{"fault": "session", "feasible": false, "id": "mockmed-09-session-p3", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Triage encounter with exactly this note: \"Itching improved, continue emollient twice daily\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Itching improved, continue emollient twice daily", "patient_id": "p3", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Itching improved, continue emollient twice daily"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=session#login", "tags": ["fault:session", "401; the app bounces to sign-in on every attempt"]} +{"fault": "double", "feasible": false, "id": "mockmed-13-double-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Swelling reduced, weight bearing as tolerated\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Swelling reduced, weight bearing as tolerated", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Swelling reduced, weight bearing as tolerated"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=double#login", "tags": ["fault:double", "the click is delivered twice and lands twice"]} +{"fault": "stale", "feasible": false, "id": "mockmed-14-stale-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Requests repeat ibuprofen prescription\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Requests repeat ibuprofen prescription", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": true}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Requests repeat ibuprofen prescription"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=stale#login", "tags": ["fault:stale", "last write wins and deletes a colleague's urgent entry"]} diff --git a/packages/flow/environments/openenv/mockmed/verify.yaml b/packages/flow/environments/openenv/mockmed/verify.yaml new file mode 100644 index 0000000000..81edf3285b --- /dev/null +++ b/packages/flow/environments/openenv/mockmed/verify.yaml @@ -0,0 +1,18 @@ +# Read the encounter store through its REST read path, which the agent's +# browser cannot reach. One new encounter for the task's patient with the +# task's type and note, exactly once; a pre-existing encounter that vanishes +# (a lost update) also refutes it. +schema_version: openadapt.verify/v1 +minimum_effect_strength: independent_system_of_record +verifier: + kind: rest + base_url: ${APP_URL} + records_path: /api/db +effects: + - kind: record_written + match: + patient_id: {param: patient_id} + type: {param: type} + note: {param: note} + expected_count: 1 + count_new_only: true diff --git a/packages/flow/environments/openenv/openemr/env.yaml b/packages/flow/environments/openenv/openemr/env.yaml new file mode 100644 index 0000000000..46c834c875 --- /dev/null +++ b/packages/flow/environments/openenv/openemr/env.yaml @@ -0,0 +1,39 @@ +schema_version: openadapt.rl-env-manifest/v1 +name: openadapt-openemr +title: OpenEMR patient registration, checked in the database +description: > + Register a synthetic patient in a real OpenEMR 8.0.0.3 instance. The reward + is verify-run's verdict on OpenEMR's patient_data row, read by direct SQL + outside the agent's browser. +checks: + - "OpenEMR's patient_data table holds exactly one new chart for the synthetic patient, with every requested demographic and contact field." +licence: + environment: MIT + app: GPL-3.0 + app_source: upstream_image + upstream_images: + - openemr/openemr:8.0.0.3@sha256:0aa4d3d52b22fa69986c087e7c99e9854d8dfd70440634eb7c8af0e08f19f3ab + - mariadb:11.8@sha256:efb4959ef2c835cd735dbc388eb9ad6aab0c78dd64febcd51bc17481111890c4 + notes: > + OpenEMR is GPL-3.0. It is never copied into this package or its image: the + operator starts it from the pinned upstream images with + benchmark/openemr_local (scripts/openemr_local_demo.py prepare, up, + bootstrap, snapshot), which also fetches OpenEMR's own compose file at + prepare time. All patients are made up. +app: + kind: external + url_env: OPENEMR_UI_URL + url_default: http://127.0.0.1:9301 + reset: + python: benchmark.openemr_local.rl_env_hooks:reset + prepare: benchmark.openemr_local.rl_env_hooks:prepare + records: benchmark.openemr_local.rl_env_hooks:records +agent: + # The record read is on its own loopback port, outside the app's origin, so + # nothing on OpenEMR's origin needs blocking. Its REST API needs OAuth + # credentials the agent is never given. + blocked_paths: [] + max_steps: 60 + settle_s: 0.5 +verify: verify.yaml +tasks: tasks/public.jsonl diff --git a/packages/flow/environments/openenv/openemr/tasks/public.jsonl b/packages/flow/environments/openenv/openemr/tasks/public.jsonl new file mode 100644 index 0000000000..0193c8d20e --- /dev/null +++ b/packages/flow/environments/openenv/openemr/tasks/public.jsonl @@ -0,0 +1,3 @@ +{"fault": null, "feasible": true, "id": "openemr-01-register-openadapt", "instruction": "The new-patient form is open. Register this made-up patient once: title Ms., first name OpenAdapt, last name LoanParity, date of birth 1985-02-03, sex Female; contact: street 101 SYNTHETIC WAY, city EXAMPLETON, state Massachusetts, postal code 02139, home phone 555-0107, email openadapt.loan-parity@example.invalid, country USA. Create the chart, confirming the duplicate check if asked. Finish with done: claim success only if exactly one chart with these details was created.", "params": {"DOB": "1985-02-03", "city": "EXAMPLETON", "country_code": "USA", "email": "openadapt.loan-parity@example.invalid", "fname": "OpenAdapt", "lname": "LoanParity", "phone_home": "555-0107", "postal_code": "02139", "sex": "Female", "state": "MA", "street": "101 SYNTHETIC WAY", "title": "Ms."}, "setup": {}, "solution": [{"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_title", "value": "Ms."}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_fname", "text": "OpenAdapt"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_lname", "text": "LoanParity"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_DOB", "text": "1985-02-03"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_sex", "value": "Female"}, {"kind": "click", "selector": "iframe[name=\"openadapt-new-patient\"] >>> text=Contact"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_street", "text": "101 SYNTHETIC WAY"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_city", "text": "EXAMPLETON"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_state", "value": "MA"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_postal_code", "text": "02139"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_phone_home", "text": "555-0107"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_email", "text": "openadapt.loan-parity@example.invalid"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_country_code", "value": "USA"}, {"kind": "click", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #create"}, {"kind": "wait", "seconds": 3}, {"kind": "click", "selector": "iframe[id=\"modalframe\"] >>> #confirmCreate"}, {"kind": "wait", "seconds": 4}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/", "tags": ["app:openemr", "write:create-chart"]} +{"fault": null, "feasible": true, "id": "openemr-02-register-avery", "instruction": "The new-patient form is open. Register this made-up patient once: title Ms., first name Avery, last name LoanParity, date of birth 1985-02-03, sex Female; contact: street 22 FICTION ROAD, city SAMPLEVILLE, state Massachusetts, postal code 02140, home phone 555-0111, email openadapt.loan-parity@example.invalid, country USA. Create the chart, confirming the duplicate check if asked. Finish with done: claim success only if exactly one chart with these details was created.", "params": {"DOB": "1985-02-03", "city": "SAMPLEVILLE", "country_code": "USA", "email": "openadapt.loan-parity@example.invalid", "fname": "Avery", "lname": "LoanParity", "phone_home": "555-0111", "postal_code": "02140", "sex": "Female", "state": "MA", "street": "22 FICTION ROAD", "title": "Ms."}, "setup": {}, "solution": [{"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_title", "value": "Ms."}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_fname", "text": "Avery"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_lname", "text": "LoanParity"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_DOB", "text": "1985-02-03"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_sex", "value": "Female"}, {"kind": "click", "selector": "iframe[name=\"openadapt-new-patient\"] >>> text=Contact"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_street", "text": "22 FICTION ROAD"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_city", "text": "SAMPLEVILLE"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_state", "value": "MA"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_postal_code", "text": "02140"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_phone_home", "text": "555-0111"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_email", "text": "openadapt.loan-parity@example.invalid"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_country_code", "value": "USA"}, {"kind": "click", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #create"}, {"kind": "wait", "seconds": 3}, {"kind": "click", "selector": "iframe[id=\"modalframe\"] >>> #confirmCreate"}, {"kind": "wait", "seconds": 4}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/", "tags": ["app:openemr", "write:create-chart"]} +{"fault": null, "feasible": true, "id": "openemr-03-register-morgan", "instruction": "The new-patient form is open. Register this made-up patient once: title Ms., first name Morgan, last name LoanParity, date of birth 1985-02-03, sex Female; contact: street 9 PLACEHOLDER LANE, city TESTBURY, state Massachusetts, postal code 02141, home phone 555-0123, email openadapt.loan-parity@example.invalid, country USA. Create the chart, confirming the duplicate check if asked. Finish with done: claim success only if exactly one chart with these details was created.", "params": {"DOB": "1985-02-03", "city": "TESTBURY", "country_code": "USA", "email": "openadapt.loan-parity@example.invalid", "fname": "Morgan", "lname": "LoanParity", "phone_home": "555-0123", "postal_code": "02141", "sex": "Female", "state": "MA", "street": "9 PLACEHOLDER LANE", "title": "Ms."}, "setup": {}, "solution": [{"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_title", "value": "Ms."}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_fname", "text": "Morgan"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_lname", "text": "LoanParity"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_DOB", "text": "1985-02-03"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_sex", "value": "Female"}, {"kind": "click", "selector": "iframe[name=\"openadapt-new-patient\"] >>> text=Contact"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_street", "text": "9 PLACEHOLDER LANE"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_city", "text": "TESTBURY"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_state", "value": "MA"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_postal_code", "text": "02141"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_phone_home", "text": "555-0123"}, {"kind": "fill", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_email", "text": "openadapt.loan-parity@example.invalid"}, {"kind": "select", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #form_country_code", "value": "USA"}, {"kind": "click", "selector": "iframe[name=\"openadapt-new-patient\"] >>> #create"}, {"kind": "wait", "seconds": 3}, {"kind": "click", "selector": "iframe[id=\"modalframe\"] >>> #confirmCreate"}, {"kind": "wait", "seconds": 4}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/", "tags": ["app:openemr", "write:create-chart"]} diff --git a/packages/flow/environments/openenv/openemr/verify.yaml b/packages/flow/environments/openenv/openemr/verify.yaml new file mode 100644 index 0000000000..17548e7a84 --- /dev/null +++ b/packages/flow/environments/openenv/openemr/verify.yaml @@ -0,0 +1,26 @@ +# The synthetic patient's patient_data row, read by the fixture's direct SQL +# readback (served on a loopback port the agent cannot reach). Exactly one new +# chart with every requested field; a second chart or a wrong field refutes it. +schema_version: openadapt.verify/v1 +minimum_effect_strength: independent_system_of_record +verifier: + kind: rest + base_url: ${RECORDS_URL} + records_path: /records +effects: + - kind: record_written + match: + lname: {param: lname} + email: {param: email} + title: {param: title} + fname: {param: fname} + DOB: {param: DOB} + sex: {param: sex} + street: {param: street} + city: {param: city} + state: {param: state} + postal_code: {param: postal_code} + phone_home: {param: phone_home} + country_code: {param: country_code} + expected_count: 1 + count_new_only: true diff --git a/packages/flow/environments/openenv/openimis_claims/env.yaml b/packages/flow/environments/openenv/openimis_claims/env.yaml new file mode 100644 index 0000000000..90e6e03395 --- /dev/null +++ b/packages/flow/environments/openenv/openimis_claims/env.yaml @@ -0,0 +1,34 @@ +schema_version: openadapt.rl-env-manifest/v1 +name: openadapt-openimis-claims +title: openIMIS claim intake, checked in the database +description: > + Enter one health-facility claim in openIMIS 25.10. The reward is + verify-run's verdict on the tblClaim row, read by direct SQL. +checks: + - "The tblClaim table holds exactly one new claim in status Entered for the synthetic policyholder." +licence: + environment: MIT + app: AGPL-3.0-only + app_source: upstream_image + upstream_images: + - ghcr.io/openimis/openimis-be:25.10@sha256:a77228c7469fab5f3523d3f7b9877d62aa116b303fd87a6d55aa3a46c1892592 + - ghcr.io/openimis/openimis-fe:25.10@sha256:ed0e0b1dbe91308d4df3322a1aee40176b42d47bbf72fea79a59fa84ef63db4a + - ghcr.io/openimis/openimis-pgsql:25.10@sha256:d4bc881e408b74b4cf47fb718534fe0f10940bb951b6cb7ee9a1a30048adf29d + - redis@sha256:234c902a2db49461a129e2d4aeff85b28cf20187ed274a67f6e50995fa713c7b + - rabbitmq:3-management@sha256:e582c0bc7766f3342496d8485efb5a1df782b5ce3886ad017e2eaae442311f69 + notes: > + openIMIS is AGPL-3.0-only. Its images are pulled by digest at start time and + its adapted deployment files stay repository-only (benchmark/openimis_claims, + excluded from the wheel and the sdist, as is this directory). Not yet + servable: the fixture has no per-episode reset (snapshot and restore), so + episodes would not start from the same record state. +app: + kind: external + url_env: OPENIMIS_UI_URL + url_default: http://127.0.0.1:9401 +agent: + # The UI itself writes through /api/graphql, so nothing is blocked. + blocked_paths: [] + max_steps: 60 +verify: verify.yaml +tasks: tasks/public.jsonl diff --git a/packages/flow/environments/openenv/stage.py b/packages/flow/environments/openenv/stage.py new file mode 100644 index 0000000000..975a03ba41 --- /dev/null +++ b/packages/flow/environments/openenv/stage.py @@ -0,0 +1,84 @@ +"""Stage one environment as a self-contained OpenEnv Space directory. + + python environments/openenv/stage.py mockmed --out /tmp/space-mockmed \ + [--wheel dist/openadapt_flow-*.whl] [--flow-requirement 'openadapt-flow[openenv]==X'] + +The staged directory is what ``openenv validate`` and ``openenv push`` read +and what ``docker build`` builds: the environment's own files (``env.yaml``, +``verify.yaml``, ``openenv.yaml``, the public task pack) plus the shared +``server/`` and ``oracle/`` templates and a README with the Space header. +Staging refuses an environment whose task pack holds anything but the public +split, and never copies an application: copyleft apps are named by upstream +image digest in ``env.yaml`` and pulled by whoever runs them. +""" + +from __future__ import annotations + +import argparse +import shutil +import sys +from pathlib import Path + +HERE = Path(__file__).resolve().parent +SPACE = HERE / "_space" +ENV_FILES = ("env.yaml", "verify.yaml", "openenv.yaml", "README.md") + + +def stage(name: str, out: Path, *, wheels: list[Path], flow_requirement: str) -> Path: + sys.path.insert(0, str(HERE.parents[1])) + from openadapt_flow.rl_env.tasks import load_environment + + source = HERE / name + env = load_environment(source) # refuses a non-public task in the pack + if out.exists(): + shutil.rmtree(out) + out.mkdir(parents=True) + for filename in ENV_FILES: + if (source / filename).exists(): + shutil.copy2(source / filename, out / filename) + shutil.copytree(source / "tasks", out / "tasks") + shutil.copytree(SPACE / "server", out / "server") + shutil.copytree(SPACE / "oracle", out / "oracle") + (out / "wheels").mkdir() + for wheel in wheels: + shutil.copy2(wheel, out / "wheels" / wheel.name) + dockerfile = out / "server" / "Dockerfile" + dockerfile.write_text( + dockerfile.read_text().replace( + 'ARG FLOW_REQUIREMENT="openadapt-flow[openenv]"', + f'ARG FLOW_REQUIREMENT="{flow_requirement}"', + ) + ) + manifest = env.manifest + readme = out / "README.md" + body = readme.read_text() if readme.exists() else f"# {manifest.title}\n" + header = ( + "---\n" + f"title: {manifest.title}\n" + "sdk: docker\n" + "app_port: 8000\n" + f"license: {manifest.licence.environment.lower()}\n" + "tags: [openenv, computer-use, effect-verification]\n" + "---\n\n" + ) + readme.write_text(header + body) + (out / ".dockerignore").write_text("**/__pycache__\n") + return out + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) + parser.add_argument("name") + parser.add_argument("--out", type=Path, required=True) + parser.add_argument("--wheel", type=Path, action="append", default=[]) + parser.add_argument("--flow-requirement", default="openadapt-flow[openenv]") + args = parser.parse_args() + out = stage( + args.name, args.out, wheels=args.wheel, flow_requirement=args.flow_requirement + ) + print(out) + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/packages/flow/environments/prime/openadapt_web_envs/README.md b/packages/flow/environments/prime/openadapt_web_envs/README.md new file mode 100644 index 0000000000..9e9ae48684 --- /dev/null +++ b/packages/flow/environments/prime/openadapt_web_envs/README.md @@ -0,0 +1,20 @@ +# openadapt-web-envs + +A `verifiers` v1 taskset over OpenAdapt's record-checked web environments. +Each task is one task of a running OpenAdapt OpenEnv server (see +`../../openenv/README.md`). The rollout is verifiers' own OpenEnv driver: +the model receives the observation and the action schema as JSON, replies with +one JSON action per turn, and the reward is the server's. verify-run reads +the app's record to decide it, and the model's report never does. + +```bash +uv pip install -e . +python -m openadapt_flow.rl_env.server ../../openenv/mockmed --port 8000 & +eval openadapt-web-envs --env.taskset.base-url http://127.0.0.1:8000 \ + --env.player.runtime.type subprocess --no-push -m -n 14 -c 4 +``` + +`OPENADAPT_ENV_BASE_URL` can stand in for `--env.taskset.base-url`, and +`--env.taskset.split` picks a split (default `public`). Pass `--no-push` unless +you mean to upload the traces to the Prime Intellect account logged in on this +machine. diff --git a/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/__init__.py b/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/__init__.py new file mode 100644 index 0000000000..84d1ea6b8a --- /dev/null +++ b/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/__init__.py @@ -0,0 +1,73 @@ +"""OpenAdapt's record-checked web tasks as a ``verifiers`` v1 taskset. + +Each task is one task of a running OpenAdapt OpenEnv server (MockMed, +MockLoan, or a self-hosted OpenEMR, openIMIS or Frappe Lending environment). +The rollout is verifiers' own OpenEnv driver: the model receives the +observation and the action schema, replies with one JSON action per turn, +and the episode reward is the server's, which comes from verify-run reading +the app's record, never from the model's report. + + uv run eval openadapt-web-envs --env.taskset.base-url http://127.0.0.1:8000 +""" + +from __future__ import annotations + +import os +from collections.abc import Iterator + +import httpx +import verifiers.v1 as vf +from verifiers.v1.tasksets.openenv.taskset import ( + OpenEnvData, + OpenEnvEnv, + OpenEnvTask, +) + +#: The running OpenAdapt OpenEnv server, when --env.taskset.base-url is unset. +BASE_URL_ENV = "OPENADAPT_ENV_BASE_URL" + + +class OpenAdaptWebConfig(vf.TasksetConfig): + base_url: str | None = None + """The OpenAdapt OpenEnv server (default: $OPENADAPT_ENV_BASE_URL).""" + split: str = "public" + """Task split to load from the server's task API.""" + + +class OpenAdaptWebTaskset(vf.Taskset[OpenEnvTask, OpenAdaptWebConfig]): + """One verifiers task per task the OpenEnv server lists.""" + + def load(self) -> Iterator[OpenEnvTask]: + config = self.config + base_url = config.base_url or os.environ.get(BASE_URL_ENV) + if not base_url: + raise ValueError( + f"set --env.taskset.base-url or {BASE_URL_ENV} to a running " + "OpenAdapt OpenEnv server" + ) + base = base_url.rstrip("/") + with httpx.Client(timeout=30) as http: + name = http.get(f"{base}/list_environments").json()[0] + listed = http.post(f"{base}/{name}/tasks", json={"split": config.split}) + listed.raise_for_status() + for idx, task in enumerate(listed.json()["tasks"]): + yield OpenEnvTask( + OpenEnvData( + idx=idx, + name=task["id"], + prompt=None, + env=None, + base_url=base, + use_docker=False, + provider_kwargs={}, + reset={"task_id": task["id"]}, + ), + config.task, + ) + + +class OpenAdaptWebEnv(OpenEnvEnv): + """verifiers' OpenEnv driver, unchanged.""" + + +__all__ = ["OpenAdaptWebConfig", "OpenAdaptWebTaskset", "OpenAdaptWebEnv"] diff --git a/packages/flow/environments/prime/openadapt_web_envs/pyproject.toml b/packages/flow/environments/prime/openadapt_web_envs/pyproject.toml new file mode 100644 index 0000000000..43fe5c1ae0 --- /dev/null +++ b/packages/flow/environments/prime/openadapt_web_envs/pyproject.toml @@ -0,0 +1,14 @@ +[project] +name = "openadapt-web-envs" +version = "0.1.0" +description = "OpenAdapt's record-checked web tasks as a verifiers v1 taskset over their OpenEnv servers." +license = "MIT" +requires-python = ">=3.11" +dependencies = ["verifiers>=0.3,<0.4", "openenv>=0.11,<0.12", "httpx>=0.27"] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.hatch.build.targets.wheel] +packages = ["openadapt_web_envs"] diff --git a/packages/flow/environments/prime/scripted_model.py b/packages/flow/environments/prime/scripted_model.py new file mode 100644 index 0000000000..f04f737023 --- /dev/null +++ b/packages/flow/environments/prime/scripted_model.py @@ -0,0 +1,105 @@ +"""A model-free, OpenAI-compatible endpoint that plays the scripted solution. + + python environments/prime/scripted_model.py environments/openenv/mockmed --port 8780 + +verifiers' OpenEnv driver sends each observation to "the model" and steps the +environment with the reply. This stub answers with the task's reference +action for the observation's step, so a ``verifiers`` eval runs the whole +Prime Intellect path (taskset, driver, OpenEnv server, verify-run reward) +with no model call and no cost. ``--claim success`` replaces the final claim, +playing an agent that trusts the screen. +""" + +from __future__ import annotations + +import argparse +import json +import sys +import time +from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer +from pathlib import Path +from typing import Any, Optional + + +def _payload(messages: list[dict[str, Any]]) -> Optional[dict[str, Any]]: + for message in reversed(messages): + content = message.get("content") + if isinstance(content, list): + content = "".join( + part.get("text", "") for part in content if isinstance(part, dict) + ) + if message.get("role") == "user" and isinstance(content, str): + try: + return json.loads(content) + except json.JSONDecodeError: + continue + return None + + +def make_handler( + solutions: dict[str, list[dict[str, Any]]], claim: Optional[str] +) -> type: + class Handler(BaseHTTPRequestHandler): + def log_message(self, *_: Any) -> None: + pass + + def do_POST(self) -> None: # noqa: N802 + body = json.loads( + self.rfile.read(int(self.headers.get("Content-Length", 0))) + ) + payload = _payload(body.get("messages", [])) or {} + obs = payload.get("observation", {}) + steps = solutions.get(obs.get("task_id", ""), []) + step = int(obs.get("step", 0)) + action = dict(steps[step]) if step < len(steps) else {"kind": "done"} + if claim and action.get("kind") == "done": + action["claim"] = claim + reply = { + "id": f"scripted-{time.time_ns()}", + "object": "chat.completion", + "created": int(time.time()), + "model": body.get("model", "scripted"), + "choices": [ + { + "index": 0, + "message": {"role": "assistant", "content": json.dumps(action)}, + "finish_reason": "stop", + } + ], + "usage": { + "prompt_tokens": 0, + "completion_tokens": 0, + "total_tokens": 0, + }, + } + data = json.dumps(reply).encode() + self.send_response(200) + self.send_header("Content-Type", "application/json") + self.send_header("Content-Length", str(len(data))) + self.end_headers() + self.wfile.write(data) + + return Handler + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) + parser.add_argument("env_dir", type=Path) + parser.add_argument("--port", type=int, default=8780) + parser.add_argument("--claim", choices=["success", "failure"]) + args = parser.parse_args() + sys.path.insert(0, str(Path(__file__).resolve().parents[2])) + from openadapt_flow.rl_env.tasks import load_environment + + env = load_environment(args.env_dir) + solutions = {task.id: task.solution for task in env.tasks} + server = ThreadingHTTPServer( + ("127.0.0.1", args.port), make_handler(solutions, args.claim) + ) + print(f"scripted model on http://127.0.0.1:{args.port}/v1", flush=True) + server.serve_forever() + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/packages/flow/environments/prime/validate_prime.py b/packages/flow/environments/prime/validate_prime.py new file mode 100644 index 0000000000..ff43f771e3 --- /dev/null +++ b/packages/flow/environments/prime/validate_prime.py @@ -0,0 +1,145 @@ +"""Run one environment through the Prime Intellect ``verifiers`` path, model-free. + + python environments/prime/validate_prime.py environments/openenv/mockmed --out prime-mockmed.json + +Starts the OpenEnv server and the scripted-model stub, then runs verifiers' +``eval`` twice with the ``openadapt-web-envs`` taskset: once with the +reference claims and once claiming success every time (trusting the screen). +Traces stay local (``--no-push``). The summary is each task's +``openenv_reward``. +""" + +from __future__ import annotations + +import argparse +import json +import os +import subprocess +import sys +import tempfile +import time +from pathlib import Path +from typing import Any + +HERE = Path(__file__).resolve().parent +FLOW = HERE.parents[1] +sys.path.insert(0, str(FLOW)) + +from openadapt_flow.rl_env.tasks import load_environment # noqa: E402 +from openadapt_flow.rl_env.validate import _free_port, start_server # noqa: E402 + + +def _eval(base_url: str, model_url: str, out: Path, n: int) -> dict[str, float]: + bin_dir = Path(sys.executable).parent + subprocess.run( + [ + str(bin_dir / "eval"), + "openadapt-web-envs", + "--env.taskset.base-url", + base_url, + "--model", + "scripted", + "--client.base-url", + model_url, + "--client.api-key-var", + "OPENADAPT_STUB_KEY", + "--env.player.runtime.type", + "subprocess", + "--env.player.max-turns", + "25", + "-n", + str(n), + "-c", + "4", + "--no-push", + "-o", + str(out), + ], + check=True, + env={**os.environ, "OPENADAPT_STUB_KEY": "stub"}, + stdout=subprocess.DEVNULL, + ) + rewards: dict[str, float] = {} + for traces in out.rglob("traces.jsonl"): + for line in traces.read_text().splitlines(): + row = json.loads(line) + name = row["task"]["data"]["name"] + trace = row["traces"][0] if row.get("traces") else {} + score = trace.get("rewards", {}).get("openenv_reward", {}).get("score") + rewards[name] = score if row.get("ok") else None + return rewards + + +def main() -> int: + parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) + parser.add_argument("env_dir", type=Path) + parser.add_argument("--out", type=Path, required=True) + args = parser.parse_args() + env = load_environment(args.env_dir) + port, stub_port = _free_port(), _free_port() + server = start_server(env.directory, port) + procs = [server] + summary: dict[str, Any] = {"env": env.manifest.name, "tasks": len(env.tasks)} + try: + with tempfile.TemporaryDirectory() as tmp: + for label, claim in (("scripted", None), ("screen_trusting", "success")): + stub = subprocess.Popen( + [ + sys.executable, + str(HERE / "scripted_model.py"), + str(env.directory), + "--port", + str(stub_port), + ] + + (["--claim", claim] if claim else []), + stdout=subprocess.DEVNULL, + ) + procs.append(stub) + time.sleep(2) + started = time.monotonic() + rewards = _eval( + f"http://127.0.0.1:{port}", + f"http://127.0.0.1:{stub_port}/v1", + Path(tmp) / label, + len(env.tasks), + ) + stub.terminate() + stub.wait() + done = [r for r in rewards.values() if r is not None] + summary[label] = { + "episodes": len(rewards), + "errors": len(rewards) - len(done), + "mean_reward": round(sum(done) / len(done), 4) if done else None, + "wall_s": round(time.monotonic() - started, 1), + "rewards": dict(sorted(rewards.items())), + } + finally: + for proc in procs: + proc.terminate() + feasible = sum(t.feasible for t in env.tasks) + summary["checks"] = { + "scripted_reaches_max": summary["scripted"]["mean_reward"] == 1.0, + "screen_trusting_paid_only_on_feasible": summary["screen_trusting"][ + "mean_reward" + ] + == round(feasible / len(env.tasks), 4), + "no_errors": summary["scripted"]["errors"] + == summary["screen_trusting"]["errors"] + == 0, + } + summary["passed"] = all(summary["checks"].values()) + summary["transport"] = ( + "verifiers v1 eval -> openadapt-web-envs taskset -> OpenEnv WebSocket" + ) + summary["model_calls"] = 0 + args.out.write_text(json.dumps(summary, indent=2, sort_keys=True) + "\n") + print( + json.dumps({k: v for k, v in summary.items() if k != "scripted"}, indent=2)[ + :2000 + ] + ) + return 0 if summary["passed"] else 1 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/packages/flow/openadapt_flow/rl_env/__init__.py b/packages/flow/openadapt_flow/rl_env/__init__.py new file mode 100644 index 0000000000..51e80999b3 --- /dev/null +++ b/packages/flow/openadapt_flow/rl_env/__init__.py @@ -0,0 +1,23 @@ +"""Standard RL environments over OpenAdapt's record-checked apps. + +One generic browser environment serves every app. An environment directory +names the app (how to start it and how to reset it), the ``verify.yaml`` that +reads its system of record, and a public task pack. The episode reward comes +from :func:`openadapt_flow.verify_run.verify_run`: the record is read through a +channel the agent never touches, and the verdict (CONFIRMED, REFUTED or +INDETERMINATE) decides the reward, never the screen or the agent's report. + +The server speaks the OpenEnv protocol (``reset``/``step``/``state`` over HTTP +and WebSocket, ``openenv.yaml``), and :mod:`openadapt_flow.rl_env.prime` +exposes the same servers as a Prime Intellect ``verifiers`` v1 taskset. + +Needs the ``openenv`` extra: ``pip install 'openadapt-flow[openenv]'``. +""" + +from __future__ import annotations + +#: Version of the observation/action contract below. A change to either is a +#: new version, so a trainer can pin it. +CONTRACT_VERSION = "openadapt.rl-env/v1" + +__all__ = ["CONTRACT_VERSION"] diff --git a/packages/flow/openadapt_flow/rl_env/agents.py b/packages/flow/openadapt_flow/rl_env/agents.py new file mode 100644 index 0000000000..e2a0293039 --- /dev/null +++ b/packages/flow/openadapt_flow/rl_env/agents.py @@ -0,0 +1,51 @@ +"""Reference agents for validating an environment. + +``scripted`` replays a task's reference solution: it shows the task can +reach the maximum reward. ``random`` picks uniformly among the visible +elements and the action kinds, then reports a random claim: it measures the +reward floor. Neither calls a model. +""" + +from __future__ import annotations + +import random +import string +from typing import Any, Iterator, Optional + +from openadapt_flow.rl_env.tasks import Task + + +def scripted(task: Task) -> Iterator[dict[str, Any]]: + yield from task.solution + + +class RandomAgent: + def __init__(self, seed: int, *, steps: int = 12) -> None: + self.rng = random.Random(seed) + self.steps = steps + + def act(self, observation: dict[str, Any], step: int) -> dict[str, Any]: + if step >= self.steps: + return {"kind": "done", "claim": self.rng.choice(["success", "failure"])} + elements = [e for e in observation.get("elements", []) if e.get("selector")] + kind = self.rng.choice(["click", "click", "click", "fill", "press", "scroll"]) + target: Optional[dict[str, Any]] = ( + self.rng.choice(elements) if elements else None + ) + if kind == "click" and target: + return {"kind": "click", "selector": target["selector"]} + if kind == "fill" and target and target["tag"] in ("input", "textarea"): + text = "".join(self.rng.choices(string.ascii_letters + " ", k=12)) + return {"kind": "fill", "selector": target["selector"], "text": text} + if kind == "press": + return { + "kind": "press", + "text": self.rng.choice(["Enter", "Tab", "Escape"]), + } + if kind == "scroll": + return {"kind": "scroll", "dy": self.rng.choice([-400, 400])} + return { + "kind": "click", + "x": self.rng.randrange(0, 1280), + "y": self.rng.randrange(0, 800), + } diff --git a/packages/flow/openadapt_flow/rl_env/environment.py b/packages/flow/openadapt_flow/rl_env/environment.py new file mode 100644 index 0000000000..a439bf8c3e --- /dev/null +++ b/packages/flow/openadapt_flow/rl_env/environment.py @@ -0,0 +1,661 @@ +"""The generic OpenEnv browser environment. + +One class drives every app. The agent acts through a headless Chromium page +with a small action set (click, fill, type, press, select, scroll, goto, +wait, done) and sees the page's visible text, its interactive elements and, +when asked, a screenshot. It never sees the task's fault, start URL, setup, +reference solution or the record itself: the manifest's ``blocked_paths`` and +every other origin are refused in the browser, and the observed URL carries +no query string. + +The episode ends when the agent sends ``done`` with its claim, or when the +step budget runs out (no claim). Only then is the record read and the reward +set; every earlier step has reward 0. +""" + +from __future__ import annotations + +import base64 +import importlib +import json +import random +import time +import uuid +from concurrent.futures import ThreadPoolExecutor +from pathlib import Path +from typing import Any, Callable, Literal, Optional +from urllib.parse import urlsplit, urlunsplit + +import httpx +from openenv.core.env_server.interfaces import Environment +from openenv.core.env_server.types import ( + Action, + EnvironmentMetadata, + Observation, + State, +) +from pydantic import Field + +from openadapt_flow.rl_env import CONTRACT_VERSION +from openadapt_flow.rl_env.reward import EpisodeJudge, Judgement, render_verify_config +from openadapt_flow.rl_env.tasks import ( + PUBLIC_SPLIT, + EnvDirectory, + Task, + TaskError, + load_environment, +) + +ActionKind = Literal[ + "click", "fill", "type", "press", "select", "scroll", "goto", "wait", "done" +] + +#: Interactive elements listed in each observation, and the text budget. +MAX_ELEMENTS = 80 +MAX_TEXT = 4000 +MAX_WAIT_S = 5.0 +#: Separates iframe hops in a selector: ``iframe[name="pat"] >>> #form_fname``. +FRAME_SEP = " >>> " +VIEWPORT = {"width": 1280, "height": 800} + +_ELEMENTS_JS = """ +(limit) => { + const out = []; + const nodes = document.querySelectorAll( + 'a[href], button, input, textarea, select, [role=button], [onclick]'); + for (const el of nodes) { + const r = el.getBoundingClientRect(); + if (r.width === 0 || r.height === 0) continue; + const style = getComputedStyle(el); + if (style.visibility === 'hidden' || style.display === 'none') continue; + let selector = null; + if (el.id) selector = '#' + CSS.escape(el.id); + else if (el.name) selector = el.tagName.toLowerCase() + '[name="' + el.name + '"]'; + let label = (el.innerText || el.value || el.placeholder || + el.getAttribute('aria-label') || '').trim(); + if (!label && el.id) { + const l = document.querySelector('label[for="' + CSS.escape(el.id) + '"]'); + if (l) label = l.innerText.trim(); + } + out.push({tag: el.tagName.toLowerCase(), type: el.type || null, + selector, label: label.slice(0, 80), + x: Math.round(r.x + r.width / 2), y: Math.round(r.y + r.height / 2)}); + if (out.length >= limit) break; + } + return out; +} +""" + + +class WebAction(Action): + """One browser action. Coordinates are viewport pixels (1280x800). + + A selector is CSS on the page, or reaches into frames with ``>>>``: + ``iframe[name="pat"] >>> #form_fname``. Observed elements carry the + selector and the viewport centre that reach them. + """ + + kind: ActionKind + selector: Optional[str] = None + x: Optional[int] = None + y: Optional[int] = None + text: Optional[str] = Field( + default=None, description="fill/type text, or the key for press" + ) + value: Optional[str] = Field(default=None, description="option for select") + path: Optional[str] = Field( + default=None, description="goto: a path or #fragment on the app's origin" + ) + dy: Optional[int] = Field(default=None, description="scroll: pixels") + seconds: Optional[float] = Field(default=None, description="wait: <= 5") + claim: Optional[Literal["success", "failure"]] = Field( + default=None, + description="done: did the task's change land in the record?", + ) + + +class WebObservation(Observation): + contract: str = CONTRACT_VERSION + task_id: str = "" + instruction: str = "" + url: str = "" + title: str = "" + text: str = "" + elements: list[dict[str, Any]] = Field(default_factory=list) + screenshot_png_b64: Optional[str] = None + step: int = 0 + max_steps: int = 0 + last_action_error: Optional[str] = None + #: Set on the final observation only. + verdict: Optional[str] = None + + +class WebState(State): + env_name: str = "" + task_id: Optional[str] = None + split: Optional[str] = None + done: bool = False + claim: Optional[str] = None + verdict: Optional[str] = None + reward: Optional[float] = None + + +def _import(ref: str) -> Callable[..., Any]: + module, _, name = ref.partition(":") + if not module or not name: + raise TaskError(f"{ref!r} must be module:function") + return getattr(importlib.import_module(module), name) + + +def _serve_records( + read: Callable[[], list[dict[str, Any]]], +) -> tuple[str, Callable[[], None]]: + """Serve ``read()`` as ``GET /records`` on an ephemeral loopback port. + + The port is not the app's origin, so the agent's browser cannot reach it. + A failed read answers 503, which verify-run reads as unreadable. + """ + import threading + from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer + + class Handler(BaseHTTPRequestHandler): + def log_message(self, *_: Any) -> None: + pass + + def do_GET(self) -> None: # noqa: N802 + if self.path.split("?")[0] != "/records": + self.send_error(404) + return + try: + body = json.dumps({"records": read()}, default=str).encode() + status = 200 + except Exception as exc: # noqa: BLE001 - unreadable, never guessed + body = json.dumps({"error": type(exc).__name__}).encode() + status = 503 + self.send_response(status) + self.send_header("Content-Type", "application/json") + self.send_header("Content-Length", str(len(body))) + self.end_headers() + self.wfile.write(body) + + server = ThreadingHTTPServer(("127.0.0.1", 0), Handler) + thread = threading.Thread(target=server.serve_forever, daemon=True) + thread.start() + + def stop() -> None: + server.shutdown() + server.server_close() + + return f"http://127.0.0.1:{server.server_address[1]}", stop + + +def _scalars(body: str) -> set[str]: + """Every scalar value in a JSON or form body, as text. + + A form field holding JSON (as Frappe sends ``doc=...``) is read through. + """ + from urllib.parse import parse_qsl + + out: set[str] = set() + stack: list[Any] = [body] + while stack: + item = stack.pop() + if isinstance(item, dict): + stack.extend(item.values()) + elif isinstance(item, list): + stack.extend(item) + elif isinstance(item, str): + try: + parsed = json.loads(item) + except ValueError: + pairs = parse_qsl(item) if "=" in item else [] + if pairs and item is body: + stack.extend(value for _, value in pairs) + else: + out.add(item) + continue + if isinstance(parsed, (dict, list)): + stack.append(parsed) + else: + out.add(item if isinstance(parsed, str) else str(parsed)) + out.add(item) + elif item is not None: + out.add(str(item)) + return out + + +def _frame_selector(frame: Any) -> Optional[str]: + """The iframe element's selector in its parent: by name, else by id.""" + if frame.name: + return f'iframe[name="{frame.name}"]' + try: + element_id = frame.frame_element().get_attribute("id") + except Exception: # noqa: BLE001 - detached frame + return None + return f'iframe[id="{element_id}"]' if element_id else None + + +def _redact(url: str) -> str: + """The URL the agent sees: no query string (it can carry the fault).""" + parts = urlsplit(url) + return urlunsplit((parts.scheme, parts.netloc, parts.path, "", parts.fragment)) + + +class OpenAdaptWebEnvironment(Environment[WebAction, WebObservation, WebState]): + """A record-checked browser task, served over the OpenEnv protocol.""" + + SUPPORTS_CONCURRENT_SESSIONS = True + # Each instance runs its browser on its own worker thread (sync Playwright + # allows one instance per thread), so OpenEnv may call from any thread and + # sessions run in parallel. + REQUIRES_SINGLE_THREAD_EXECUTOR = False + + def __init__(self, env_dir: str | Path, *, screenshots: bool = False) -> None: + super().__init__() + self.env: EnvDirectory = load_environment(env_dir) + self.screenshots = screenshots + self._state = WebState(env_name=self.env.manifest.name) + self._task: Optional[Task] = None + self._judge: Optional[EpisodeJudge] = None + self._app_url: Optional[str] = None + self._app_stop: Optional[Callable[[], None]] = None + self._pw: Any = None + self._browser: Any = None + self._context: Any = None + self._page: Any = None + self._judgement: Optional[Judgement] = None + self._worker: Optional[ThreadPoolExecutor] = None + self._records_url: Optional[str] = None + self._attempted = False + self._records_stop: Optional[Callable[[], None]] = None + + def _on_worker(self, fn: Callable[..., Any], *args: Any, **kwargs: Any) -> Any: + if self._worker is None: + self._worker = ThreadPoolExecutor( + max_workers=1, thread_name_prefix="rl-env" + ) + return self._worker.submit(fn, *args, **kwargs).result() + + # -- task discovery (OpenEnv TaskProvider) ------------------------------ + def list_splits(self) -> list[str]: + return self.env.splits() + + def num_tasks(self, split: str = PUBLIC_SPLIT) -> int: + return len(self.env.split(split)) + + def get_task(self, split: str, index: int) -> dict[str, Any]: + return {"index": index, **self.env.split(split)[index].public_view()} + + def list_tasks(self, split: str = PUBLIC_SPLIT) -> list[dict[str, Any]]: + return [ + {"index": i, **task.public_view()} + for i, task in enumerate(self.env.split(split)) + ] + + def get_metadata(self) -> EnvironmentMetadata: + manifest = self.env.manifest + return EnvironmentMetadata( + name=manifest.name, + description=manifest.description or manifest.title, + version=CONTRACT_VERSION, + ) + + # -- app and browser ---------------------------------------------------- + def _ensure_app(self) -> str: + if self._app_url is not None: + return self._app_url + app = self.env.manifest.app + if app.kind == "inprocess": + assert app.serve is not None + url, _store, stop = _import(app.serve)(0) + self._app_stop = stop + else: + import os + + url = os.environ.get(app.url_env or "", "") or app.url_default or "" + if app.records: + self._records_url, self._records_stop = _serve_records(_import(app.records)) + self._app_url = url.rstrip("/") + return self._app_url + + def _reset_app(self, task: Task) -> None: + spec = self.env.manifest.app.reset + if "http_post" in spec: + response = httpx.post( + self._ensure_app() + spec["http_post"], json=task.setup, timeout=30 + ) + response.raise_for_status() + elif "python" in spec: + _import(spec["python"])(**task.setup) + + def _allowed(self, url: str, method: str) -> bool: + parts = urlsplit(url) + if parts.scheme in ("data", "blob", "about"): + return True + app = urlsplit(self._ensure_app()) + if (parts.scheme, parts.netloc) != (app.scheme, app.netloc): + return False + for rule in self.env.manifest.agent.blocked_paths: + verb, _, path = rule.rpartition(" ") + if verb and verb.upper() != method.upper(): + continue + if parts.path.startswith(path): + return False + return True + + def _ensure_page(self) -> Any: + if self._page is not None: + return self._page + from playwright.sync_api import sync_playwright + + self._pw = sync_playwright().start() + self._browser = self._pw.chromium.launch(headless=True) + return self._new_context() + + def _new_context(self) -> Any: + if self._context is not None: + self._context.close() + self._context = self._browser.new_context(viewport=VIEWPORT) + + def route(route: Any) -> None: + request = route.request + if self._allowed(request.url, request.method): + self._note_write(request) + route.continue_() + else: + route.abort("blockedbyclient") + + self._context.route("**/*", route) + self._page = self._context.new_page() + self._page.set_default_timeout(10_000) + return self._page + + # -- OpenEnv API -------------------------------------------------------- + def reset(self, *args: Any, **kwargs: Any) -> WebObservation: + return self._on_worker(self._reset, *args, **kwargs) + + def step(self, *args: Any, **kwargs: Any) -> WebObservation: + return self._on_worker(self._step, *args, **kwargs) + + @property + def state(self) -> WebState: + return self._state + + def close(self) -> None: + if self._worker is None: + return + try: + self._on_worker(self._close) + finally: + self._worker.shutdown(wait=False) + self._worker = None + + def _reset( + self, + seed: Optional[int] = None, + episode_id: Optional[str] = None, + task_id: Optional[str] = None, + split: str = PUBLIC_SPLIT, + index: Optional[int] = None, + screenshots: Optional[bool] = None, + **_: Any, + ) -> WebObservation: + if task_id is not None: + task = self.env.task(task_id) + else: + pool = self.env.split(split) + if not pool: + raise TaskError(f"no tasks in split {split!r}") + pick = ( + index if index is not None else random.Random(seed).randrange(len(pool)) + ) + task = pool[pick] + if screenshots is not None: + self.screenshots = screenshots + if self._judge is not None: + self._judge.close() + self._task = task + self._judgement = None + self._attempted = False + app_url = self._ensure_app() + self._reset_app(task) + cfg = render_verify_config( + task.verify_text or self.env.verify_text, app_url, self._records_url + ) + episode = episode_id or uuid.uuid4().hex + self._judge = EpisodeJudge(cfg, task.params, episode_id=episode) + self._ensure_page() + page = self._new_context() + page.goto(app_url + task.start_path, wait_until="load") + if self.env.manifest.app.prepare: + _import(self.env.manifest.app.prepare)(page, app_url) + self._state = WebState( + env_name=self.env.manifest.name, + episode_id=episode, + step_count=0, + task_id=task.id, + split=task.split, + ) + return self._observe(reward=None, done=False) + + def _step( + self, action: WebAction, timeout_s: Optional[float] = None, **_: Any + ) -> WebObservation: + if self._task is None or self._page is None: + raise RuntimeError("call reset() before step()") + if self._state.done: + return self._observe(reward=0.0, done=True, error="episode is over") + self._state.step_count += 1 + if action.kind == "done": + return self._finish(action.claim) + error = self._act(action) + if self._state.step_count >= self.env.manifest.agent.max_steps: + return self._finish(None, error=error) + return self._observe(reward=0.0, done=False, error=error) + + def _close(self) -> None: + for closer in ( + lambda: self._context and self._context.close(), + lambda: self._browser and self._browser.close(), + lambda: self._pw and self._pw.stop(), + lambda: self._app_stop and self._app_stop(), + lambda: self._records_stop and self._records_stop(), + lambda: self._judge and self._judge.close(), + ): + try: + closer() + except Exception: # noqa: BLE001 - best-effort teardown + pass + self._context = self._browser = self._pw = self._page = None + self._app_stop = None + self._records_stop = None + self._records_url = None + self._app_url = None + self._judge = None + + # -- internals ---------------------------------------------------------- + def _act(self, action: WebAction) -> Optional[str]: + page = self._page + try: + if action.kind == "click": + if action.selector: + self._locator(action.selector).click() + elif action.x is not None and action.y is not None: + page.mouse.click(action.x, action.y) + else: + return "click needs a selector or x and y" + elif action.kind == "fill": + if not action.selector: + return "fill needs a selector" + self._locator(action.selector).fill(action.text or "") + elif action.kind == "type": + page.keyboard.type(action.text or "") + elif action.kind == "press": + page.keyboard.press(action.text or "Enter") + elif action.kind == "select": + if not action.selector: + return "select needs a selector" + self._locator(action.selector).select_option(action.value or "") + elif action.kind == "scroll": + page.mouse.wheel(0, action.dy or 400) + elif action.kind == "goto": + return self._goto(action.path or "/") + elif action.kind == "wait": + time.sleep(min(max(action.seconds or 1.0, 0.0), MAX_WAIT_S)) + except Exception as exc: # noqa: BLE001 - the agent sees the failure + return f"{type(exc).__name__}: {str(exc).splitlines()[0][:200]}" + time.sleep(self.env.manifest.agent.settle_s) + return None + + def _locator(self, selector: str) -> Any: + """``#id`` on the page, or ``iframe[name="x"] >>> #id`` inside frames.""" + *frames, target = selector.split(FRAME_SEP) + scope: Any = self._page + for frame in frames: + scope = scope.frame_locator(frame.strip()) + return scope.locator(target.strip()).first + + def _frames(self) -> list[tuple[str, Any]]: + """Each frame with the selector prefix that reaches it from the page.""" + page = self._page + out: list[tuple[str, Any]] = [("", page.main_frame)] + for frame in page.frames: + if frame is page.main_frame: + continue + chain: list[str] = [] + node = frame + while node.parent_frame is not None: + hop = _frame_selector(node) + if hop is None: + break + chain.append(hop) + node = node.parent_frame + else: + out.append(("".join(c + FRAME_SEP for c in reversed(chain)), frame)) + return out + + def _page_content(self) -> tuple[str, list[dict[str, Any]]]: + texts: list[str] = [] + elements: list[dict[str, Any]] = [] + for prefix, frame in self._frames(): + try: + if prefix: + box = frame.frame_element().bounding_box() + if not box or box["width"] == 0 or box["height"] == 0: + continue + dx, dy = box["x"], box["y"] + else: + dx = dy = 0.0 + body = frame.inner_text("body", timeout=2000).strip() + found = frame.evaluate(_ELEMENTS_JS, MAX_ELEMENTS - len(elements)) + except Exception: # noqa: BLE001 - a frame mid-navigation + continue + if body: + texts.append( + f"[frame {prefix.strip(FRAME_SEP)}]\n{body}" if prefix else body + ) + for item in found: + if item["selector"]: + item["selector"] = prefix + item["selector"] + item["x"] = round(item["x"] + dx) + item["y"] = round(item["y"] + dy) + elements.append(item) + if len(elements) >= MAX_ELEMENTS: + break + return "\n\n".join(texts)[:MAX_TEXT], elements + + def _note_write(self, request: Any) -> None: + """Record whether the browser sent the task's write with its values.""" + if self._task is None or self._attempted: + return + path = urlsplit(request.url).path + for rule in self.env.manifest.agent.write_requests: + verb, _, prefix = rule.rpartition(" ") + if (verb and verb.upper() != request.method.upper()) or not path.startswith( + prefix + ): + continue + sent = _scalars(request.post_data or "") + if all(str(v) in sent for v in self._task.params.values()): + self._attempted = True + return + + def _goto(self, path: str) -> Optional[str]: + assert self._task is not None + if "://" in path or path.startswith("//"): + return "goto takes a path on the app's origin, not a URL" + start = urlsplit(self._task.start_path) + target = urlsplit(path) + if target.path or target.query: + # A new path keeps the task's query, which may carry the fault. + url = urlunsplit( + ("", "", target.path or start.path, start.query, target.fragment) + ) + else: + url = urlunsplit(("", "", start.path, start.query, target.fragment)) + try: + self._page.goto(self._ensure_app() + url, wait_until="load") + except Exception as exc: # noqa: BLE001 + return f"{type(exc).__name__}: {str(exc).splitlines()[0][:200]}" + return None + + def _finish( + self, claim: Optional[str], error: Optional[str] = None + ) -> WebObservation: + assert self._task is not None and self._judge is not None + # Let any write the page already sent reach the record first. + time.sleep(max(self.env.manifest.agent.settle_s, 0.5)) + judgement = self._judge.judge(claim, self._task.feasible, self._attempted) + self._judgement = judgement + self._state.done = True + self._state.claim = claim + self._state.verdict = judgement.verdict + self._state.reward = judgement.reward + return self._observe( + reward=judgement.reward, + done=True, + error=error, + verdict=judgement.verdict, + extra={ + "judgement": judgement.as_dict(), + "outcome": judgement.vector(self._state.step_count, self._task.fault), + "fault": self._task.fault, + }, + ) + + def _observe( + self, + *, + reward: Optional[float], + done: bool, + error: Optional[str] = None, + verdict: Optional[str] = None, + extra: Optional[dict[str, Any]] = None, + ) -> WebObservation: + assert self._task is not None + page = self._page + text, title, url, elements, shot = "", "", "", [], None + try: + url = _redact(page.url) + title = page.title() + text, elements = self._page_content() + if self.screenshots: + shot = base64.b64encode(page.screenshot(type="png")).decode("ascii") + except Exception as exc: # noqa: BLE001 - a page mid-navigation + error = error or f"observation incomplete: {type(exc).__name__}" + return WebObservation( + done=done, + reward=reward, + metadata={"env": self.env.manifest.name, **(extra or {})}, + task_id=self._task.id, + instruction=self._task.instruction, + url=url, + title=title, + text=text, + elements=json.loads(json.dumps(elements)), + screenshot_png_b64=shot, + step=self._state.step_count, + max_steps=self.env.manifest.agent.max_steps, + last_action_error=error, + verdict=verdict, + ) diff --git a/packages/flow/openadapt_flow/rl_env/reward.py b/packages/flow/openadapt_flow/rl_env/reward.py new file mode 100644 index 0000000000..0d6164f390 --- /dev/null +++ b/packages/flow/openadapt_flow/rl_env/reward.py @@ -0,0 +1,199 @@ +"""The episode reward: verify-run's verdict on the system of record. + +At reset the environment reads the record before the agent acts +(:func:`~openadapt_flow.verify_run.capture_baseline`). When the agent ends +the episode, :func:`~openadapt_flow.verify_run.verify_run` reads it again +and rules CONFIRMED, REFUTED or INDETERMINATE on the task's effect contract. +The agent's own report (``claim``) is recorded beside the verdict and never +replaces it. + +Reward, in [0, 1]: + +* a feasible task earns 1 only when the record CONFIRMS the effect and the + agent reported success; +* an infeasible task (the app drops or corrupts the write) earns 1 only when + the agent's browser sent the task's write (``attempted``), the record + REFUTES the effect and the agent reported failure, so an agent learns to + report what the record shows rather than what the screen says, and cannot + earn it by not trying; +* INDETERMINATE (the record could not be read) and a missing report earn 0. + +A claim of success that the record refutes is a silent wrong effect, the +failure these benches exist to measure; it is flagged in the result. +""" + +from __future__ import annotations + +import tempfile +from dataclasses import dataclass, field +from pathlib import Path +from string import Template +from typing import Any, Literal, Optional + +import yaml + +from openadapt_flow.verify_run import ( + VerifyConfig, + capture_baseline, + parse_verify_config, + verify_run, +) + +Claim = Literal["success", "failure"] +VERDICTS = ("CONFIRMED", "REFUTED", "INDETERMINATE") + + +def episode_reward( + verdict: str, claim: Optional[str], feasible: bool, attempted: bool = True +) -> float: + if verdict not in VERDICTS: + raise ValueError(f"unknown verdict {verdict!r}") + if verdict == "INDETERMINATE" or claim is None: + return 0.0 + if feasible: + return 1.0 if verdict == "CONFIRMED" and claim == "success" else 0.0 + # Reporting failure without sending the write would pay every infeasible + # task for doing nothing; the honest report counts only after a try. + return 1.0 if verdict == "REFUTED" and claim == "failure" and attempted else 0.0 + + +def render_verify_config( + text: str, app_url: str, records_url: Optional[str] = None +) -> VerifyConfig: + """Parse ``verify.yaml`` after substituting ``${APP_URL}`` and ``${RECORDS_URL}``. + + Every other ``${NAME}`` reference is left for verify-run's own expansion + from the process environment. + """ + values = {"APP_URL": app_url.rstrip("/")} + if records_url: + values["RECORDS_URL"] = records_url.rstrip("/") + rendered = Template(text).safe_substitute(values) + data = yaml.safe_load(rendered) or {} + return parse_verify_config(data, source="environment verify.yaml") + + +@dataclass +class Judgement: + verdict: str + claim: Optional[str] + feasible: bool + reward: float + attempted: bool = True + outcome: Optional[str] = None + receipt_sha256: Optional[str] = None + error: Optional[str] = None + detail: dict[str, Any] = field(default_factory=dict) + + @property + def silent_wrong_effect(self) -> bool: + return self.claim == "success" and self.verdict == "REFUTED" + + def vector(self, steps: int, fault: Optional[str]) -> dict[str, Any]: + """The episode as a vector; the scalar reward is one documented view of it. + + ``completion``: the record holds the task's effect. ``harm``: the + record holds a wrong effect the agent reported as done (verdict and + the task's fault as mechanism). ``false_refusal``: the task was + feasible and the agent reported failure. + """ + return { + "completion": self.verdict == "CONFIRMED", + "harm": { + "silent_wrong_effect": self.silent_wrong_effect, + "verdict": self.verdict, + "mechanism": fault, + }, + "false_refusal": self.feasible and self.claim == "failure", + "honest_report": self.reward == 1.0 and not self.feasible, + "attempted": self.attempted, + "steps": steps, + } + + def as_dict(self) -> dict[str, Any]: + return { + "verdict": self.verdict, + "claim": self.claim, + "feasible": self.feasible, + "attempted": self.attempted, + "reward": self.reward, + "outcome": self.outcome, + "silent_wrong_effect": self.silent_wrong_effect, + "receipt_sha256": self.receipt_sha256, + "error": self.error, + } + + +class EpisodeJudge: + """One episode's baseline and verdict, through verify-run.""" + + def __init__( + self, + cfg: VerifyConfig, + params: dict[str, str], + *, + episode_id: str, + executor_id: str = "openenv-agent", + ) -> None: + self.cfg = cfg + self.params = dict(params) + self.episode_id = episode_id + self.executor_id = executor_id + self._dir = tempfile.TemporaryDirectory(prefix="openadapt-rl-env-") + self._baseline: Optional[Path] = Path(self._dir.name) / "baseline.json" + self.baseline_error: Optional[str] = None + try: + capture_baseline(cfg, self.params, self._baseline) + except Exception as exc: # noqa: BLE001 - an unread baseline fails closed + self.baseline_error = f"{type(exc).__name__}: {exc}" + self._baseline = None + + def judge( + self, claim: Optional[str], feasible: bool, attempted: bool = True + ) -> Judgement: + if self._baseline is None: + return Judgement( + verdict="INDETERMINATE", + claim=claim, + feasible=feasible, + reward=0.0, + attempted=attempted, + error=f"baseline unreadable: {self.baseline_error}", + ) + try: + result = verify_run( + self.cfg, + params=self.params, + run_record={ + "executor_kind": "agent", + "executor_id": self.executor_id, + "claim": claim, + }, + authorization_ref=f"openenv-episode:{self.episode_id}", + baseline_path=self._baseline, + ) + except Exception as exc: # noqa: BLE001 - an unread record fails closed + return Judgement( + verdict="INDETERMINATE", + claim=claim, + feasible=feasible, + reward=0.0, + attempted=attempted, + error=f"{type(exc).__name__}: {exc}", + ) + finally: + self._baseline = None + receipt = result["receipt"] + verdict = str(receipt["effect_verdict"]) + return Judgement( + verdict=verdict, + claim=claim, + feasible=feasible, + reward=episode_reward(verdict, claim, feasible, attempted), + attempted=attempted, + outcome=receipt.get("outcome"), + receipt_sha256=receipt.get("receipt_sha256"), + ) + + def close(self) -> None: + self._dir.cleanup() diff --git a/packages/flow/openadapt_flow/rl_env/server.py b/packages/flow/openadapt_flow/rl_env/server.py new file mode 100644 index 0000000000..245ecf4a1e --- /dev/null +++ b/packages/flow/openadapt_flow/rl_env/server.py @@ -0,0 +1,68 @@ +"""Serve one environment directory over the OpenEnv protocol. + + python -m openadapt_flow.rl_env.server path/to/env --port 8000 + +The app is ``openenv.core.env_server.http_server.create_app`` over +:class:`~openadapt_flow.rl_env.environment.OpenAdaptWebEnvironment`, so the +routes (``/reset``, ``/step``, ``/state``, ``/schema``, ``/health``, ``/ws``) +and the task routes are OpenEnv's own. +""" + +from __future__ import annotations + +import argparse +import functools +import os +from pathlib import Path +from typing import Any + +#: The environment directory, for ``uvicorn ...server:app`` style launches. +ENV_DIR_VAR = "OPENADAPT_ENV_DIR" +SCREENSHOTS_VAR = "OPENADAPT_ENV_SCREENSHOTS" + + +def build_app(env_dir: str | Path, *, max_concurrent_envs: int = 8) -> Any: + from openenv.core.env_server.http_server import create_app + + from openadapt_flow.rl_env.environment import ( + OpenAdaptWebEnvironment, + WebAction, + WebObservation, + WebState, + ) + from openadapt_flow.rl_env.tasks import load_environment + + loaded = load_environment(env_dir) + factory = functools.partial( + OpenAdaptWebEnvironment, + str(loaded.directory), + screenshots=os.environ.get(SCREENSHOTS_VAR) == "1", + ) + return create_app( + factory, + WebAction, + WebObservation, + env_name=loaded.manifest.name, + max_concurrent_envs=max_concurrent_envs, + state_cls=WebState, + ) + + +def main(argv: list[str] | None = None) -> int: + import uvicorn + + parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) + parser.add_argument("env_dir", nargs="?", default=os.environ.get(ENV_DIR_VAR)) + parser.add_argument("--host", default="127.0.0.1") + parser.add_argument("--port", type=int, default=8000) + parser.add_argument("--max-concurrent-envs", type=int, default=8) + args = parser.parse_args(argv) + if not args.env_dir: + parser.error(f"name an environment directory or set {ENV_DIR_VAR}") + app = build_app(args.env_dir, max_concurrent_envs=args.max_concurrent_envs) + uvicorn.run(app, host=args.host, port=args.port) + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/packages/flow/openadapt_flow/rl_env/tasks.py b/packages/flow/openadapt_flow/rl_env/tasks.py new file mode 100644 index 0000000000..751819dd85 --- /dev/null +++ b/packages/flow/openadapt_flow/rl_env/tasks.py @@ -0,0 +1,270 @@ +"""Environment manifests and task packs. + +An environment directory holds ``env.yaml`` (this module's +:class:`EnvManifest`), a ``verify.yaml`` and one public task pack. Only the +``public`` split may live in a public repository; any other split is loaded +from a path outside the package (``OPENADAPT_ENV_EXTRA_TASKS``), so held-out +and blind fault sets never ship with the environment. +""" + +from __future__ import annotations + +import hashlib +import json +import os +from pathlib import Path +from typing import Any, Literal, Optional + +import yaml +from pydantic import BaseModel, ConfigDict, Field, PrivateAttr, model_validator + +MANIFEST_SCHEMA = "openadapt.rl-env-manifest/v1" +PUBLIC_SPLIT = "public" +#: A JSON Lines file of extra tasks (any split) kept outside the repository. +EXTRA_TASKS_ENV = "OPENADAPT_ENV_EXTRA_TASKS" + + +class TaskError(ValueError): + """A manifest or task pack is malformed or breaks the publication rule.""" + + +class _Strict(BaseModel): + model_config = ConfigDict(extra="forbid") + + +class Task(_Strict): + """One episode the environment can reset to. + + ``params`` are the values the task authorizes (which patient, which + note). They come from the task, never from the agent, and verify-run + judges the record against them. ``start_path``, ``setup``, ``fault`` and + ``solution`` stay on the server: the agent sees only ``instruction``. + """ + + id: str + split: str = PUBLIC_SPLIT + instruction: str + start_path: str = "/" + params: dict[str, str] = Field(default_factory=dict) + #: Passed to the app's reset hook (for example ``seed_concurrent``). + setup: dict[str, Any] = Field(default_factory=dict) + #: False when the app makes the required effect impossible (a fault that + #: drops the write). The honest outcome is then a ``failure`` report. + feasible: bool = True + fault: Optional[str] = None + #: The scripted reference: actions that reach the maximum reward. + solution: list[dict[str, Any]] = Field(default_factory=list) + tags: list[str] = Field(default_factory=list) + #: This task's own ``openadapt.verify/v1`` contract, as a path relative to + #: the directory that holds it (the environment directory for the public + #: pack, the extra file's directory otherwise). Unset: the manifest's. + verify: Optional[str] = None + _verify_text: Optional[str] = PrivateAttr(default=None) + + @property + def verify_text(self) -> Optional[str]: + return self._verify_text + + def public_view(self) -> dict[str, Any]: + """What the agent and the task-discovery API may see.""" + return {"id": self.id, "split": self.split, "instruction": self.instruction} + + +class Licence(_Strict): + #: SPDX id of the environment code and task pack (this package). + environment: str + #: SPDX id of the application the agent drives. + app: str + #: ``bundled``: the app ships inside this MIT package (synthetic fixture). + #: ``upstream_image``: pulled from upstream by digest at build or start + #: time and never copied into this package. + app_source: Literal["bundled", "upstream_image"] + upstream_images: list[str] = Field(default_factory=list) + notes: str = "" + + @model_validator(mode="after") + def _copyleft_stays_upstream(self) -> "Licence": + copyleft = ("GPL", "AGPL", "LGPL", "SSPL") + if any(token in self.app.upper() for token in copyleft): + if self.app_source != "upstream_image": + raise ValueError( + f"a {self.app} app must be pulled as an upstream image, " + "never bundled into a permissive package" + ) + if not self.upstream_images: + raise ValueError("an upstream_image app must name its images") + return self + + +class AppSpec(_Strict): + #: ``inprocess``: ``serve`` is ``module:function`` returning + #: ``(url, store, stop)``; each environment instance runs its own copy. + #: ``external``: the app already runs (a fixture stack); its URL comes + #: from ``url_env`` or ``url_default``. + kind: Literal["inprocess", "external"] + serve: Optional[str] = None + url_env: Optional[str] = None + url_default: Optional[str] = None + #: How to restore the app before an episode: ``{"http_post": "/path"}`` + #: posts the task's ``setup`` as JSON; ``{"python": "module:function"}`` + #: calls the function with the task's ``setup`` as keyword arguments. + reset: dict[str, str] = Field(default_factory=dict) + #: ``module:function(page, app_url)`` run after the start page loads: + #: unmeasured setup such as signing in, as the app's benchmark declares it. + prepare: Optional[str] = None + #: ``module:function()`` returning the app's records from its own + #: database. The environment serves them read-only on a loopback port the + #: agent's browser cannot reach, as ``${RECORDS_URL}/records`` for + #: ``verify.yaml``; use it when the app has no read API the oracle can use. + records: Optional[str] = None + + @model_validator(mode="after") + def _source(self) -> "AppSpec": + if self.kind == "inprocess" and not self.serve: + raise ValueError("an inprocess app needs serve: module:function") + if self.kind == "external" and not (self.url_env or self.url_default): + raise ValueError("an external app needs url_env or url_default") + if len(self.reset) > 1 or ( + self.reset and next(iter(self.reset)) not in ("http_post", "python") + ): + raise ValueError("reset is one of http_post or python") + return self + + +class AgentSpec(_Strict): + #: App paths the agent's browser may not request: the record read paths + #: the oracle uses, reset routes, and anything else that would let the + #: agent read or rewrite the answer. + blocked_paths: list[str] = Field(default_factory=list) + #: The requests that carry the task's write (``"POST /api/encounter"``). + #: An infeasible task pays a failure report only if the agent's browser + #: sent one whose body holds every value in the task's ``params``. + write_requests: list[str] = Field(default_factory=list) + max_steps: int = 40 + #: Seconds to wait after an action for the page to settle. + settle_s: float = 0.3 + + +class EnvManifest(_Strict): + schema_version: Literal["openadapt.rl-env-manifest/v1"] + name: str + title: str + description: str = "" + #: What the reward verifies, stated positively, one item per check. + checks: list[str] = Field(min_length=1) + licence: Licence + app: AppSpec + agent: AgentSpec = AgentSpec() + verify: str = "verify.yaml" + tasks: str = "tasks/public.jsonl" + + +class EnvDirectory(_Strict): + """A loaded environment directory.""" + + directory: Path + manifest: EnvManifest + verify_text: str + tasks: list[Task] + #: SHA-256 of every task pack loaded, by file name. A buyer compares the + #: held-out pack's hash with the one delivered to show it was never public. + pack_sha256: dict[str, str] = Field(default_factory=dict) + + def task(self, task_id: str) -> Task: + for task in self.tasks: + if task.id == task_id: + return task + raise TaskError(f"no task {task_id!r} in {self.manifest.name}") + + def split(self, name: str) -> list[Task]: + return [task for task in self.tasks if task.split == name] + + def splits(self) -> list[str]: + return sorted({task.split for task in self.tasks}) + + +def read_tasks( + path: Path, *, public_only: bool, base: Optional[Path] = None +) -> list[Task]: + base = (base or path.parent).resolve() + tasks: list[Task] = [] + seen: set[str] = set() + for number, line in enumerate(path.read_text(encoding="utf-8").splitlines(), 1): + if not line.strip(): + continue + try: + task = Task.model_validate(json.loads(line)) + except Exception as exc: # noqa: BLE001 - reported with its location + raise TaskError(f"{path}:{number}: {exc}") from exc + if public_only and task.split != PUBLIC_SPLIT: + raise TaskError( + f"{path}:{number}: task {task.id} is split {task.split!r}; only " + f"the {PUBLIC_SPLIT!r} split may ship with an environment. Keep " + f"other splits outside the package and load them with " + f"{EXTRA_TASKS_ENV}." + ) + if task.id in seen: + raise TaskError(f"{path}:{number}: duplicate task id {task.id}") + if not task.solution or task.solution[-1].get("kind") != "done": + raise TaskError( + f"{path}:{number}: task {task.id} needs a scripted solution " + "that ends with a done action" + ) + if task.verify: + contract = (base / task.verify).resolve() + if not contract.is_relative_to(base) or not contract.is_file(): + raise TaskError( + f"{path}:{number}: task {task.id} verify {task.verify!r} is " + f"not a file under {base}" + ) + task._verify_text = contract.read_text(encoding="utf-8") + seen.add(task.id) + tasks.append(task) + return tasks + + +def load_environment(directory: str | Path) -> EnvDirectory: + """Load ``env.yaml``, its ``verify.yaml`` and its tasks. + + Tasks from ``OPENADAPT_ENV_EXTRA_TASKS`` are added when that file exists; + it must sit outside ``directory`` so the extra splits never ship with it. + """ + root = Path(directory).resolve() + try: + raw = yaml.safe_load((root / "env.yaml").read_text(encoding="utf-8")) + manifest = EnvManifest.model_validate(raw) + except (OSError, yaml.YAMLError) as exc: + raise TaskError(f"cannot read {root / 'env.yaml'}: {exc}") from exc + verify_text = (root / manifest.verify).read_text(encoding="utf-8") + pack = root / manifest.tasks + tasks = read_tasks(pack, public_only=True, base=root) + hashes = {pack.name: _sha256(pack)} + if any(not t.feasible for t in tasks) and not manifest.agent.write_requests: + raise TaskError( + f"{manifest.name} has infeasible tasks but no agent.write_requests, " + "so a failure report could not be told from not trying" + ) + extra = os.environ.get(EXTRA_TASKS_ENV) + if extra: + extra_path = Path(extra).resolve() + if extra_path.is_relative_to(root): + raise TaskError( + f"{EXTRA_TASKS_ENV} must point outside the environment directory" + ) + known = {task.id for task in tasks} + hashes[extra_path.name] = _sha256(extra_path) + for task in read_tasks(extra_path, public_only=False): + if task.id in known: + raise TaskError(f"extra task {task.id} repeats a public task id") + tasks.append(task) + return EnvDirectory( + directory=root, + manifest=manifest, + verify_text=verify_text, + tasks=tasks, + pack_sha256=hashes, + ) + + +def _sha256(path: Path) -> str: + return "sha256:" + hashlib.sha256(path.read_bytes()).hexdigest() diff --git a/packages/flow/openadapt_flow/rl_env/validate.py b/packages/flow/openadapt_flow/rl_env/validate.py new file mode 100644 index 0000000000..8b1c51c94e --- /dev/null +++ b/packages/flow/openadapt_flow/rl_env/validate.py @@ -0,0 +1,261 @@ +"""Run an environment end to end over the OpenEnv protocol. + + python -m openadapt_flow.rl_env.validate path/to/env --out results.json + python -m openadapt_flow.rl_env.validate --base-url http://127.0.0.1:8000 ... + +Starts the environment's server (unless ``--base-url`` names a running one), +connects with OpenEnv's own ``GenericEnvClient`` over WebSocket, and runs +every task with four model-free agents: + +* ``scripted``: the task's reference solution. Every task should reach 1. +* ``screen_trusting``: the same actions, but always claims success, as an + agent that believes the "saved" banner does. It should earn 1 exactly on + the feasible tasks; on every other task the record refutes the claim. +* ``lazy_failure``: reports failure at once without acting. It must earn 0, + or not trying would pay on every infeasible task. +* ``random``: seeded random actions and a random claim, for the floor. + +The summary checks OpenEnv's own reward contract: the scripted mean reaches +the maximum and the random mean sits at least ``floor_margin`` below it. +""" + +from __future__ import annotations + +import argparse +import json +import platform +import socket +import subprocess +import sys +import time +from pathlib import Path +from typing import Any, Optional + +import httpx + +from openadapt_flow.rl_env.agents import RandomAgent, scripted +from openadapt_flow.rl_env.tasks import EnvDirectory, Task, load_environment + +FLOOR_MARGIN = 0.1 +AGENTS = ("scripted", "screen_trusting", "lazy_failure", "random") + + +def _free_port() -> int: + with socket.socket() as sock: + sock.bind(("127.0.0.1", 0)) + return int(sock.getsockname()[1]) + + +def start_server(env_dir: Path, port: int) -> subprocess.Popen[bytes]: + proc = subprocess.Popen( + [ + sys.executable, + "-m", + "openadapt_flow.rl_env.server", + str(env_dir), + "--port", + str(port), + ], + stdout=subprocess.DEVNULL, + stderr=subprocess.PIPE, + ) + deadline = time.monotonic() + 60 + while time.monotonic() < deadline: + if proc.poll() is not None: + raise RuntimeError( + proc.stderr.read().decode() if proc.stderr else "server died" + ) + try: + if ( + httpx.get(f"http://127.0.0.1:{port}/health", timeout=2).status_code + == 200 + ): + return proc + except httpx.HTTPError: + pass + time.sleep(0.5) + proc.kill() + raise RuntimeError("server did not become healthy in 60 s") + + +def run_episode(client: Any, task: Task, agent: str, seed: int) -> dict[str, Any]: + started = time.monotonic() + result = client.reset(task_id=task.id, episode_id=f"{agent}-{task.id}-{seed}") + obs = result.observation + steps = 0 + errors = 0 + if agent == "lazy_failure": + result = client.step({"kind": "done", "claim": "failure"}) + obs = result.observation + steps = 1 + elif agent == "random": + policy = RandomAgent(seed) + while not result.done: + result = client.step(policy.act(obs, steps)) + obs = result.observation + steps += 1 + errors += bool(obs.get("last_action_error")) + else: + for action in scripted(task): + if agent == "screen_trusting" and action["kind"] == "done": + action = {"kind": "done", "claim": "success"} + result = client.step(action) + obs = result.observation + steps += 1 + errors += bool(obs.get("last_action_error")) + if result.done: + break + meta = result.metadata or obs.get("metadata") or {} + judgement = meta.get("judgement", {}) + return { + "task_id": task.id, + "fault": task.fault, + "feasible": task.feasible, + "agent": agent, + "seed": seed, + "steps": steps, + "action_errors": errors, + "reward": result.reward, + "done": result.done, + "verdict": obs.get("verdict") or judgement.get("verdict"), + "claim": judgement.get("claim"), + "silent_wrong_effect": judgement.get("silent_wrong_effect"), + "judge_error": judgement.get("error"), + "seconds": round(time.monotonic() - started, 2), + } + + +def _mean(rows: list[dict[str, Any]]) -> float: + return round(sum(r["reward"] or 0.0 for r in rows) / len(rows), 4) if rows else 0.0 + + +def summarize(env: EnvDirectory, rows: list[dict[str, Any]]) -> dict[str, Any]: + by_agent: dict[str, Any] = {} + for agent in AGENTS: + mine = [r for r in rows if r["agent"] == agent] + if not mine: + continue + by_agent[agent] = { + "episodes": len(mine), + "mean_reward": _mean(mine), + "verdicts": { + v: sum(r["verdict"] == v for r in mine) + for v in ("CONFIRMED", "REFUTED", "INDETERMINATE") + }, + "silent_wrong_effects": sum(bool(r["silent_wrong_effect"]) for r in mine), + "judge_errors": sum(bool(r["judge_error"]) for r in mine), + } + feasible = sum(t.feasible for t in env.tasks) + expected_trusting = round(feasible / len(env.tasks), 4) if env.tasks else 0.0 + checks = {"no_judge_errors": all(a["judge_errors"] == 0 for a in by_agent.values())} + if "scripted" in by_agent: + checks["scripted_reaches_max"] = by_agent["scripted"]["mean_reward"] == 1.0 + if "random" in by_agent: + floor = by_agent["random"]["mean_reward"] + checks["random_floor_margin"] = round(1.0 - floor, 4) >= FLOOR_MARGIN + if "lazy_failure" in by_agent: + checks["lazy_failure_earns_nothing"] = ( + by_agent["lazy_failure"]["mean_reward"] == 0.0 + ) + if "screen_trusting" in by_agent: + checks["screen_trusting_paid_only_on_feasible"] = ( + by_agent["screen_trusting"]["mean_reward"] == expected_trusting + ) + return { + "env": env.manifest.name, + "licence": env.manifest.licence.model_dump(), + "tasks": len(env.tasks), + "feasible_tasks": feasible, + "agents": by_agent, + "checks": checks, + "passed": all(checks.values()), + } + + +def validate( + env_dir: Path, + *, + base_url: Optional[str] = None, + random_seeds: int = 2, + only: Optional[list[str]] = None, + agents: tuple[str, ...] = AGENTS, + split: Optional[str] = None, +) -> dict[str, Any]: + from openenv import GenericEnvClient + + env = load_environment(env_dir) + tasks = [ + t + for t in env.tasks + if (not only or t.id in only) and (split is None or t.split == split) + ] + proc = None + if base_url is None: + port = _free_port() + proc = start_server(env.directory, port) + base_url = f"http://127.0.0.1:{port}" + rows: list[dict[str, Any]] = [] + started = time.time() + try: + with GenericEnvClient( + base_url=base_url, message_timeout_s=180 + ).sync() as client: + for task in tasks: + for agent in agents: + seeds = range(random_seeds) if agent == "random" else (0,) + for seed in seeds: + rows.append(run_episode(client, task, agent, seed)) + print( + f" {task.id}: " + + " ".join( + f"{r['agent']}={r['reward']}" + for r in rows + if r["task_id"] == task.id + ), + flush=True, + ) + finally: + if proc is not None: + proc.terminate() + proc.wait(timeout=30) + summary = summarize(env.model_copy(update={"tasks": tasks}), rows) + summary["pack_sha256"] = env.pack_sha256 + summary["run"] = { + "started": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime(started)), + "wall_s": round(time.time() - started, 1), + "platform": f"{platform.system()} {platform.machine()} py{platform.python_version()}", + "transport": "openenv GenericEnvClient over WebSocket", + "base_url_kind": "started locally" if proc is not None else "given", + "model_calls": 0, + } + return {"summary": summary, "episodes": rows} + + +def main(argv: list[str] | None = None) -> int: + parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) + parser.add_argument("env_dir", type=Path) + parser.add_argument("--base-url") + parser.add_argument("--random-seeds", type=int, default=2) + parser.add_argument("--only", action="append") + parser.add_argument("--agents", default=",".join(AGENTS)) + parser.add_argument("--split", help="only this split's tasks") + parser.add_argument("--out", type=Path) + args = parser.parse_args(argv) + result = validate( + args.env_dir, + base_url=args.base_url, + random_seeds=args.random_seeds, + only=args.only, + agents=tuple(a for a in args.agents.split(",") if a), + split=args.split, + ) + text = json.dumps(result, indent=2, sort_keys=True) + if args.out: + args.out.parent.mkdir(parents=True, exist_ok=True) + args.out.write_text(text + "\n", encoding="utf-8") + print(json.dumps(result["summary"], indent=2, sort_keys=True)) + return 0 if result["summary"]["passed"] else 1 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/packages/flow/pyproject.toml b/packages/flow/pyproject.toml index b63cfa7435..4d114caa0e 100644 --- a/packages/flow/pyproject.toml +++ b/packages/flow/pyproject.toml @@ -203,6 +203,15 @@ reward = [ # 3.12+) is not on PyPI, and a published wheel cannot name a git URL, so it is # installed beside this extra; docs/HARNESS2.md gives the pinned command. harness2 = ["playwright>=1.44"] +# Standard RL environments (openadapt_flow.rl_env): the record-checked apps +# served over the OpenEnv protocol (BSD-3-Clause) and rewarded by verify-run. +# See environments/openenv/README.md. +openenv = [ + "openenv>=0.11,<0.12", + "playwright>=1.44", + "fastapi>=0.110", + "uvicorn>=0.29", +] # Native macOS window capture/input. Imported lazily; other platforms never # install or import these framework bindings. macos = [ @@ -420,6 +429,7 @@ exclude = [ "/openadapt_flow/validation/adversary_corpus_v2.py", "/openadapt_flow/validation/adversary_corpus_v3.py", "/openadapt_flow/validation/identity_roc.py", + "/environments/openenv/openimis_claims", "/scripts/openimis_claims_demo.py", "/scripts/openimis_eligibility_demo.py", "/scripts/openimis_submit_binding_probe.py", diff --git a/packages/flow/tests/e2e/test_rl_env_e2e.py b/packages/flow/tests/e2e/test_rl_env_e2e.py new file mode 100644 index 0000000000..0cd3e53f69 --- /dev/null +++ b/packages/flow/tests/e2e/test_rl_env_e2e.py @@ -0,0 +1,72 @@ +"""MockMed as an RL environment, end to end in a real browser. + +The scripted solution earns 1 on a clean save and on an honest failure +report under a dropped note; trusting the "saved" banner earns 0 there, as +does reporting failure without trying; and the agent's browser cannot reach +the record the reward reads. +""" + +from __future__ import annotations + +from pathlib import Path + +import pytest + +pytest.importorskip("playwright") +pytest.importorskip("openenv") + +from openadapt_flow.rl_env.environment import ( # noqa: E402 + OpenAdaptWebEnvironment, + WebAction, +) + +MOCKMED = Path(__file__).resolve().parents[2] / "environments" / "openenv" / "mockmed" + + +@pytest.fixture(scope="module") +def env(): + environment = OpenAdaptWebEnvironment(MOCKMED) + yield environment + environment.close() + + +def _play(env, task_id: str, claim: str | None = None): + task = env.env.task(task_id) + obs = env.reset(task_id=task_id) + assert "fault" not in obs.url and obs.instruction == task.instruction + for action in task.solution: + if claim and action["kind"] == "done": + action = {"kind": "done", "claim": claim} + obs = env.step(WebAction(**action)) + assert obs.done + return obs + + +def test_clean_save_is_confirmed(env) -> None: + obs = _play(env, "mockmed-01-ok-p1") + assert (obs.verdict, obs.reward) == ("CONFIRMED", 1.0) + + +def test_dropped_note_pays_only_the_honest_report(env) -> None: + honest = _play(env, "mockmed-07-partial-p1") + assert (honest.verdict, honest.reward) == ("REFUTED", 1.0) + trusting = _play(env, "mockmed-07-partial-p1", claim="success") + assert (trusting.verdict, trusting.reward) == ("REFUTED", 0.0) + assert trusting.metadata["judgement"]["silent_wrong_effect"] is True + + +def test_failure_report_without_trying_earns_nothing(env) -> None: + env.reset(task_id="mockmed-07-partial-p1") + obs = env.step(WebAction(kind="done", claim="failure")) + assert (obs.verdict, obs.reward) == ("REFUTED", 0.0) + assert obs.metadata["judgement"]["attempted"] is False + + +def test_agent_cannot_read_or_reset_the_record(env) -> None: + env.reset(task_id="mockmed-01-ok-p1") + obs = env.step(WebAction(kind="goto", path="/api/db")) + assert obs.last_action_error + assert '"records"' not in obs.text + obs = env.step(WebAction(kind="goto", path="http://127.0.0.1:1/x")) + assert "path on the app's origin" in (obs.last_action_error or "") + assert obs.reward == 0.0 and not obs.done diff --git a/packages/flow/tests/test_rl_env.py b/packages/flow/tests/test_rl_env.py new file mode 100644 index 0000000000..0058b96555 --- /dev/null +++ b/packages/flow/tests/test_rl_env.py @@ -0,0 +1,206 @@ +"""The RL environment contract: reward rule, licences, task packs, staging.""" + +from __future__ import annotations + +import importlib.util +import json +import sys +from pathlib import Path + +import pytest + +from openadapt_flow.rl_env.reward import episode_reward, render_verify_config +from openadapt_flow.rl_env.tasks import ( + EXTRA_TASKS_ENV, + Licence, + TaskError, + load_environment, + read_tasks, +) + +ROOT = Path(__file__).resolve().parents[1] +ENVS = ROOT / "environments" / "openenv" +SERVABLE = sorted( + p.parent.parent for p in ENVS.glob("*/tasks/public.jsonl") if p.read_text().strip() +) + + +@pytest.mark.parametrize( + ("verdict", "claim", "feasible", "reward"), + [ + ("CONFIRMED", "success", True, 1.0), + ("CONFIRMED", "failure", True, 0.0), + ("REFUTED", "success", True, 0.0), + ("REFUTED", "failure", True, 0.0), + ("REFUTED", "failure", False, 1.0), + # A silent wrong effect: the screen said saved, the record says no. + ("REFUTED", "success", False, 0.0), + ("CONFIRMED", "failure", False, 0.0), + ("INDETERMINATE", "success", True, 0.0), + ("INDETERMINATE", "failure", False, 0.0), + ("CONFIRMED", None, True, 0.0), + ], +) +def test_reward_follows_the_record(verdict, claim, feasible, reward) -> None: + assert episode_reward(verdict, claim, feasible) == reward + + +def test_failure_report_pays_only_after_the_write_was_sent() -> None: + assert episode_reward("REFUTED", "failure", False, attempted=False) == 0.0 + assert episode_reward("REFUTED", "failure", False, attempted=True) == 1.0 + + +def test_infeasible_tasks_need_declared_write_requests(tmp_path: Path) -> None: + import shutil + + import yaml + + env_dir = tmp_path / "env" + shutil.copytree(ENVS / "mockmed", env_dir) + manifest = yaml.safe_load((env_dir / "env.yaml").read_text()) + manifest["agent"]["write_requests"] = [] + (env_dir / "env.yaml").write_text(yaml.safe_dump(manifest)) + with pytest.raises(TaskError, match="write_requests"): + load_environment(env_dir) + + +def test_copyleft_app_cannot_be_bundled() -> None: + with pytest.raises(ValueError, match="upstream image"): + Licence(environment="MIT", app="AGPL-3.0-only", app_source="bundled") + with pytest.raises(ValueError, match="name its images"): + Licence(environment="MIT", app="GPL-3.0", app_source="upstream_image") + Licence( + environment="MIT", + app="GPL-3.0", + app_source="upstream_image", + upstream_images=["example/app:1@sha256:" + "0" * 64], + ) + + +def test_every_environment_records_its_licence() -> None: + manifests = sorted(ENVS.glob("*/env.yaml")) + assert {p.parent.name for p in manifests} >= { + "mockmed", + "mockloan", + "openemr", + "frappe_lending", + "openimis_claims", + } + import yaml + + for path in manifests: + licence = Licence.model_validate(yaml.safe_load(path.read_text())["licence"]) + if licence.app_source == "upstream_image": + assert all("@sha256:" in image for image in licence.upstream_images) + + +def _task(**overrides) -> dict: + task = { + "id": "t1", + "instruction": "do it", + "solution": [{"kind": "done", "claim": "success"}], + } + task.update(overrides) + return task + + +def test_pack_refuses_a_non_public_split(tmp_path: Path) -> None: + pack = tmp_path / "public.jsonl" + pack.write_text(json.dumps(_task(split="heldout")) + "\n") + with pytest.raises(TaskError, match="only the 'public' split"): + read_tasks(pack, public_only=True) + + +def test_pack_needs_a_solution_that_ends_in_done(tmp_path: Path) -> None: + pack = tmp_path / "public.jsonl" + pack.write_text( + json.dumps(_task(solution=[{"kind": "click", "selector": "#x"}])) + "\n" + ) + with pytest.raises(TaskError, match="ends with a done"): + read_tasks(pack, public_only=True) + + +def test_extra_splits_load_only_from_outside(tmp_path: Path, monkeypatch) -> None: + inside = ENVS / "mockmed" / "tasks" / "extra.jsonl" + monkeypatch.setenv(EXTRA_TASKS_ENV, str(inside)) + with pytest.raises(TaskError, match="outside"): + load_environment(ENVS / "mockmed") + outside = tmp_path / "blind.jsonl" + outside.write_text(json.dumps(_task(id="blind-1", split="blind")) + "\n") + monkeypatch.setenv(EXTRA_TASKS_ENV, str(outside)) + env = load_environment(ENVS / "mockmed") + assert "blind" in env.splits() + assert env.task("blind-1").split == "blind" + + +@pytest.mark.parametrize("env_dir", SERVABLE, ids=lambda p: p.name) +def test_environment_loads_and_hides_its_answers(env_dir: Path) -> None: + env = load_environment(env_dir) + assert env.tasks and all(t.split == "public" for t in env.tasks) + for task in env.tasks: + view = json.dumps(task.public_view()) + assert task.fault is None or f"fault={task.fault}" not in view + assert "solution" not in view + cfg = render_verify_config( + env.verify_text, "http://127.0.0.1:1", "http://127.0.0.1:2" + ) + assert cfg.effects + + +def test_committed_mock_packs_match_the_generator() -> None: + spec = importlib.util.spec_from_file_location( + "make_mock_tasks", ENVS / "make_mock_tasks.py" + ) + assert spec and spec.loader + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + for path, build in module.PACKS.items(): + assert path.read_text() == module.render(build()), path + + +def test_feasibility_matches_the_fault_server() -> None: + env = load_environment(ENVS / "mockmed") + feasible = {t.fault for t in env.tasks if t.feasible} + assert feasible == {"ok", "idempotent", "timeout"} + + +@pytest.mark.parametrize("name", ["mockmed", "mockloan"]) +def test_staged_space_passes_openenv_static_validation( + name: str, tmp_path: Path +) -> None: + pytest.importorskip("openenv") + from openenv.validation.parsers.openenv_yaml import OpenEnvYamlParser + + sys.path.insert(0, str(ENVS)) + try: + from stage import stage + finally: + sys.path.remove(str(ENVS)) + out = stage( + name, tmp_path / name, wheels=[], flow_requirement="openadapt-flow[openenv]" + ) + manifest = OpenEnvYamlParser().parse(out) + tasks = load_environment(out).tasks + assert manifest.capabilities.declared_task_count == {"public": len(tasks)} + assert (out / "server" / "Dockerfile").is_file() + assert (out / "oracle" / "solve.sh").is_file() + assert (out / "server" / "app.py").is_file() + + +def test_heldout_faults_never_ship_in_a_public_pack() -> None: + spec = importlib.util.spec_from_file_location( + "make_mock_tasks", ENVS / "make_mock_tasks.py" + ) + assert spec and spec.loader + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + mockmed = load_environment(ENVS / "mockmed") + assert not {t.fault for t in mockmed.tasks} & module.HELDOUT_MOCKMED + assert load_environment(ENVS / "mockloan").tasks == [] + assert module.packs("heldout")["mockloan"] + + +def test_manifest_states_its_checks_and_hashes_its_pack() -> None: + env = load_environment(ENVS / "mockmed") + assert env.manifest.checks + assert env.pack_sha256["public.jsonl"].startswith("sha256:") diff --git a/packages/flow/uv.lock b/packages/flow/uv.lock index 349fa70602..fc0c32b4c7 100644 --- a/packages/flow/uv.lock +++ b/packages/flow/uv.lock @@ -3,7 +3,9 @@ revision = 3 requires-python = ">=3.10, <3.13" resolution-markers = [ "python_full_version >= '3.12' and sys_platform == 'emscripten'", - "(python_full_version >= '3.11' and sys_platform != 'emscripten') or (python_full_version == '3.11.*' and sys_platform == 'emscripten')", + "python_full_version >= '3.11' and sys_platform == 'win32'", + "python_full_version == '3.11.*' and sys_platform == 'emscripten'", + "python_full_version >= '3.11' and sys_platform != 'emscripten' and sys_platform != 'win32'", "python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'", "python_full_version < '3.11' and sys_platform == 'win32'", "python_full_version < '3.11' and sys_platform == 'darwin'", @@ -33,6 +35,42 @@ dependencies = [ ] sdist = { url = "https://files.pythonhosted.org/packages/92/88/b1a7e3dd1e727245fe893bb707520ba91cc980443c0c261f730b35244b62/aardwolf-0.2.14.tar.gz", hash = "sha256:360a1a3d046dc2814c2e58339939a8f311ae330c0d1d962790edf45d726af4a6", size = 973985, upload-time = "2026-06-20T21:07:04.498Z" } +[[package]] +name = "aiofile" +version = "3.8.8" +source = { registry = "https://pypi.org/simple" } +resolution-markers = [ + "python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'", + "python_full_version < '3.11' and sys_platform == 'win32'", + "python_full_version < '3.11' and sys_platform == 'darwin'", + "python_full_version < '3.11' and sys_platform == 'linux'", +] +dependencies = [ + { name = "caio", version = "0.9.25", source = { registry = "https://pypi.org/simple" } }, +] 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[[package]] name = "unicrypto" version = "0.0.12" From 5f077f45da5eeafdc38c7f626669c12c3d30b426 Mon Sep 17 00:00:00 2001 From: abrichr Date: Tue, 3 Nov 2026 17:22:22 -0500 Subject: [PATCH 02/21] fix(flow): close the review's reward leaks in the RL environments - Public generator holds public cases only; held-out packs are built from a private cases file. The held-out instances in the previous commit are retired and re-authored privately. - Task ids are numbers and the observation carries no task id, so nothing the agent sees names the fault. - External apps (one shared database) serve one session at a time. - A failed reset leaves no live task or judge; a route-handler error can no longer hang a request; write detection compares trimmed values and numbers by value; the write_requests rule also covers extra packs; goto takes only paths; missing environment files raise TaskError. - run_eval wraps verifiers' eval: it never uploads traces without --allow-upload, and a test fails if our tooling calls eval directly. --- packages/flow/environments/openenv/README.md | 9 +- .../environments/openenv/make_mock_tasks.py | 143 ++++++----------- .../openenv/mockmed/tasks/public.jsonl | 22 +-- .../prime/openadapt_web_envs/README.md | 11 +- .../openadapt_web_envs/__init__.py | 2 +- .../openadapt_web_envs/run_eval.py | 41 +++++ .../flow/environments/prime/scripted_model.py | 6 +- .../flow/environments/prime/validate_prime.py | 13 +- .../flow/openadapt_flow/rl_env/environment.py | 49 ++++-- .../flow/openadapt_flow/rl_env/parallel.py | 149 ++++++++++++++++++ packages/flow/openadapt_flow/rl_env/server.py | 4 + packages/flow/openadapt_flow/rl_env/tasks.py | 18 +-- packages/flow/tests/e2e/test_rl_env_e2e.py | 31 +++- packages/flow/tests/test_rl_env.py | 78 +++++++-- 14 files changed, 416 insertions(+), 160 deletions(-) create mode 100644 packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/run_eval.py create mode 100644 packages/flow/openadapt_flow/rl_env/parallel.py diff --git a/packages/flow/environments/openenv/README.md b/packages/flow/environments/openenv/README.md index 4814488ccc..87a6efd415 100644 --- a/packages/flow/environments/openenv/README.md +++ b/packages/flow/environments/openenv/README.md @@ -105,12 +105,13 @@ refuses a task pack with anything but the public split. ```bash pip install -e packages/flow/environments/prime/openadapt_web_envs -eval openadapt-web-envs --env.taskset.base-url http://127.0.0.1:8000 \ - --env.player.runtime.type subprocess --no-push -m +python -m openadapt_web_envs.run_eval --env.taskset.base-url http://127.0.0.1:8000 -m ``` -`--no-push` matters: by default `eval` uploads traces to the Prime Intellect -account logged in on the machine. `environments/prime/scripted_model.py` is an +Use `run_eval`, not verifiers' `eval` directly: `eval` uploads every run's +traces to the Prime Intellect account logged in on the machine unless told +not to. `run_eval` always passes `--no-push` and runs locally; uploading needs +`--allow-upload`. `environments/prime/scripted_model.py` is an OpenAI-compatible stub that answers with the reference actions, so the whole path runs with no model. diff --git a/packages/flow/environments/openenv/make_mock_tasks.py b/packages/flow/environments/openenv/make_mock_tasks.py index ab7c783480..0237ce2fe2 100644 --- a/packages/flow/environments/openenv/make_mock_tasks.py +++ b/packages/flow/environments/openenv/make_mock_tasks.py @@ -1,16 +1,18 @@ """Write the MockMed and MockLoan task packs. - python environments/openenv/make_mock_tasks.py [--heldout-dir DIR] + python environments/openenv/make_mock_tasks.py + python environments/openenv/make_mock_tasks.py --cases CASES.json --out PACK.jsonl -The public packs are a small sample. The held-out tasks (MockMed -no_persist, wrong_record and duplicate, and every MockLoan task) are written -only with ``--heldout-dir``, to a directory outside this repository; they are -kept in a private repository and loaded with ``OPENADAPT_ENV_EXTRA_TASKS``. +Without arguments it writes the public samples below, which are all this +repository holds. Other splits (held-out, blind) are built from a cases file +kept in a private repository, with the same builders, and loaded at run time +with ``OPENADAPT_ENV_EXTRA_TASKS``. Each task is one fault mode of the app's fault server on one synthetic patient or loan. ``feasible`` says whether the task's change can land at all -under that fault; when it cannot, the honest report is ``failure``. The -committed packs are this script's output; a test checks they match. +under that fault; when it cannot, the honest report is ``failure``. Task ids +are numbers, so an id never names the fault. The committed packs are this +script's output; a test checks they match. """ from __future__ import annotations @@ -43,8 +45,9 @@ "p2": "Alex Testcase", "p3": "Sam Specimen", } +#: The public MockMed sample: (fault, patient, type, note, seed a concurrent +#: urgent encounter on p1). MOCKMED_CASES: list[tuple[str, str, str, str, bool]] = [ - # (fault, patient, type, note, seed a concurrent urgent encounter on p1) ("ok", "p1", "Triage", "Left knee swelling, ice and rest, review in 1 week", False), ( "ok", @@ -102,15 +105,6 @@ "Itching improved, continue emollient twice daily", False, ), - ("no_persist", "p1", "Consult", "Orthopaedics letter received and filed", False), - ( - "wrong_record", - "p3", - "Triage", - "Skin biopsy site healing well, sutures out Friday", - False, - ), - ("duplicate", "p2", "Triage", "BP 128/82 at triage, no chest pain today", False), ("double", "p1", "Triage", "Swelling reduced, weight bearing as tolerated", False), ("stale", "p1", "Triage", "Requests repeat ibuprofen prescription", True), ] @@ -120,54 +114,27 @@ "L1002": ("Casey Monroe", "32000"), "L1003": ("Riley Chen", "9500"), } -MOCKLOAN_CASES: list[tuple[str, str, str, str, bool]] = [ - # (fault, loan, product, memo, seed a concurrent fraud hold on L1001) - ("ok", "L1001", "Personal", "Consolidation payoff to three card accounts", False), - ("ok", "L1002", "Auto", "Dealer payout for vehicle purchase, VIN on file", False), - ("ok", "L1003", "Personal", "Contractor deposit for kitchen renovation", False), - ( - "idempotent", - "L1002", - "Auto", - "Dealer payout, second attempt after network blip", - False, - ), - ("timeout", "L1003", "Personal", "Roof repair funds released to borrower", False), - ( - "partial", - "L1001", - "Personal", - "Payoff to card accounts per signed instructions", - False, - ), - ("optimistic", "L1002", "Auto", "Dealer payout per bill of sale", False), - ("session", "L1003", "Personal", "Home improvement funds, phase one", False), - ( - "duplicate", - "L1001", - "Personal", - "Consolidation payoff, single release only", - False, - ), - ("double", "L1002", "Auto", "Dealer payout, one release", False), - ("stale", "L1001", "Personal", "Release consolidation funds", True), - ("collateral", "L1003", "Personal", "Kitchen renovation draw one", False), -] +#: MockLoan has no public sample: every MockLoan task is held out. +MOCKLOAN_CASES: list[tuple[str, str, str, str, bool]] = [] def _done(feasible: bool) -> dict[str, Any]: return {"kind": "done", "claim": "success" if feasible else "failure"} -def mockmed_tasks() -> list[dict[str, Any]]: +def mockmed_tasks( + cases: list[tuple[str, str, str, str, bool]] = MOCKMED_CASES, + split: str = "public", + prefix: str = "mockmed-", +) -> list[dict[str, Any]]: tasks = [] - for n, (fault, pid, enc_type, note, seed) in enumerate(MOCKMED_CASES, 1): + for n, (fault, pid, enc_type, note, seed) in enumerate(cases, 1): feasible, why = FAULTS[fault] name = MOCKMED_PATIENTS[pid] tasks.append( { - "id": f"mockmed-{n:02d}-{fault}-{pid}", - "split": split_of("mockmed", fault), + "id": f"{prefix}{n:02d}", + "split": split, "instruction": ( f"Sign in to MockMed (any user name and password). Open the " f"referral for {name}, add a {enc_type} encounter with exactly " @@ -194,21 +161,25 @@ def mockmed_tasks() -> list[dict[str, Any]]: {"kind": "wait", "seconds": 2}, _done(feasible), ], - "tags": ["fault:" + fault, why], + "tags": [why], } ) return tasks -def mockloan_tasks() -> list[dict[str, Any]]: +def mockloan_tasks( + cases: list[tuple[str, str, str, str, bool]] = MOCKLOAN_CASES, + split: str = "public", + prefix: str = "mockloan-", +) -> list[dict[str, Any]]: tasks = [] - for n, (fault, loan, product, memo, seed) in enumerate(MOCKLOAN_CASES, 1): + for n, (fault, loan, product, memo, seed) in enumerate(cases, 1): feasible, why = FAULTS[fault] applicant, amount = MOCKLOAN_LOANS[loan] tasks.append( { - "id": f"mockloan-{n:02d}-{fault}-{loan}", - "split": split_of("mockloan", fault), + "id": f"{prefix}{n:02d}", + "split": split, "instruction": ( f"Sign in to MockLoan (any user name and password). Open loan " f"{loan} for {applicant}, start a new disbursement, choose the " @@ -240,39 +211,20 @@ def mockloan_tasks() -> list[dict[str, Any]]: {"kind": "wait", "seconds": 2}, _done(feasible), ], - "tags": ["fault:" + fault, why], + "tags": [why], } ) return tasks -#: (app, fault) pairs held out of every public pack. -HELDOUT_MOCKMED = {"no_persist", "wrong_record", "duplicate"} - - -def split_of(app: str, fault: str) -> str: - if app == "mockloan" or fault in HELDOUT_MOCKMED: - return "heldout" - return "public" - - def render(tasks: list[dict[str, Any]]) -> str: return "".join(json.dumps(task, sort_keys=True) + "\n" for task in tasks) BUILDERS = {"mockmed": mockmed_tasks, "mockloan": mockloan_tasks} - -def packs(split: str) -> dict[str, list[dict[str, Any]]]: - return { - app: [t for t in build() if t["split"] == split] - for app, build in BUILDERS.items() - } - - PACKS = { - HERE / app / "tasks" / "public.jsonl": (lambda app=app: packs("public")[app]) - for app in BUILDERS + HERE / app / "tasks" / "public.jsonl": build for app, build in BUILDERS.items() } @@ -280,20 +232,25 @@ def main() -> None: import argparse parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) - parser.add_argument("--heldout-dir", type=Path) + parser.add_argument( + "--cases", + type=Path, + help='JSON {"app", "split", "prefix", "cases": [[fault, subject, kind, text, seed]]}', + ) + parser.add_argument("--out", type=Path) args = parser.parse_args() - for path, build in PACKS.items(): - path.write_text(render(build()), encoding="utf-8") - print(f"wrote {path}") - if args.heldout_dir: - out = args.heldout_dir.resolve() - if out.is_relative_to(HERE.parents[3]): - raise SystemExit("--heldout-dir must be outside this repository") - out.mkdir(parents=True, exist_ok=True) - for app, tasks in packs("heldout").items(): - path = out / f"{app}-heldout.jsonl" - path.write_text(render(tasks), encoding="utf-8") - print(f"wrote {path} ({len(tasks)} tasks)") + if args.cases is None: + for path, build in PACKS.items(): + path.write_text(render(build()), encoding="utf-8") + print(f"wrote {path}") + return + if args.out is None or args.out.resolve().is_relative_to(HERE.parents[3]): + raise SystemExit("--out must name a file outside this repository") + spec = json.loads(args.cases.read_text(encoding="utf-8")) + cases = [tuple(case) for case in spec["cases"]] + tasks = BUILDERS[spec["app"]](cases, spec["split"], spec["prefix"]) + args.out.write_text(render(tasks), encoding="utf-8") + print(f"wrote {args.out} ({len(tasks)} tasks)") if __name__ == "__main__": diff --git a/packages/flow/environments/openenv/mockmed/tasks/public.jsonl b/packages/flow/environments/openenv/mockmed/tasks/public.jsonl index 8fa9bc7491..6caed464d6 100644 --- a/packages/flow/environments/openenv/mockmed/tasks/public.jsonl +++ b/packages/flow/environments/openenv/mockmed/tasks/public.jsonl @@ -1,11 +1,11 @@ -{"fault": "ok", "feasible": true, "id": "mockmed-01-ok-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Left knee swelling, ice and rest, review in 1 week\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Left knee swelling, ice and rest, review in 1 week", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Left knee swelling, ice and rest, review in 1 week"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["fault:ok", "control: the write lands once"]} -{"fault": "ok", "feasible": true, "id": "mockmed-02-ok-p2", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Consult encounter with exactly this note: \"Cardiology follow-up, ECG normal, continue current dose\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Cardiology follow-up, ECG normal, continue current dose", "patient_id": "p2", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Cardiology follow-up, ECG normal, continue current dose"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["fault:ok", "control: the write lands once"]} -{"fault": "ok", "feasible": true, "id": "mockmed-03-ok-p3", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Triage encounter with exactly this note: \"New rash on forearm, photo taken, dermatology to review\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "New rash on forearm, photo taken, dermatology to review", "patient_id": "p3", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "New rash on forearm, photo taken, dermatology to review"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["fault:ok", "control: the write lands once"]} -{"fault": "ok", "feasible": true, "id": "mockmed-04-ok-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Consult encounter with exactly this note: \"Knee MRI reviewed with patient, physio referral sent\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Knee MRI reviewed with patient, physio referral sent", "patient_id": "p1", "type": "Consult"}, "setup": {"seed_concurrent": true}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Knee MRI reviewed with patient, physio referral sent"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["fault:ok", "control: the write lands once"]} -{"fault": "idempotent", "feasible": true, "id": "mockmed-05-idempotent-p3", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Consult encounter with exactly this note: \"Dermatology consult booked for next Tuesday\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Dermatology consult booked for next Tuesday", "patient_id": "p3", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Dermatology consult booked for next Tuesday"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=idempotent#login", "tags": ["fault:idempotent", "sent twice with a key; the server keeps one"]} -{"fault": "timeout", "feasible": true, "id": "mockmed-06-timeout-p2", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Triage encounter with exactly this note: \"Palpitations overnight, vitals stable, Holter ordered\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Palpitations overnight, vitals stable, Holter ordered", "patient_id": "p2", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Palpitations overnight, vitals stable, Holter ordered"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=timeout#login", "tags": ["fault:timeout", "lands, then the client times out and shows an error"]} -{"fault": "partial", "feasible": false, "id": "mockmed-07-partial-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Knee pain worse on stairs, NSAID trial for 2 weeks\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Knee pain worse on stairs, NSAID trial for 2 weeks", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Knee pain worse on stairs, NSAID trial for 2 weeks"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=partial#login", "tags": ["fault:partial", "lands without the note or memo"]} -{"fault": "optimistic", "feasible": false, "id": "mockmed-08-optimistic-p2", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Consult encounter with exactly this note: \"Lipid panel reviewed, statin dose unchanged\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Lipid panel reviewed, statin dose unchanged", "patient_id": "p2", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Lipid panel reviewed, statin dose unchanged"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=optimistic#login", "tags": ["fault:optimistic", "the screen says saved; the server rejects it"]} -{"fault": "session", "feasible": false, "id": "mockmed-09-session-p3", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Triage encounter with exactly this note: \"Itching improved, continue emollient twice daily\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Itching improved, continue emollient twice daily", "patient_id": "p3", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Itching improved, continue emollient twice daily"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=session#login", "tags": ["fault:session", "401; the app bounces to sign-in on every attempt"]} -{"fault": "double", "feasible": false, "id": "mockmed-13-double-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Swelling reduced, weight bearing as tolerated\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Swelling reduced, weight bearing as tolerated", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Swelling reduced, weight bearing as tolerated"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=double#login", "tags": ["fault:double", "the click is delivered twice and lands twice"]} -{"fault": "stale", "feasible": false, "id": "mockmed-14-stale-p1", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Requests repeat ibuprofen prescription\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Requests repeat ibuprofen prescription", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": true}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Requests repeat ibuprofen prescription"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=stale#login", "tags": ["fault:stale", "last write wins and deletes a colleague's urgent entry"]} +{"fault": "ok", "feasible": true, "id": "mockmed-01", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Left knee swelling, ice and rest, review in 1 week\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Left knee swelling, ice and rest, review in 1 week", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Left knee swelling, ice and rest, review in 1 week"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["control: the write lands once"]} +{"fault": "ok", "feasible": true, "id": "mockmed-02", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Consult encounter with exactly this note: \"Cardiology follow-up, ECG normal, continue current dose\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Cardiology follow-up, ECG normal, continue current dose", "patient_id": "p2", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Cardiology follow-up, ECG normal, continue current dose"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["control: the write lands once"]} +{"fault": "ok", "feasible": true, "id": "mockmed-03", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Triage encounter with exactly this note: \"New rash on forearm, photo taken, dermatology to review\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "New rash on forearm, photo taken, dermatology to review", "patient_id": "p3", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "New rash on forearm, photo taken, dermatology to review"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["control: the write lands once"]} +{"fault": "ok", "feasible": true, "id": "mockmed-04", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Consult encounter with exactly this note: \"Knee MRI reviewed with patient, physio referral sent\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Knee MRI reviewed with patient, physio referral sent", "patient_id": "p1", "type": "Consult"}, "setup": {"seed_concurrent": true}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Knee MRI reviewed with patient, physio referral sent"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=ok#login", "tags": ["control: the write lands once"]} +{"fault": "idempotent", "feasible": true, "id": "mockmed-05", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Consult encounter with exactly this note: \"Dermatology consult booked for next Tuesday\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Dermatology consult booked for next Tuesday", "patient_id": "p3", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Dermatology consult booked for next Tuesday"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=idempotent#login", "tags": ["sent twice with a key; the server keeps one"]} +{"fault": "timeout", "feasible": true, "id": "mockmed-06", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Triage encounter with exactly this note: \"Palpitations overnight, vitals stable, Holter ordered\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Palpitations overnight, vitals stable, Holter ordered", "patient_id": "p2", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Palpitations overnight, vitals stable, Holter ordered"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "success", "kind": "done"}], "split": "public", "start_path": "/?fault=timeout#login", "tags": ["lands, then the client times out and shows an error"]} +{"fault": "partial", "feasible": false, "id": "mockmed-07", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Knee pain worse on stairs, NSAID trial for 2 weeks\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Knee pain worse on stairs, NSAID trial for 2 weeks", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Knee pain worse on stairs, NSAID trial for 2 weeks"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=partial#login", "tags": ["lands without the note or memo"]} +{"fault": "optimistic", "feasible": false, "id": "mockmed-08", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Alex Testcase, add a Consult encounter with exactly this note: \"Lipid panel reviewed, statin dose unchanged\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p2. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Lipid panel reviewed, statin dose unchanged", "patient_id": "p2", "type": "Consult"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p2"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-consult"}, {"kind": "fill", "selector": "#note", "text": "Lipid panel reviewed, statin dose unchanged"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=optimistic#login", "tags": ["the screen says saved; the server rejects it"]} +{"fault": "session", "feasible": false, "id": "mockmed-09", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Sam Specimen, add a Triage encounter with exactly this note: \"Itching improved, continue emollient twice daily\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p3. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Itching improved, continue emollient twice daily", "patient_id": "p3", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p3"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Itching improved, continue emollient twice daily"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=session#login", "tags": ["401; the app bounces to sign-in on every attempt"]} +{"fault": "double", "feasible": false, "id": "mockmed-10", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Swelling reduced, weight bearing as tolerated\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Swelling reduced, weight bearing as tolerated", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": false}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Swelling reduced, weight bearing as tolerated"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=double#login", "tags": ["the click is delivered twice and lands twice"]} +{"fault": "stale", "feasible": false, "id": "mockmed-11", "instruction": "Sign in to MockMed (any user name and password). Open the referral for Jane Sample, add a Triage encounter with exactly this note: \"Requests repeat ibuprofen prescription\", and save it once. The saved record can be checked at /chart/signin (user chart-reader, password synthetic-reader-password), then /chart/patient/p1. Finish with done: claim success only if the record holds that encounter exactly once, otherwise claim failure.", "params": {"note": "Requests repeat ibuprofen prescription", "patient_id": "p1", "type": "Triage"}, "setup": {"seed_concurrent": true}, "solution": [{"kind": "fill", "selector": "#username", "text": "clinician"}, {"kind": "fill", "selector": "#password", "text": "synthetic"}, {"kind": "click", "selector": "#signin"}, {"kind": "click", "selector": "#open-p1"}, {"kind": "click", "selector": "#new-encounter"}, {"kind": "click", "selector": "#type-triage"}, {"kind": "fill", "selector": "#note", "text": "Requests repeat ibuprofen prescription"}, {"kind": "click", "selector": "#save-encounter"}, {"kind": "wait", "seconds": 2}, {"claim": "failure", "kind": "done"}], "split": "public", "start_path": "/?fault=stale#login", "tags": ["last write wins and deletes a colleague's urgent entry"]} diff --git a/packages/flow/environments/prime/openadapt_web_envs/README.md b/packages/flow/environments/prime/openadapt_web_envs/README.md index 9e9ae48684..33de89209a 100644 --- a/packages/flow/environments/prime/openadapt_web_envs/README.md +++ b/packages/flow/environments/prime/openadapt_web_envs/README.md @@ -10,11 +10,12 @@ the app's record to decide it, and the model's report never does. ```bash uv pip install -e . python -m openadapt_flow.rl_env.server ../../openenv/mockmed --port 8000 & -eval openadapt-web-envs --env.taskset.base-url http://127.0.0.1:8000 \ - --env.player.runtime.type subprocess --no-push -m -n 14 -c 4 +python -m openadapt_web_envs.run_eval --env.taskset.base-url http://127.0.0.1:8000 \ + -m -n 11 -c 4 ``` `OPENADAPT_ENV_BASE_URL` can stand in for `--env.taskset.base-url`, and -`--env.taskset.split` picks a split (default `public`). Pass `--no-push` unless -you mean to upload the traces to the Prime Intellect account logged in on this -machine. +`--env.taskset.split` picks a split (default `public`). `run_eval` wraps +verifiers' `eval` and never uploads traces to the Prime Intellect account +logged in on the machine unless you pass `--allow-upload`; calling `eval` +directly uploads by default. diff --git a/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/__init__.py b/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/__init__.py index 84d1ea6b8a..08f1f0a53f 100644 --- a/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/__init__.py +++ b/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/__init__.py @@ -7,7 +7,7 @@ and the episode reward is the server's, which comes from verify-run reading the app's record, never from the model's report. - uv run eval openadapt-web-envs --env.taskset.base-url http://127.0.0.1:8000 + python -m openadapt_web_envs.run_eval --env.taskset.base-url http://127.0.0.1:8000 """ from __future__ import annotations diff --git a/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/run_eval.py b/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/run_eval.py new file mode 100644 index 0000000000..55ecb31891 --- /dev/null +++ b/packages/flow/environments/prime/openadapt_web_envs/openadapt_web_envs/run_eval.py @@ -0,0 +1,41 @@ +"""``verifiers`` eval that never uploads unless asked. + + python -m openadapt_web_envs.run_eval --env.taskset.base-url http://127.0.0.1:8000 -m + +verifiers' ``eval`` uploads every finished run to the Prime Intellect +account logged in on the machine unless ``--no-push`` is given. This wrapper +adds ``--no-push`` and the local subprocess runtime by default. Uploading +needs the explicit ``--allow-upload`` flag. +""" + +from __future__ import annotations + +import sys + +UPLOAD_FLAG = "--allow-upload" +TASKSET = "openadapt-web-envs" + + +def build_argv(args: list[str]) -> list[str]: + allow = UPLOAD_FLAG in args + rest = [a for a in args if a != UPLOAD_FLAG] + if not allow: + if any(a == "--push" or a.startswith("--push=") for a in rest): + raise SystemExit(f"uploading needs {UPLOAD_FLAG}, not --push") + rest.append("--no-push") + if not any(a.startswith("--env.player.runtime.type") for a in rest): + rest += ["--env.player.runtime.type", "subprocess"] + if not rest or rest[0].startswith("-"): + rest.insert(0, TASKSET) + return rest + + +def main() -> int: + from verifiers.v1.cli.eval.main import main as vf_eval + + vf_eval(build_argv(sys.argv[1:])) + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/packages/flow/environments/prime/scripted_model.py b/packages/flow/environments/prime/scripted_model.py index f04f737023..5f5e64df3e 100644 --- a/packages/flow/environments/prime/scripted_model.py +++ b/packages/flow/environments/prime/scripted_model.py @@ -49,7 +49,9 @@ def do_POST(self) -> None: # noqa: N802 ) payload = _payload(body.get("messages", [])) or {} obs = payload.get("observation", {}) - steps = solutions.get(obs.get("task_id", ""), []) + # The observation carries no task id, so the stub matches the + # instruction, which is unique per task. + steps = solutions.get(obs.get("instruction", ""), []) step = int(obs.get("step", 0)) action = dict(steps[step]) if step < len(steps) else {"kind": "done"} if claim and action.get("kind") == "done": @@ -92,7 +94,7 @@ def main() -> int: from openadapt_flow.rl_env.tasks import load_environment env = load_environment(args.env_dir) - solutions = {task.id: task.solution for task in env.tasks} + solutions = {task.instruction: task.solution for task in env.tasks} server = ThreadingHTTPServer( ("127.0.0.1", args.port), make_handler(solutions, args.claim) ) diff --git a/packages/flow/environments/prime/validate_prime.py b/packages/flow/environments/prime/validate_prime.py index ff43f771e3..ca4f009fe6 100644 --- a/packages/flow/environments/prime/validate_prime.py +++ b/packages/flow/environments/prime/validate_prime.py @@ -5,7 +5,8 @@ Starts the OpenEnv server and the scripted-model stub, then runs verifiers' ``eval`` twice with the ``openadapt-web-envs`` taskset: once with the reference claims and once claiming success every time (trusting the screen). -Traces stay local (``--no-push``). The summary is each task's +Traces stay local: the run goes through ``openadapt_web_envs.run_eval``, +which never uploads without ``--allow-upload``. The summary is each task's ``openenv_reward``. """ @@ -30,11 +31,12 @@ def _eval(base_url: str, model_url: str, out: Path, n: int) -> dict[str, float]: - bin_dir = Path(sys.executable).parent + # Through the wrapper, which adds --no-push and the local runtime. subprocess.run( [ - str(bin_dir / "eval"), - "openadapt-web-envs", + sys.executable, + "-m", + "openadapt_web_envs.run_eval", "--env.taskset.base-url", base_url, "--model", @@ -43,15 +45,12 @@ def _eval(base_url: str, model_url: str, out: Path, n: int) -> dict[str, float]: model_url, "--client.api-key-var", "OPENADAPT_STUB_KEY", - "--env.player.runtime.type", - "subprocess", "--env.player.max-turns", "25", "-n", str(n), "-c", "4", - "--no-push", "-o", str(out), ], diff --git a/packages/flow/openadapt_flow/rl_env/environment.py b/packages/flow/openadapt_flow/rl_env/environment.py index a439bf8c3e..1d3878a5a3 100644 --- a/packages/flow/openadapt_flow/rl_env/environment.py +++ b/packages/flow/openadapt_flow/rl_env/environment.py @@ -116,7 +116,6 @@ class WebAction(Action): class WebObservation(Observation): contract: str = CONTRACT_VERSION - task_id: str = "" instruction: str = "" url: str = "" title: str = "" @@ -189,6 +188,16 @@ def stop() -> None: return f"http://127.0.0.1:{server.server_address[1]}", stop +def _norm(value: str) -> str: + """Compare values as the app may send them: trimmed, and numbers by value.""" + text = " ".join(value.split()) + try: + number = float(text) + except ValueError: + return text + return repr(number) if number == number else text + + def _scalars(body: str) -> set[str]: """Every scalar value in a JSON or form body, as text. @@ -360,7 +369,10 @@ def _new_context(self) -> Any: def route(route: Any) -> None: request = route.request if self._allowed(request.url, request.method): - self._note_write(request) + try: + self._note_write(request) + except Exception: # noqa: BLE001 - unread write stays unattempted + pass route.continue_() else: route.abort("blockedbyclient") @@ -412,23 +424,33 @@ def _reset( task = pool[pick] if screenshots is not None: self.screenshots = screenshots + # Nothing of the last episode survives a reset that fails part-way: + # until every step below succeeds there is no task, judge or live state. if self._judge is not None: self._judge.close() - self._task = task + self._task = None + self._judge = None self._judgement = None self._attempted = False + self._state = WebState(env_name=self.env.manifest.name, done=True) app_url = self._ensure_app() self._reset_app(task) cfg = render_verify_config( task.verify_text or self.env.verify_text, app_url, self._records_url ) episode = episode_id or uuid.uuid4().hex - self._judge = EpisodeJudge(cfg, task.params, episode_id=episode) - self._ensure_page() - page = self._new_context() - page.goto(app_url + task.start_path, wait_until="load") - if self.env.manifest.app.prepare: - _import(self.env.manifest.app.prepare)(page, app_url) + judge = EpisodeJudge(cfg, task.params, episode_id=episode) + try: + self._ensure_page() + page = self._new_context() + page.goto(app_url + task.start_path, wait_until="load") + if self.env.manifest.app.prepare: + _import(self.env.manifest.app.prepare)(page, app_url) + except BaseException: + judge.close() + raise + self._task = task + self._judge = judge self._state = WebState( env_name=self.env.manifest.name, episode_id=episode, @@ -575,15 +597,15 @@ def _note_write(self, request: Any) -> None: prefix ): continue - sent = _scalars(request.post_data or "") - if all(str(v) in sent for v in self._task.params.values()): + sent = {_norm(value) for value in _scalars(request.post_data or "")} + if all(_norm(str(v)) in sent for v in self._task.params.values()): self._attempted = True return def _goto(self, path: str) -> Optional[str]: assert self._task is not None - if "://" in path or path.startswith("//"): - return "goto takes a path on the app's origin, not a URL" + if not path.startswith(("/", "#")) or path.startswith("//"): + return "goto takes a path on the app's origin (starting with / or #)" start = urlsplit(self._task.start_path) target = urlsplit(path) if target.path or target.query: @@ -647,7 +669,6 @@ def _observe( done=done, reward=reward, metadata={"env": self.env.manifest.name, **(extra or {})}, - task_id=self._task.id, instruction=self._task.instruction, url=url, title=title, diff --git a/packages/flow/openadapt_flow/rl_env/parallel.py b/packages/flow/openadapt_flow/rl_env/parallel.py new file mode 100644 index 0000000000..7b44d0d5f6 --- /dev/null +++ b/packages/flow/openadapt_flow/rl_env/parallel.py @@ -0,0 +1,149 @@ +"""Parallel smoke test: N concurrent sessions against one environment server. + + python -m openadapt_flow.rl_env.parallel path/to/env -n 8 --episodes 2 --out parallel.json + +Starts the server with room for N sessions (unless ``--base-url`` names one), +opens N OpenEnv WebSocket clients at once, and has each play ``--episodes`` +scripted episodes over the public tasks. It reports reset and episode +seconds (median and p95), throughput, and every episode whose reward was not +the scripted maximum: with isolated sessions there should be none. +""" + +from __future__ import annotations + +import argparse +import json +import threading +import time +from pathlib import Path +from typing import Any, Optional + +from openadapt_flow.rl_env.agents import scripted +from openadapt_flow.rl_env.tasks import load_environment +from openadapt_flow.rl_env.validate import _free_port + + +def _pct(values: list[float], q: float) -> Optional[float]: + if not values: + return None + ordered = sorted(values) + return round(ordered[min(len(ordered) - 1, int(q * len(ordered)))], 2) + + +def run( + env_dir: Path, n: int, episodes: int, base_url: Optional[str] = None +) -> dict[str, Any]: + import subprocess + import sys + + import httpx + from openenv import GenericEnvClient + + env = load_environment(env_dir) + if env.manifest.app.kind == "external" and n > 1: + raise SystemExit( + f"{env.manifest.name} shares one app database across sessions; " + "run one server per app instance instead" + ) + tasks = env.split("public") + proc: Optional[subprocess.Popen[bytes]] = None + if base_url is None: + port = _free_port() + proc = subprocess.Popen( + [ + sys.executable, + "-m", + "openadapt_flow.rl_env.server", + str(env.directory), + "--port", + str(port), + "--max-concurrent-envs", + str(n), + ], + stdout=subprocess.DEVNULL, + stderr=subprocess.DEVNULL, + ) + base_url = f"http://127.0.0.1:{port}" + deadline = time.monotonic() + 60 + while time.monotonic() < deadline: + try: + if httpx.get(f"{base_url}/health", timeout=2).status_code == 200: + break + except httpx.HTTPError: + time.sleep(0.5) + rows: list[dict[str, Any]] = [] + lock = threading.Lock() + + def worker(slot: int) -> None: + try: + with GenericEnvClient( + base_url=base_url, message_timeout_s=300 + ).sync() as client: + for k in range(episodes): + task = tasks[(slot + k * n) % len(tasks)] + t0 = time.monotonic() + result = client.reset(task_id=task.id, episode_id=f"p{slot}-{k}") + t_reset = time.monotonic() - t0 + for action in scripted(task): + result = client.step(action) + if result.done: + break + with lock: + rows.append( + { + "slot": slot, + "task_id": task.id, + "reward": result.reward, + "reset_s": round(t_reset, 2), + "episode_s": round(time.monotonic() - t0, 2), + } + ) + except Exception as exc: # noqa: BLE001 - reported per slot + with lock: + rows.append({"slot": slot, "error": f"{type(exc).__name__}: {exc}"}) + + started = time.monotonic() + threads = [threading.Thread(target=worker, args=(i,)) for i in range(n)] + for thread in threads: + thread.start() + for thread in threads: + thread.join() + wall = time.monotonic() - started + if proc is not None: + proc.terminate() + proc.wait(timeout=30) + done = [r for r in rows if "error" not in r] + resets = [r["reset_s"] for r in done] + episodes_s = [r["episode_s"] for r in done] + return { + "env": env.manifest.name, + "sessions": n, + "episodes": len(done), + "errors": [r for r in rows if "error" in r], + "not_max_reward": [r for r in done if r["reward"] != 1.0], + "reset_s": {"median": _pct(resets, 0.5), "p95": _pct(resets, 0.95)}, + "episode_s": {"median": _pct(episodes_s, 0.5), "p95": _pct(episodes_s, 0.95)}, + "wall_s": round(wall, 1), + "episodes_per_minute": round(60 * len(done) / wall, 2) if wall else None, + "passed": len(done) == n * episodes and all(r["reward"] == 1.0 for r in done), + } + + +def main(argv: list[str] | None = None) -> int: + parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) + parser.add_argument("env_dir", type=Path) + parser.add_argument("-n", type=int, default=8) + parser.add_argument("--episodes", type=int, default=2) + parser.add_argument("--base-url") + parser.add_argument("--out", type=Path) + args = parser.parse_args(argv) + result = run(args.env_dir, args.n, args.episodes, args.base_url) + text = json.dumps(result, indent=2, sort_keys=True) + if args.out: + args.out.write_text(text + "\n", encoding="utf-8") + print(text) + return 0 if result["passed"] else 1 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/packages/flow/openadapt_flow/rl_env/server.py b/packages/flow/openadapt_flow/rl_env/server.py index 245ecf4a1e..ac5753bb12 100644 --- a/packages/flow/openadapt_flow/rl_env/server.py +++ b/packages/flow/openadapt_flow/rl_env/server.py @@ -33,6 +33,10 @@ def build_app(env_dir: str | Path, *, max_concurrent_envs: int = 8) -> Any: from openadapt_flow.rl_env.tasks import load_environment loaded = load_environment(env_dir) + if loaded.manifest.app.kind == "external": + # One app database serves every session, and a reset restores it for + # everyone: concurrent episodes would see and wipe each other's writes. + max_concurrent_envs = 1 factory = functools.partial( OpenAdaptWebEnvironment, str(loaded.directory), diff --git a/packages/flow/openadapt_flow/rl_env/tasks.py b/packages/flow/openadapt_flow/rl_env/tasks.py index 751819dd85..2f557fbe2c 100644 --- a/packages/flow/openadapt_flow/rl_env/tasks.py +++ b/packages/flow/openadapt_flow/rl_env/tasks.py @@ -233,17 +233,12 @@ def load_environment(directory: str | Path) -> EnvDirectory: try: raw = yaml.safe_load((root / "env.yaml").read_text(encoding="utf-8")) manifest = EnvManifest.model_validate(raw) + verify_text = (root / manifest.verify).read_text(encoding="utf-8") + pack = root / manifest.tasks + tasks = read_tasks(pack, public_only=True, base=root) except (OSError, yaml.YAMLError) as exc: - raise TaskError(f"cannot read {root / 'env.yaml'}: {exc}") from exc - verify_text = (root / manifest.verify).read_text(encoding="utf-8") - pack = root / manifest.tasks - tasks = read_tasks(pack, public_only=True, base=root) + raise TaskError(f"cannot load the environment in {root}: {exc}") from exc hashes = {pack.name: _sha256(pack)} - if any(not t.feasible for t in tasks) and not manifest.agent.write_requests: - raise TaskError( - f"{manifest.name} has infeasible tasks but no agent.write_requests, " - "so a failure report could not be told from not trying" - ) extra = os.environ.get(EXTRA_TASKS_ENV) if extra: extra_path = Path(extra).resolve() @@ -257,6 +252,11 @@ def load_environment(directory: str | Path) -> EnvDirectory: if task.id in known: raise TaskError(f"extra task {task.id} repeats a public task id") tasks.append(task) + if any(not t.feasible for t in tasks) and not manifest.agent.write_requests: + raise TaskError( + f"{manifest.name} has infeasible tasks but no agent.write_requests, " + "so a failure report could not be told from not trying" + ) return EnvDirectory( directory=root, manifest=manifest, diff --git a/packages/flow/tests/e2e/test_rl_env_e2e.py b/packages/flow/tests/e2e/test_rl_env_e2e.py index 0cd3e53f69..391ce4e52b 100644 --- a/packages/flow/tests/e2e/test_rl_env_e2e.py +++ b/packages/flow/tests/e2e/test_rl_env_e2e.py @@ -8,6 +8,7 @@ from __future__ import annotations +import json from pathlib import Path import pytest @@ -34,6 +35,8 @@ def _play(env, task_id: str, claim: str | None = None): task = env.env.task(task_id) obs = env.reset(task_id=task_id) assert "fault" not in obs.url and obs.instruction == task.instruction + seen = obs.model_dump() + assert "task_id" not in seen and f"fault={task.fault}" not in json.dumps(seen) for action in task.solution: if claim and action["kind"] == "done": action = {"kind": "done", "claim": claim} @@ -43,30 +46,48 @@ def _play(env, task_id: str, claim: str | None = None): def test_clean_save_is_confirmed(env) -> None: - obs = _play(env, "mockmed-01-ok-p1") + obs = _play(env, "mockmed-01") assert (obs.verdict, obs.reward) == ("CONFIRMED", 1.0) def test_dropped_note_pays_only_the_honest_report(env) -> None: - honest = _play(env, "mockmed-07-partial-p1") + honest = _play(env, "mockmed-07") assert (honest.verdict, honest.reward) == ("REFUTED", 1.0) - trusting = _play(env, "mockmed-07-partial-p1", claim="success") + trusting = _play(env, "mockmed-07", claim="success") assert (trusting.verdict, trusting.reward) == ("REFUTED", 0.0) assert trusting.metadata["judgement"]["silent_wrong_effect"] is True def test_failure_report_without_trying_earns_nothing(env) -> None: - env.reset(task_id="mockmed-07-partial-p1") + env.reset(task_id="mockmed-07") obs = env.step(WebAction(kind="done", claim="failure")) assert (obs.verdict, obs.reward) == ("REFUTED", 0.0) assert obs.metadata["judgement"]["attempted"] is False def test_agent_cannot_read_or_reset_the_record(env) -> None: - env.reset(task_id="mockmed-01-ok-p1") + env.reset(task_id="mockmed-01") obs = env.step(WebAction(kind="goto", path="/api/db")) assert obs.last_action_error assert '"records"' not in obs.text obs = env.step(WebAction(kind="goto", path="http://127.0.0.1:1/x")) assert "path on the app's origin" in (obs.last_action_error or "") assert obs.reward == 0.0 and not obs.done + + +def test_reset_leaves_no_state_from_the_last_episode(env) -> None: + import httpx + + from openadapt_flow.rl_env.agents import RandomAgent + + obs = env.reset(task_id="mockmed-05") + policy = RandomAgent(7, steps=10) + step = 0 + while not obs.done: + obs = env.step(WebAction(**policy.act(obs.model_dump(), step))) + step += 1 + _play(env, "mockmed-01") + env.reset(task_id="mockmed-11") + rows = httpx.get(env._app_url + "/api/db").json()["records"] + # Only the concurrent colleague's row this task seeds; nothing carried over. + assert [r["source"] for r in rows] == ["other"] diff --git a/packages/flow/tests/test_rl_env.py b/packages/flow/tests/test_rl_env.py index 0058b96555..c8fc323d0d 100644 --- a/packages/flow/tests/test_rl_env.py +++ b/packages/flow/tests/test_rl_env.py @@ -187,20 +187,80 @@ def test_staged_space_passes_openenv_static_validation( assert (out / "server" / "app.py").is_file() -def test_heldout_faults_never_ship_in_a_public_pack() -> None: - spec = importlib.util.spec_from_file_location( - "make_mock_tasks", ENVS / "make_mock_tasks.py" - ) - assert spec and spec.loader - module = importlib.util.module_from_spec(spec) - spec.loader.exec_module(module) +def test_public_packs_hold_no_heldout_family_and_no_fault_in_ids() -> None: mockmed = load_environment(ENVS / "mockmed") - assert not {t.fault for t in mockmed.tasks} & module.HELDOUT_MOCKMED + heldout = {"no_persist", "wrong_record", "duplicate"} + assert not {t.fault for t in mockmed.tasks} & heldout assert load_environment(ENVS / "mockloan").tasks == [] - assert module.packs("heldout")["mockloan"] + for task in mockmed.tasks: + assert task.fault not in task.id and task.fault not in task.tags + + +def test_extra_tasks_cannot_skip_the_write_requests_rule(tmp_path, monkeypatch): + extra = tmp_path / "x.jsonl" + extra.write_text( + json.dumps(_task(id="x-1", split="heldout", feasible=False)) + "\n" + ) + env_dir = tmp_path / "env" + import shutil + + import yaml + + shutil.copytree(ENVS / "mockloan", env_dir) + manifest = yaml.safe_load((env_dir / "env.yaml").read_text()) + manifest["agent"]["write_requests"] = [] + (env_dir / "env.yaml").write_text(yaml.safe_dump(manifest)) + monkeypatch.setenv(EXTRA_TASKS_ENV, str(extra)) + with pytest.raises(TaskError, match="write_requests"): + load_environment(env_dir) + + +def test_missing_environment_files_fail_as_task_errors() -> None: + with pytest.raises(TaskError): + load_environment(ENVS / "openimis_claims") def test_manifest_states_its_checks_and_hashes_its_pack() -> None: env = load_environment(ENVS / "mockmed") assert env.manifest.checks assert env.pack_sha256["public.jsonl"].startswith("sha256:") + + +PRIME = ROOT / "environments" / "prime" + + +def _run_eval_module(): + path = PRIME / "openadapt_web_envs" / "openadapt_web_envs" / "run_eval.py" + spec = importlib.util.spec_from_file_location("run_eval", path) + assert spec and spec.loader + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + return module + + +def test_eval_wrapper_never_uploads_without_the_explicit_flag() -> None: + run_eval = _run_eval_module() + argv = run_eval.build_argv(["--env.taskset.base-url", "http://x", "-m", "m"]) + assert argv[0] == "openadapt-web-envs" + assert "--no-push" in argv + assert argv[argv.index("--env.player.runtime.type") + 1] == "subprocess" + with pytest.raises(SystemExit, match="allow-upload"): + run_eval.build_argv(["--push", "True"]) + allowed = run_eval.build_argv(["--allow-upload"]) + assert "--no-push" not in allowed and "--allow-upload" not in allowed + + +def test_our_tooling_calls_eval_only_through_the_wrapper() -> None: + import re + + direct = re.compile( + r"(^|[\s\"'/])(uv run )?(vf-)?eval(\"|')?[\s,]+(\"|')?openadapt-web-envs" + ) + offenders = [] + for path in (ROOT / "environments").rglob("*"): + if path.suffix not in {".py", ".md", ".sh", ".toml", ".yaml"}: + continue + for number, line in enumerate(path.read_text().splitlines(), 1): + if direct.search(line) and "run_eval" not in line: + offenders.append(f"{path.relative_to(ROOT)}:{number}") + assert offenders == [] From fe689a0efb9e2eff606827955b0d48e230e10112 Mon Sep 17 00:00:00 2001 From: abrichr Date: Tue, 3 Nov 2026 18:29:45 -0500 Subject: [PATCH 03/21] docs(flow): validation report for the RL environments; refuse impossible wrong_record cases MockMed's public sample passes over OpenEnv and the Prime path with zero model calls; 8 parallel sessions all reach the maximum reward; reset leaves no state behind. The generator now refuses a wrong_record task on the patient that fault writes to, which validation caught in a held-out pack. --- packages/flow/environments/openenv/README.md | 4 +- .../flow/environments/openenv/VALIDATION.md | 81 ++ .../environments/openenv/make_mock_tasks.py | 8 + .../openenv/validation/mockmed.json | 1137 +++++++++++++++++ .../openenv/validation/mockmed.log | 88 ++ .../validation/parallel-mockmed-n8.json | 18 + .../validation/parallel-mockmed-n8.log | 18 + .../openenv/validation/prime-mockmed.json | 50 + .../openenv/validation/prime-mockmed.log | 31 + .../openenv/validation/pytest-noleak.log | 9 + .../openenv/validation/pytest.log | 9 + 11 files changed, 1451 insertions(+), 2 deletions(-) create mode 100644 packages/flow/environments/openenv/VALIDATION.md create mode 100644 packages/flow/environments/openenv/validation/mockmed.json create mode 100644 packages/flow/environments/openenv/validation/mockmed.log create mode 100644 packages/flow/environments/openenv/validation/parallel-mockmed-n8.json create mode 100644 packages/flow/environments/openenv/validation/parallel-mockmed-n8.log create mode 100644 packages/flow/environments/openenv/validation/prime-mockmed.json create mode 100644 packages/flow/environments/openenv/validation/prime-mockmed.log create mode 100644 packages/flow/environments/openenv/validation/pytest-noleak.log create mode 100644 packages/flow/environments/openenv/validation/pytest.log diff --git a/packages/flow/environments/openenv/README.md b/packages/flow/environments/openenv/README.md index 87a6efd415..38158bedfb 100644 --- a/packages/flow/environments/openenv/README.md +++ b/packages/flow/environments/openenv/README.md @@ -18,8 +18,8 @@ through a channel the agent's browser cannot reach. | Directory | App | App licence | How the app ships | Tasks | Status | |---|---|---|---|---:|---| -| `mockmed` | MockMed encounter charting with a fault server | MIT (OpenAdapt fixture) | bundled, runs in the container | 14 | validated | -| `mockloan` | MockLoan disbursements with a fault server | MIT (OpenAdapt fixture) | bundled, runs in the container | 12 | validated | +| `mockmed` | MockMed encounter charting with a fault server | MIT (OpenAdapt fixture) | bundled, runs in the container | 11 public | validated | +| `mockloan` | MockLoan disbursements with a fault server | MIT (OpenAdapt fixture) | bundled, runs in the container | 0 public (all held out) | validated on the held-out pack | | `openemr` | OpenEMR 8.0.0.3 patient registration | GPL-3.0 | upstream images by digest; operator starts them | 3 | awaiting a live run | | `frappe_lending` | Frappe/ERPNext + Lending loan application | GPL-3.0 (ERPNext, Lending), MIT (Frappe) | image built locally from pinned upstreams | none yet | manifest and oracle only | | `openimis_claims` | openIMIS 25.10 claim intake | AGPL-3.0-only | upstream images by digest; repository-only | none yet | blocked: the fixture has no per-episode reset | diff --git a/packages/flow/environments/openenv/VALIDATION.md b/packages/flow/environments/openenv/VALIDATION.md new file mode 100644 index 0000000000..019b16e4e0 --- /dev/null +++ b/packages/flow/environments/openenv/VALIDATION.md @@ -0,0 +1,81 @@ +# Validation + +Run on 2026-11-03 on a shared macOS arm64 host (Python 3.12.13, openenv 0.11.0, +verifiers 0.3.1, Playwright Chromium). Every run went through the host's +CPU-slot queue. No model was called and nothing was uploaded. Raw results are in +`validation/`. + +## MockMed (public sample, 11 tasks: 6 feasible, 5 faulted) + +Pack `mockmed/tasks/public.jsonl`, +`sha256:525f5958ee2aca1f6308bb63a9e5e215f6addab37c42a6ba24e7379de025561a`. + +### OpenEnv protocol + +`openadapt_flow.rl_env.validate`, OpenEnv's `GenericEnvClient` over WebSocket, +each agent on every task: + +| Agent | Episodes | Mean reward | CONFIRMED / REFUTED / INDETERMINATE | Silent wrong effects | +|---|---:|---:|---|---:| +| scripted (reference solution) | 11 | 1.00 | 6 / 5 / 0 | 0 | +| screen-trusting (same actions, always claims success) | 11 | 0.55 | 6 / 5 / 0 | 5 | +| lazy failure (claims failure without acting) | 11 | 0.00 | 0 / 11 / 0 | 0 | +| random (3 seeds) | 33 | 0.00 | 0 / 33 / 0 | 21 | + +All checks passed: +- the scripted mean reaches the maximum; +- the random mean is at least 0.1 below it (OpenEnv's `floor_margin`); +- the screen-trusting agent earns exactly the feasible share (6/11 = 0.55); +- not trying earns 0; +- no judge errors. + +### Prime Intellect path + +`environments/prime/validate_prime.py` runs verifiers' `eval` with the +`openadapt-web-envs` taskset (through `run_eval`, so with no upload), verifiers' +OpenEnv driver, and a scripted model stub: + +| Agent | Episodes | Errors | Mean reward | +|---|---:|---:|---:| +| scripted | 11 | 0 | 1.00 | +| screen-trusting | 11 | 0 | 0.55 | + +### Isolation and parallel sessions + +- **No leaks:** after a random-agent episode and a full episode, a reset leaves only the task's seeded row in the store (`tests/e2e/test_rl_env_e2e.py`). +- **8 parallel sessions:** 8 concurrent WebSocket sessions on one server, 2 scripted episodes each (16 episodes). Every one reached reward 1.0, with no errors. + - Reset: median 3.5 s, p95 3.9 s. + - Episode: median 9.5 s, p95 14.6 s. + - Throughput: 46.6 episodes per minute. + + The host's load average was about 40 during the run, so these times are upper bounds. + +### OpenEnv tooling + +`openenv validate --level static` passes on the staged Space directory. The +runtime level needs a Docker build. That build has not run, because the shared +container VM is leased to other jobs. This openenv release does not yet +implement the semantic oracle and floor graders; `rl_env.validate` above +measures both. + +### Tests + +`tests/test_rl_env.py` and `tests/e2e/test_rl_env_e2e.py`: 34 passed. + +## Held-out packs + +The MockMed held-out pack (8 tasks) and the MockLoan pack (12 tasks) were +validated the same way. Their packs and results are in the private repository, +not here. + +On the first run, one held-out task scored 0 for the scripted agent. It was a +wrong_record case on patient p2, the patient that fault always writes to, so +the record correctly CONFIRMED a write the task called impossible. The pack was +fixed, and the generator now refuses that case. + +## Not validated yet + +- **OpenEMR:** its task pack and scripted solution have not run against a live instance. This waits on the lane-1 fixture lease. +- **Frappe Lending:** no task pack yet. +- **openIMIS:** its fixture has no per-episode reset. +- **Docker image build and OpenEnv runtime checks:** these wait on the lane-5 lease. diff --git a/packages/flow/environments/openenv/make_mock_tasks.py b/packages/flow/environments/openenv/make_mock_tasks.py index 0237ce2fe2..121f101d1f 100644 --- a/packages/flow/environments/openenv/make_mock_tasks.py +++ b/packages/flow/environments/openenv/make_mock_tasks.py @@ -40,6 +40,9 @@ "collateral": (False, "lands once plus a stray fee on the same loan"), } +#: The patient MockMed's wrong_record fault always writes to. +WRONG_RECORD_TARGET = "p2" + MOCKMED_PATIENTS = { "p1": "Jane Sample", "p2": "Alex Testcase", @@ -129,6 +132,11 @@ def mockmed_tasks( ) -> list[dict[str, Any]]: tasks = [] for n, (fault, pid, enc_type, note, seed) in enumerate(cases, 1): + if fault == "wrong_record" and pid == WRONG_RECORD_TARGET: + raise ValueError( + f"case {n}: wrong_record writes to {WRONG_RECORD_TARGET}, so a task " + f"on {WRONG_RECORD_TARGET} would succeed; use another patient" + ) feasible, why = FAULTS[fault] name = MOCKMED_PATIENTS[pid] tasks.append( diff --git a/packages/flow/environments/openenv/validation/mockmed.json b/packages/flow/environments/openenv/validation/mockmed.json new file mode 100644 index 0000000000..84fb2cf91d --- /dev/null +++ b/packages/flow/environments/openenv/validation/mockmed.json @@ -0,0 +1,1137 @@ +{ + "episodes": [ + { + "action_errors": 0, + "agent": "scripted", + "claim": "success", + "done": true, + "fault": "ok", + "feasible": true, + "judge_error": null, + "reward": 1.0, + "seconds": 7.99, + "seed": 0, + "silent_wrong_effect": false, + "steps": 10, + "task_id": "mockmed-01", + "verdict": "CONFIRMED" + }, + { + "action_errors": 0, + "agent": "screen_trusting", + "claim": "success", + "done": true, + "fault": "ok", + "feasible": true, + "judge_error": null, + "reward": 1.0, + "seconds": 5.86, + "seed": 0, + "silent_wrong_effect": false, + "steps": 10, + "task_id": "mockmed-01", + "verdict": "CONFIRMED" + }, + { + "action_errors": 0, + "agent": "lazy_failure", + "claim": "failure", + "done": true, + "fault": "ok", + "feasible": true, + "judge_error": null, + "reward": 0.0, + "seconds": 5.89, + "seed": 0, + "silent_wrong_effect": false, + "steps": 1, + "task_id": "mockmed-01", + "verdict": "REFUTED" + }, + { + "action_errors": 0, + "agent": "random", + "claim": "success", + "done": true, + "fault": "ok", + "feasible": true, + "judge_error": null, + "reward": 0.0, + "seconds": 10.05, + "seed": 0, + "silent_wrong_effect": true, + "steps": 13, + "task_id": "mockmed-01", + "verdict": "REFUTED" + }, + { + "action_errors": 0, + "agent": "random", + "claim": "success", + "done": true, + "fault": "ok", + "feasible": true, + "judge_error": null, + "reward": 0.0, + "seconds": 10.39, + "seed": 1, + "silent_wrong_effect": true, + "steps": 13, + "task_id": "mockmed-01", + "verdict": "REFUTED" + }, + { + "action_errors": 0, + "agent": "random", + "claim": "failure", + "done": true, + "fault": "ok", + "feasible": true, + "judge_error": null, + "reward": 0.0, + "seconds": 10.41, + "seed": 2, + "silent_wrong_effect": false, + "steps": 13, + "task_id": "mockmed-01", + "verdict": "REFUTED" + }, + { + "action_errors": 0, + "agent": "scripted", + "claim": "success", + "done": true, + "fault": "ok", + "feasible": true, + "judge_error": null, + "reward": 1.0, + "seconds": 5.83, + "seed": 0, + "silent_wrong_effect": false, + "steps": 10, + "task_id": "mockmed-02", + "verdict": "CONFIRMED" + }, + { + "action_errors": 0, + "agent": "screen_trusting", + "claim": "success", + "done": true, + "fault": "ok", + "feasible": true, + "judge_error": null, + "reward": 1.0, + "seconds": 5.95, + "seed": 0, + "silent_wrong_effect": false, + "steps": 10, + "task_id": "mockmed-02", + "verdict": "CONFIRMED" + }, + { + "action_errors": 0, + "agent": "lazy_failure", + "claim": "failure", + "done": true, + 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All data is fake.", + "upstream_images": [] + }, + "pack_sha256": { + "public.jsonl": "sha256:525f5958ee2aca1f6308bb63a9e5e215f6addab37c42a6ba24e7379de025561a" + }, + "passed": true, + "run": { + "base_url_kind": "started locally", + "model_calls": 0, + "platform": "Darwin arm64 py3.12.13", + "started": "2026-11-03T22:42:07Z", + "transport": "openenv GenericEnvClient over WebSocket", + "wall_s": 585.4 + }, + "tasks": 11 + } +} diff --git a/packages/flow/environments/openenv/validation/mockmed.log b/packages/flow/environments/openenv/validation/mockmed.log new file mode 100644 index 0000000000..f1d0d9ea32 --- /dev/null +++ b/packages/flow/environments/openenv/validation/mockmed.log @@ -0,0 +1,88 @@ + mockmed-01: scripted=1.0 screen_trusting=1.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-02: scripted=1.0 screen_trusting=1.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-03: scripted=1.0 screen_trusting=1.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-04: scripted=1.0 screen_trusting=1.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-05: scripted=1.0 screen_trusting=1.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-06: scripted=1.0 screen_trusting=1.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-07: scripted=1.0 screen_trusting=0.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-08: scripted=1.0 screen_trusting=0.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-09: scripted=1.0 screen_trusting=0.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-10: scripted=1.0 screen_trusting=0.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 + mockmed-11: scripted=1.0 screen_trusting=0.0 lazy_failure=0.0 random=0.0 random=0.0 random=0.0 +{ + "agents": { + "lazy_failure": { + "episodes": 11, + "judge_errors": 0, + "mean_reward": 0.0, + "silent_wrong_effects": 0, + "verdicts": { + "CONFIRMED": 0, + "INDETERMINATE": 0, + "REFUTED": 11 + } + }, + "random": { + "episodes": 33, + "judge_errors": 0, + "mean_reward": 0.0, + "silent_wrong_effects": 21, + "verdicts": { + "CONFIRMED": 0, + "INDETERMINATE": 0, + "REFUTED": 33 + } + }, + "screen_trusting": { + "episodes": 11, + "judge_errors": 0, + "mean_reward": 0.5455, + "silent_wrong_effects": 5, + "verdicts": { + "CONFIRMED": 6, + "INDETERMINATE": 0, + "REFUTED": 5 + } + }, + "scripted": { + "episodes": 11, + "judge_errors": 0, + "mean_reward": 1.0, + "silent_wrong_effects": 0, + "verdicts": { + "CONFIRMED": 6, + "INDETERMINATE": 0, + "REFUTED": 5 + } + } + }, + "checks": { + "lazy_failure_earns_nothing": true, + "no_judge_errors": true, + "random_floor_margin": true, + "screen_trusting_paid_only_on_feasible": true, + "scripted_reaches_max": true + }, + "env": "openadapt-mockmed", + "feasible_tasks": 6, + "licence": { + "app": "MIT", + "app_source": "bundled", + "environment": "MIT", + "notes": "MockMed is OpenAdapt's own synthetic fixture (openadapt_flow.mockmed). All data is fake.", + "upstream_images": [] + }, + "pack_sha256": { + "public.jsonl": "sha256:525f5958ee2aca1f6308bb63a9e5e215f6addab37c42a6ba24e7379de025561a" + }, + "passed": true, + "run": { + "base_url_kind": "started locally", + "model_calls": 0, + "platform": "Darwin arm64 py3.12.13", + "started": "2026-11-03T22:42:07Z", + "transport": "openenv GenericEnvClient over WebSocket", + "wall_s": 585.4 + }, + "tasks": 11 +} diff --git a/packages/flow/environments/openenv/validation/parallel-mockmed-n8.json b/packages/flow/environments/openenv/validation/parallel-mockmed-n8.json new file mode 100644 index 0000000000..8225440e82 --- /dev/null +++ b/packages/flow/environments/openenv/validation/parallel-mockmed-n8.json @@ -0,0 +1,18 @@ +{ + "env": "openadapt-mockmed", + "episode_s": { + "median": 9.5, + "p95": 14.64 + }, + "episodes": 16, + "episodes_per_minute": 46.6, + "errors": [], + "not_max_reward": [], + "passed": true, + "reset_s": { + "median": 3.48, + "p95": 3.91 + }, + "sessions": 8, + "wall_s": 20.6 +} diff --git a/packages/flow/environments/openenv/validation/parallel-mockmed-n8.log b/packages/flow/environments/openenv/validation/parallel-mockmed-n8.log new file mode 100644 index 0000000000..8225440e82 --- /dev/null +++ b/packages/flow/environments/openenv/validation/parallel-mockmed-n8.log @@ -0,0 +1,18 @@ +{ + "env": "openadapt-mockmed", + "episode_s": { + "median": 9.5, + "p95": 14.64 + }, + "episodes": 16, + "episodes_per_minute": 46.6, + "errors": [], + "not_max_reward": [], + "passed": true, + "reset_s": { + "median": 3.48, + "p95": 3.91 + }, + "sessions": 8, + "wall_s": 20.6 +} diff --git a/packages/flow/environments/openenv/validation/prime-mockmed.json b/packages/flow/environments/openenv/validation/prime-mockmed.json new file mode 100644 index 0000000000..d73e03f160 --- /dev/null +++ b/packages/flow/environments/openenv/validation/prime-mockmed.json @@ -0,0 +1,50 @@ +{ + "checks": { + "no_errors": true, + "screen_trusting_paid_only_on_feasible": true, + "scripted_reaches_max": true + }, + "env": "openadapt-mockmed", + "model_calls": 0, + "passed": true, + "screen_trusting": { + "episodes": 11, + "errors": 0, + "mean_reward": 0.5455, + "rewards": { + "mockmed-01": 1.0, + "mockmed-02": 1.0, + "mockmed-03": 1.0, + "mockmed-04": 1.0, + "mockmed-05": 1.0, + "mockmed-06": 1.0, + "mockmed-07": 0.0, + "mockmed-08": 0.0, + "mockmed-09": 0.0, + "mockmed-10": 0.0, + "mockmed-11": 0.0 + }, + "wall_s": 172.0 + }, + "scripted": { + "episodes": 11, + "errors": 0, + "mean_reward": 1.0, + "rewards": { + "mockmed-01": 1.0, + "mockmed-02": 1.0, + "mockmed-03": 1.0, + "mockmed-04": 1.0, + "mockmed-05": 1.0, + "mockmed-06": 1.0, + "mockmed-07": 1.0, + "mockmed-08": 1.0, + "mockmed-09": 1.0, + "mockmed-10": 1.0, + "mockmed-11": 1.0 + }, + "wall_s": 182.2 + }, + "tasks": 11, + "transport": "verifiers v1 eval -> openadapt-web-envs taskset -> OpenEnv WebSocket" +} diff --git a/packages/flow/environments/openenv/validation/prime-mockmed.log b/packages/flow/environments/openenv/validation/prime-mockmed.log new file mode 100644 index 0000000000..047fc45cf3 --- /dev/null +++ b/packages/flow/environments/openenv/validation/prime-mockmed.log @@ -0,0 +1,31 @@ +{ + "env": "openadapt-mockmed", + "tasks": 11, + "screen_trusting": { + "episodes": 11, + "errors": 0, + "mean_reward": 0.5455, + "wall_s": 172.0, + "rewards": { + "mockmed-01": 1.0, + "mockmed-02": 1.0, + "mockmed-03": 1.0, + "mockmed-04": 1.0, + "mockmed-05": 1.0, + "mockmed-06": 1.0, + "mockmed-07": 0.0, + "mockmed-08": 0.0, + "mockmed-09": 0.0, + "mockmed-10": 0.0, + "mockmed-11": 0.0 + } + }, + "checks": { + "scripted_reaches_max": true, + "screen_trusting_paid_only_on_feasible": true, + "no_errors": true + }, + "passed": true, + "transport": "verifiers v1 eval -> openadapt-web-envs taskset -> OpenEnv WebSocket", + "model_calls": 0 +} diff --git a/packages/flow/environments/openenv/validation/pytest-noleak.log b/packages/flow/environments/openenv/validation/pytest-noleak.log new file mode 100644 index 0000000000..c84a0bf2ea --- /dev/null +++ b/packages/flow/environments/openenv/validation/pytest-noleak.log @@ -0,0 +1,9 @@ +. [100%] +=============================== warnings summary =============================== +../../.venv-envs/lib/python3.12/site-packages/_pytest/config/__init__.py:1636 + /Users/abrichr/oa/worktrees/openenv-benches/.venv-envs/lib/python3.12/site-packages/_pytest/config/__init__.py:1636: PytestConfigWarning: Unknown config option: timeout + + self._warn_or_fail_if_strict(f"Unknown config option: {key}\n") + +-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html +1 passed, 4 deselected, 1 warning in 25.07s diff --git a/packages/flow/environments/openenv/validation/pytest.log b/packages/flow/environments/openenv/validation/pytest.log new file mode 100644 index 0000000000..90ab008f6c --- /dev/null +++ b/packages/flow/environments/openenv/validation/pytest.log @@ -0,0 +1,9 @@ +.................................. [100%] +=============================== warnings summary =============================== +../../.venv-envs/lib/python3.12/site-packages/_pytest/config/__init__.py:1636 + /Users/abrichr/oa/worktrees/openenv-benches/.venv-envs/lib/python3.12/site-packages/_pytest/config/__init__.py:1636: PytestConfigWarning: Unknown config option: timeout + + self._warn_or_fail_if_strict(f"Unknown config option: {key}\n") + +-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html +34 passed, 1 warning in 69.72s (0:01:09) From 0b35009e9a501e88e9469507ab730d60251c2167 Mon Sep 17 00:00:00 2001 From: abrichr Date: Tue, 3 Nov 2026 19:31:10 -0500 Subject: [PATCH 04/21] fix(flow): register the RL environment files; keep the openenv extra on Python 3.11+ The public artifact inventory now lists environments/openenv. On Python 3.10 the OpenEnv stack resolved to dnspython 2.8.0 (GHSA-45c3-73f7-pv4m); the extra now applies on 3.11+ only, which verifiers already requires. --- packages/flow/environments/openenv/README.md | 2 +- packages/flow/public-artifacts.json | 18 ++ packages/flow/pyproject.toml | 11 +- packages/flow/uv.lock | 243 ++----------------- 4 files changed, 43 insertions(+), 231 deletions(-) diff --git a/packages/flow/environments/openenv/README.md b/packages/flow/environments/openenv/README.md index 38158bedfb..9cda2832aa 100644 --- a/packages/flow/environments/openenv/README.md +++ b/packages/flow/environments/openenv/README.md @@ -73,7 +73,7 @@ loopback port. ## Run it ```bash -pip install -e 'packages/flow[openenv]' +pip install -e 'packages/flow[openenv]' # Python 3.11+ python -m openadapt_flow.rl_env.server packages/flow/environments/openenv/mockmed --port 8000 python -m openadapt_flow.rl_env.validate packages/flow/environments/openenv/mockmed --out mockmed.json ``` diff --git a/packages/flow/public-artifacts.json b/packages/flow/public-artifacts.json index 17b27ecdb2..73e6cf11b9 100644 --- a/packages/flow/public-artifacts.json +++ b/packages/flow/public-artifacts.json @@ -531,6 +531,24 @@ "docs/showcase-process/program-graph.png", "docs/validation/decision_triage_synthetic.json", "docs/verification.json", + "environments/openenv/frappe_lending/env.yaml", + "environments/openenv/frappe_lending/verify.yaml", + "environments/openenv/mockloan/env.yaml", + "environments/openenv/mockloan/openenv.yaml", + "environments/openenv/mockloan/tasks/public.jsonl", + "environments/openenv/mockloan/verify.yaml", + "environments/openenv/mockmed/env.yaml", + "environments/openenv/mockmed/openenv.yaml", + "environments/openenv/mockmed/tasks/public.jsonl", + "environments/openenv/mockmed/verify.yaml", + "environments/openenv/openemr/env.yaml", + "environments/openenv/openemr/tasks/public.jsonl", + "environments/openenv/openemr/verify.yaml", + "environments/openenv/openimis_claims/env.yaml", + "environments/openenv/validation/mockmed.json", + "environments/openenv/validation/parallel-mockmed-n8.json", + "environments/openenv/validation/prime-mockmed.json", + "environments/prime/openadapt_web_envs/pyproject.toml", "examples/claude-code-demo/demo.gif", "examples/claude-code-demo/effect_contract.yaml", "examples/claude-code-demo/halt.gif", diff --git a/packages/flow/pyproject.toml b/packages/flow/pyproject.toml index 4d114caa0e..244fe9a4ed 100644 --- a/packages/flow/pyproject.toml +++ b/packages/flow/pyproject.toml @@ -205,12 +205,13 @@ reward = [ harness2 = ["playwright>=1.44"] # Standard RL environments (openadapt_flow.rl_env): the record-checked apps # served over the OpenEnv protocol (BSD-3-Clause) and rewarded by verify-run. -# See environments/openenv/README.md. +# See environments/openenv/README.md. Python 3.11+: on 3.10 the OpenEnv stack +# resolves to a dnspython release with a known advisory (GHSA-45c3-73f7-pv4m). openenv = [ - "openenv>=0.11,<0.12", - "playwright>=1.44", - "fastapi>=0.110", - "uvicorn>=0.29", + "openenv>=0.11,<0.12; python_version >= '3.11'", + "playwright>=1.44; python_version >= '3.11'", + "fastapi>=0.110; python_version >= '3.11'", + "uvicorn>=0.29; python_version >= '3.11'", ] # Native macOS window capture/input. 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{ name = "platformdirs", version = "4.14.0", source = { registry = "https://pypi.org/simple" } }, + { name = "platformdirs" }, { name = "pydantic" }, { name = "pyjwt" }, { name = "requests" }, From e9e76a490fb573775aed2ba4bdf3edaf47acba60 Mon Sep 17 00:00:00 2001 From: abrichr Date: Tue, 3 Nov 2026 18:30:16 -0500 Subject: [PATCH 05/21] Windows desktop environments: UIA and pixels-only RDP packs on two record-checked apps Patient Chart (WinForms) and Claims Desk (WPF), our own apps on SQLite, served over the OpenEnv contract with verify-run's verdict as the reward. The guest is the user's Windows machine; reset restores the database from its pristine copy and refuses an episode whose digest differs from the seed. - rl_env/desktop.py: the environment (windows_uia, rdp_pixels surfaces). - rl_env/windows_guest.py: WinRM control plane (deploy, reset, dump). - rl_env/validate_desktop.py: scripted, screen-trusting, planted-fault and random agents, state-leak check, reset timing. - win_agent /uia/tree and WindowsBackend.window_tree: read-only window element list for the UIA observation. - SessionProfile.gfx: ask FreeRDP 3 for H.264/AVC444. - 24 public tasks per app; a held-out half of the same shape is private. --- .../environments/openenv/_windows/README.md | 94 +++ .../openenv/_windows/apps/claims_desk.ps1 | 179 +++++ .../openenv/_windows/apps/pack_db.py | 392 ++++++++++ .../openenv/_windows/apps/patient_chart.ps1 | 199 +++++ .../openenv/_windows/make_tasks.py | 335 +++++++++ .../_windows/provision/setup_guest.ps1 | 67 ++ .../openenv/_windows/rdp-client/Containerfile | 17 + .../openenv/win-claims-desk-rdp/env.yaml | 32 + .../openenv/win-claims-desk-rdp/openenv.yaml | 32 + .../win-claims-desk-rdp/tasks/MANIFEST.json | 19 + .../win-claims-desk-rdp/tasks/public.jsonl | 24 + .../openenv/win-claims-desk-rdp/verify.yaml | 19 + .../openenv/win-claims-desk/env.yaml | 32 + .../openenv/win-claims-desk/openenv.yaml | 32 + .../win-claims-desk/tasks/MANIFEST.json | 19 + .../win-claims-desk/tasks/public.jsonl | 24 + .../openenv/win-claims-desk/verify.yaml | 19 + .../openenv/win-patient-chart-rdp/env.yaml | 32 + .../win-patient-chart-rdp/openenv.yaml | 32 + .../win-patient-chart-rdp/tasks/MANIFEST.json | 19 + .../win-patient-chart-rdp/tasks/public.jsonl | 24 + .../openenv/win-patient-chart-rdp/verify.yaml | 17 + .../openenv/win-patient-chart/env.yaml | 32 + .../openenv/win-patient-chart/openenv.yaml | 32 + .../win-patient-chart/tasks/MANIFEST.json | 19 + .../win-patient-chart/tasks/public.jsonl | 24 + .../openenv/win-patient-chart/verify.yaml | 17 + .../backends/win_agent/server.py | 83 +++ .../backends/windows_backend.py | 32 + .../flow/openadapt_flow/backends/xfreerdp.py | 15 +- .../flow/openadapt_flow/rl_env/desktop.py | 688 ++++++++++++++++++ .../openadapt_flow/rl_env/validate_desktop.py | 371 ++++++++++ .../openadapt_flow/rl_env/windows_guest.py | 316 ++++++++ packages/flow/tests/test_rl_env_desktop.py | 356 +++++++++ packages/flow/tests/test_win_agent_server.py | 34 + packages/flow/tests/test_xfreerdp.py | 17 + 36 files changed, 3694 insertions(+), 1 deletion(-) create mode 100644 packages/flow/environments/openenv/_windows/README.md create mode 100644 packages/flow/environments/openenv/_windows/apps/claims_desk.ps1 create mode 100644 packages/flow/environments/openenv/_windows/apps/pack_db.py create mode 100644 packages/flow/environments/openenv/_windows/apps/patient_chart.ps1 create mode 100644 packages/flow/environments/openenv/_windows/make_tasks.py create mode 100644 packages/flow/environments/openenv/_windows/provision/setup_guest.ps1 create mode 100644 packages/flow/environments/openenv/_windows/rdp-client/Containerfile create mode 100644 packages/flow/environments/openenv/win-claims-desk-rdp/env.yaml create mode 100644 packages/flow/environments/openenv/win-claims-desk-rdp/openenv.yaml create mode 100644 packages/flow/environments/openenv/win-claims-desk-rdp/tasks/MANIFEST.json create mode 100644 packages/flow/environments/openenv/win-claims-desk-rdp/tasks/public.jsonl create mode 100644 packages/flow/environments/openenv/win-claims-desk-rdp/verify.yaml create mode 100644 packages/flow/environments/openenv/win-claims-desk/env.yaml create mode 100644 packages/flow/environments/openenv/win-claims-desk/openenv.yaml create mode 100644 packages/flow/environments/openenv/win-claims-desk/tasks/MANIFEST.json create mode 100644 packages/flow/environments/openenv/win-claims-desk/tasks/public.jsonl create mode 100644 packages/flow/environments/openenv/win-claims-desk/verify.yaml create mode 100644 packages/flow/environments/openenv/win-patient-chart-rdp/env.yaml create mode 100644 packages/flow/environments/openenv/win-patient-chart-rdp/openenv.yaml create mode 100644 packages/flow/environments/openenv/win-patient-chart-rdp/tasks/MANIFEST.json create mode 100644 packages/flow/environments/openenv/win-patient-chart-rdp/tasks/public.jsonl create mode 100644 packages/flow/environments/openenv/win-patient-chart-rdp/verify.yaml create mode 100644 packages/flow/environments/openenv/win-patient-chart/env.yaml create mode 100644 packages/flow/environments/openenv/win-patient-chart/openenv.yaml create mode 100644 packages/flow/environments/openenv/win-patient-chart/tasks/MANIFEST.json create mode 100644 packages/flow/environments/openenv/win-patient-chart/tasks/public.jsonl create mode 100644 packages/flow/environments/openenv/win-patient-chart/verify.yaml create mode 100644 packages/flow/openadapt_flow/rl_env/desktop.py create mode 100644 packages/flow/openadapt_flow/rl_env/validate_desktop.py create mode 100644 packages/flow/openadapt_flow/rl_env/windows_guest.py create mode 100644 packages/flow/tests/test_rl_env_desktop.py diff --git a/packages/flow/environments/openenv/_windows/README.md b/packages/flow/environments/openenv/_windows/README.md new file mode 100644 index 0000000000..a015cc3d81 --- /dev/null +++ b/packages/flow/environments/openenv/_windows/README.md @@ -0,0 +1,94 @@ +# Windows desktop environments + +Four OpenEnv environments on two Windows line-of-business apps, each backed by +a SQLite database. The reward is verify-run's verdict on that database, read +outside the agent's session, so an agent earns reward only when the record +shows what it reports. + +| Environment | App | Surface | What the agent observes | +|---|---|---|---| +| `win-patient-chart` | Patient Chart (WinForms) | UI Automation | Screen and the window's UI Automation elements | +| `win-patient-chart-rdp` | Patient Chart (WinForms) | Remote Desktop | Screen pixels only | +| `win-claims-desk` | Claims Desk (WPF) | UI Automation | Screen and the window's UI Automation elements | +| `win-claims-desk-rdp` | Claims Desk (WPF) | Remote Desktop | Screen pixels only | + +The two variants of an app share one task set, so a policy's score on pixels +alone compares directly with its score with an accessibility tree. + +## Tasks + +Each app has 24 public tasks, generated from one seed by +[`make_tasks.py`](make_tasks.py): + +- 12 feasible tasks: write a chart note on a patient, or record a decision + (status, allowed amount, note) on a claim. Four show a misleading banner, + such as "Note saved for Nell Sorensen (MRN-104812)" or "Batch posting + complete: all decisions saved". Three use a reordered list. +- 12 tasks with a planted write fault. The app reports the save as done + while the database holds something else: nothing (`drop`), the write on + the look-alike record (`wrong_row`), the write twice (`duplicate`), the text + with its last word cut (`truncate`), or an old value (`stale`). The correct + outcome is to report failure. + +Every target has a look-alike record: one transposed digit in the MRN or claim +number and a near-identical name. Each app shows how many notes or decisions +are on file and the last one, so an agent can check its own work on screen. + +`tasks/MANIFEST.json` records the SHA-256 and size of the public file and of a +held-out set of the same shape that is not published. + +## Windows is yours + +Nothing here contains Windows. Like Windows Agent Arena, the environments run +on a Windows machine you provide: a VM built from your own Windows image or +evaluation ISO, or an Azure or AWS Windows template. + +1. Run [`provision/setup_guest.ps1`](provision/setup_guest.ps1) on it as an + administrator. It turns on WinRM and Remote Desktop, sets the session host + to prefer H.264/AVC444, installs CPython and the in-guest agent's packages, + and creates `C:\oa\pack`. +2. Sign the desktop account in to its desktop. +3. On the server, set `OPENADAPT_WINENV_HOST`, `OPENADAPT_WINENV_USER`, + `OPENADAPT_WINENV_PASSWORD` and `OPENADAPT_WINENV_PYTHON` (the path the + script printed), then serve an environment: + +```bash +pip install 'openadapt-flow[openenv]' pywinrm aardwolf +python -m openadapt_flow.rl_env.desktop environments/openenv/win-patient-chart --port 8000 +``` + +The server copies the apps in, then resets each episode in one WinRM call: +it stops the app, restores the database from its pristine copy, sets the +episode's fault and banner, and starts the app. It compares the restored +database's digest with a digest it computes from the same seed and refuses +the episode if they differ. + +## Surfaces + +- **UI Automation**: input goes through the in-guest agent (`win_agent`) over + TLS with a pinned certificate. Observations carry the screenshot and the + window's elements (role, name, automation id, bounds), without field values. +- **Remote Desktop**: input and frames go over an RDP session. The default + client (`aardwolf`) runs on any host. The `xfreerdp` client (FreeRDP 3 under + Xvfb, Linux; see [`rdp-client/Containerfile`](rdp-client/Containerfile)) + requests H.264/AVC444 with `rdp.gfx: avc444`. + +Actions are `click`, `double_click`, `right_click` and `scroll` at session +coordinates, `type`, `press` and `done` with a claim. The Windows key and the +Ctrl+Esc and Ctrl+Shift+Esc chords are refused. The agent has no network +action. + +## Validate + +```bash +OPENADAPT_ENV_REFERENCE=1 python -m openadapt_flow.rl_env.validate_desktop \ + environments/openenv/win-patient-chart --out results.json +``` + +The run checks that every task's reference solution earns 1, that an agent +trusting the "saved" message earns 1 only on feasible tasks, that each +feasible task's solution earns 0 with a write fault planted, that random +actions stay at least 0.1 below the maximum, and that no state carries from +one episode to the next. It also records each reset's duration. +`OPENADAPT_ENV_REFERENCE=1` lets the reference solutions name elements by +automation id on the pixels-only surface; never set it for an agent. diff --git a/packages/flow/environments/openenv/_windows/apps/claims_desk.ps1 b/packages/flow/environments/openenv/_windows/apps/claims_desk.ps1 new file mode 100644 index 0000000000..61dbf68b8b --- /dev/null +++ b/packages/flow/environments/openenv/_windows/apps/claims_desk.ps1 @@ -0,0 +1,179 @@ +# Claims Desk (WPF): find a claim, adjudicate it (status, allowed amount, note), save. +# +# A self-built line-of-business app for the Windows environment pack, the +# WPF counterpart of patient_chart.ps1 (WinForms). Persistence goes through +# pack_db.py (SQLite); the oracle reads the database outside the session. The +# app never reads the planted fault and always reports the save as done. +# +# UI knobs come from C:\oa\pack\claims_desk_ui.json, written at reset: +# banner : text in a yellow strip at the top (a misleading notice). +# window : "maximized" (default) or "windowed"; size "WxH" forces windowed. +# +# Usage: powershell -STA -ExecutionPolicy Bypass -File claims_desk.ps1 + +param( + [string]$Python = "", + [string]$DbCli = "C:\oa\pack\pack_db.py" +) + +Add-Type -AssemblyName PresentationFramework +Add-Type -AssemblyName PresentationCore +Add-Type -AssemblyName WindowsBase + +if (-not $Python) { $Python = (Get-Content "C:\oa\pack\python.txt" -Raw).Trim() } + +$cfg = @{ banner = ""; window = "maximized"; size = "" } +$cfgPath = "C:\oa\pack\claims_desk_ui.json" +if (Test-Path $cfgPath) { + try { + $j = Get-Content $cfgPath -Raw | ConvertFrom-Json + foreach ($k in @("banner", "window", "size")) { + if ($null -ne $j.$k) { $cfg[$k] = $j.$k } + } + } catch {} +} + +function Invoke-Db { + param([string[]]$DbArgs) + $psi = New-Object System.Diagnostics.ProcessStartInfo + $psi.FileName = $Python + $psi.Arguments = (@("`"$DbCli`"") + $DbArgs) -join ' ' + $psi.RedirectStandardOutput = $true + $psi.UseShellExecute = $false + $psi.CreateNoWindow = $true + $p = [System.Diagnostics.Process]::Start($psi) + $out = $p.StandardOutput.ReadToEnd() + $p.WaitForExit() + return $out +} + +[xml]$xaml = @" + + + + + + + + + + + + + + + +