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It reads the app's data/get through the computer, takes the typed views of its files and evaluates each check: no
model, no code from the task. It grades once the app's files settle, since an app can save a few seconds after the
last change: each result's settled says whether they had held for SETTLE_WINDOW_S, or were still changing at
SETTLE_BOUND_S and the last read was graded. A failure to reach the app raises, so the run fails rather than scoring
the agent.
"""
import asyncio
import hashlib
import json
import math
import re
import time
from agentenv_protocol import client as protocol
from agentenv_protocol.types import RPC_PATH
APP = "sqlitebrowser"
CHECKS = [
{"id": "check-1", "kind": "row_present", "file": "Documents/contacts.db", "table": "customers", "where": {"id": 3, "email": "priya.raman@example.com"}},
{"id": "rest-of-row", "kind": "row_present", "file": "Documents/contacts.db", "table": "customers", "where": {"id": 3, "name": "Priya Raman", "phone": "555-0103", "city": "Denver"}},
{"id": "other-customer", "kind": "row_present", "file": "Documents/contacts.db", "table": "customers", "where": {"id": 5, "name": "Grace Whitfield", "email": "grace.whitfield@example.com"}},
{"id": "no-rows-added", "kind": "row_count", "file": "Documents/contacts.db", "table": "customers", "equals": 6},
]
#: The app's data/get is read this often until its files settle.
SETTLE_INTERVAL_S = 0.5
#: How long each file's bytes must hold, from the first read or the last change, before the views are graded.
SETTLE_WINDOW_S = 3.0
#: When the last read is graded though the files are still changing.
SETTLE_BOUND_S = 15.0
#: Where a data/get file part names its path in the home.
DATA_OBJECTS = "urn:agentenv:data-objects/v1"
MISSING = object()
INDEX = re.compile(r"0|[1-9][0-9]*")
VIEW_FORMATS = ("text", "json", "keyfile", "xml")
NUMERAL = re.compile(r"[+-]?(?:[0-9]+(?:\.[0-9]*)?|\.[0-9]+)(?:[eE][+-]?[0-9]+)?")
WHITESPACE_RUN = re.compile(r"[ \t\r\n]+")
def _shown(value) -> str:
text = json.dumps(value, ensure_ascii=False, separators=(",", ":"))
return text if len(text) <= 200 else text[:200] + "…"
def _same(actual, expected) -> bool:
"""JSON equality: numbers by value but never a boolean for a number, objects by their keys, arrays in order."""
if isinstance(expected, list):
return (isinstance(actual, list) and len(actual) == len(expected)
and all(_same(item, wanted) for item, wanted in zip(actual, expected)))
if isinstance(expected, dict):
return (isinstance(actual, dict) and len(actual) == len(expected)
and all(key in actual and _same(actual[key], value) for key, value in expected.items()))
if isinstance(expected, bool) or isinstance(actual, bool):
return isinstance(expected, bool) and isinstance(actual, bool) and actual == expected
if isinstance(expected, (int, float)):
return isinstance(actual, (int, float)) and actual == expected
return type(actual) is type(expected) and actual == expected
def _bracketed(token: str) -> bool:
return len(token) >= 2 and token.startswith("[") and token.endswith("]")
def _selector(token: str):
"""A selector's conditions, [KEY=VALUE] or [@KEY=VALUE] one or more times, or None when the token is not one."""
if not _bracketed(token):
return None
conditions = []
for part in token[1:-1].split("]["):
key, equals, value = part.partition("=")
name = key[1:] if key.startswith("@") else key
if not equals or not name:
return None
conditions.append((key.startswith("@"), name, value))
return conditions
def _selects(member, conditions) -> bool:
"""Whether an array member meets every condition; selectors compare strings only."""
if not isinstance(member, dict):
return False
for attribute, key, value in conditions:
fields = member.get("attributes") if attribute else member
if not isinstance(fields, dict) or not isinstance(fields.get(key), str) or fields[key] != value:
return False
return True
def _step(items: list, token: str, last: bool):
"""One step into an array, by index or by a selector that must match one member, or none when it is the last."""
if INDEX.fullmatch(token):
return ("member", items[int(token)]) if int(token) < len(items) else ("none", None)
conditions = _selector(token)
if conditions is None:
return ("unresolved", f"{token} is not a selector of the form [KEY=VALUE]") if _bracketed(token) else (
"none", None)
matched = [item for item in items if _selects(item, conditions)]
if len(matched) == 1:
return "member", matched[0]
if len(matched) > 1:
return "unresolved", f"{token} matches {len(matched)} members, not one"
return ("none" if last else "unresolved"), f"{token} matches no member"
def _locate(view, pointer: str):
"""Where a pointer leads: ("value", value), ("none", why or None) or ("unresolved", problem), with the pointers
to the arrays a selector searched on the way."""
current, searched = view, []
segments = pointer[1:].split("/")
for position, segment in enumerate(segments):
token = segment.replace("~1", "/").replace("~0", "~")
if isinstance(current, list):
if not INDEX.fullmatch(token) and _selector(token) is not None:
searched.append("".join("/" + part for part in segments[:position]))
kind, found = _step(current, token, position == len(segments) - 1)
if kind != "member":
return kind, found, searched
current = found
elif isinstance(current, dict) and token in current:
current = current[token]
else:
return "none", None, searched
return "value", current, searched
def _number(value):
"""A number, or a numeral string read as one; None for anything else, a boolean, or a numeral past the doubles."""
if isinstance(value, bool):
return None
if isinstance(value, (int, float)):
return value
if not isinstance(value, str) or not NUMERAL.fullmatch(value):
return None
number = float(value)
return number if math.isfinite(number) else None
def _entry_leaves_out(entry) -> bool:
return isinstance(entry, dict) and (isinstance(entry.get("view_error"), str) or (
entry.get("format") in ("text", "xml") and isinstance(entry.get("view"), dict)
and entry["view"].get("truncated") is True))
def _viewless_entry(view, pointer: str):
"""The name of the entry whose view a pointer goes into when it has none, so its null is no JSON value, and
why: binary, unread, or of a format without a view; None when it has one."""
parts = pointer[1:].split("/")
if len(parts) < 3 or parts[0] != "entries" or parts[2] != "view":
return None
kind, item, _ = _locate(view, "/entries/" + parts[1])
if kind != "value" or not isinstance(item, dict):
return None
if isinstance(item.get("view_error"), str):
reason = f"has no view: {item['view_error']}"
elif item.get("format") == "binary":
reason = "is binary and has no view"
elif item.get("format") not in VIEW_FORMATS:
reason = "has no view"
else:
return None
return (item["name"] if isinstance(item.get("name"), str) else ""), reason
def _array_leaves_out(form, view, array: str) -> bool:
"""Whether an array a selector searched may lack members: in a zip the listing or its entry's view, else the
view's own truncation."""
if form != "zip":
return _truncated(form, view)
if array == "/entries":
return isinstance(view, dict) and view.get("truncated") is True
return _zip_leaves_out(view, array)
def _zip_leaves_out(view, pointer: str) -> bool:
"""Whether a zip view leaves out what a pointer reaches: for a pointer into one listed entry, only that entry."""
if not isinstance(view, dict):
return False
parts = pointer[1:].split("/")
if parts[0] == "entries" and len(parts) > 1:
kind, entry, _ = _locate(view, "/entries/" + parts[1])
return _entry_leaves_out(entry) if kind == "value" else view.get("truncated") is True
entries = view.get("entries") if isinstance(view.get("entries"), list) else []
return view.get("truncated") is True or any(_entry_leaves_out(entry) for entry in entries)
def _truncated(form, view) -> bool:
if not isinstance(view, dict):
return False
if form in ("text", "xml"):
return view.get("truncated") is True
if form != "sqlite":
return False
tables = view.get("tables")
return view.get("tables_truncated") is True or any(
isinstance(table, dict) and (table.get("truncated") is True or isinstance(table.get("error"), str))
for table in (tables.values() if isinstance(tables, dict) else []))
def _view_of(check, entry, form):
"""The view, whether it is truncated, and why the check cannot read it; an absent file reads as empty."""
if entry is None:
return None, False, None
if isinstance(entry.get("error"), str):
return None, False, f"{check['file']} has no view: {entry['error']}"
if entry.get("format") in (None, "binary"):
return None, False, f"{check['file']} is binary and has no view"
if form is not None and entry.get("format") != form:
return None, False, f"{check['file']} is read as {entry.get('format')}, not {form}"
return entry.get("view"), _truncated(entry.get("format"), entry.get("view")), None
def _undecided(check):
return False, f"the view of {check['file']} is truncated, so what it leaves out is unknown"
def _compared(check, n: int, what: str):
operator = next(key for key in ("equals", "at_least", "at_most") if check.get(key) is not None)
expected = check[operator]
met = n == expected if operator == "equals" else n >= expected if operator == "at_least" else n <= expected
return met, f"{n} {what}, expected {operator.replace('_', ' ')} {expected}"
def _lines(check, entry):
view, truncated, problem = _view_of(check, entry, "text")
if problem is not None:
return False, problem
lines = view.get("lines") if isinstance(view, dict) and isinstance(view.get("lines"), list) else []
lines = [line for line in lines if isinstance(line, str)]
file = check["file"]
if check["kind"] == "lines_present":
missing = next((line for line in check["lines"] if line not in lines), None)
return (True, f"{file} has the line(s) {_shown(check['lines'])}") if missing is None else (
False, f"{file} has no line {_shown(missing)}")
if truncated:
return _undecided(check)
if check["kind"] == "lines_absent":
found = next((line for line in check["lines"] if line in lines), None)
return (True, f"{file} has none of the lines {_shown(check['lines'])}") if found is None else (
False, f"{file} still has the line {_shown(found)}")
if check.get("contains") is not None:
n = sum(1 for line in lines if check["contains"] in line)
return _compared(check, n, f"line(s) of {file} contain {_shown(check['contains'])}")
n = sum(1 for line in lines if line == check["exact"])
return _compared(check, n, f"line(s) of {file} match {_shown(check['exact'])}")
def _near(at: str, found, expected, tolerance):
"""A value compared within a tolerance: numbers, and numeral strings, by their difference."""
number = _number(found)
within = f"within {_shown(tolerance)} of {_shown(expected)}"
if number is None:
return False, f"{at} is {_shown(found)}, not a number"
if abs(number - expected) <= tolerance:
return True, f"{at} is {_shown(found)}, {within}"
return False, f"{at} is {_shown(found)}, not {within}"
def _value(check, entry):
view, truncated, problem = _view_of(check, entry, None)
if problem is not None:
return False, problem
kind, found, searched = ("none", None, []) if entry is None else _locate(view, check["pointer"])
at = f"{check['file']} at {check['pointer']}"
viewless = _viewless_entry(view, check["pointer"]) if entry is not None and entry.get("format") == "zip" else None
if viewless is not None:
return False, f"{check['file']} entry {viewless[0]} {viewless[1]}"
# A selector tells one member from several only in an array the view holds whole.
if any(_array_leaves_out(entry.get("format"), view, array) for array in searched):
return _undecided(check)
if kind == "unresolved":
return False, f"{at}: {found}"
if entry is not None and entry.get("format") == "zip":
truncated = _zip_leaves_out(view, check["pointer"])
if check["kind"] == "value_equals" and isinstance(check["value"], (dict, list)) and truncated:
return _undecided(check)
if check["kind"] == "value_equals":
if kind == "none":
return False, f"{at} has no value" if found is None else f"{at}: {found}"
expected = check["value"]
if check.get("tolerance") is not None and isinstance(expected, (int, float)) and not isinstance(expected, bool):
return _near(at, found, expected, check["tolerance"])
if _same(found, check["value"]):
return True, f"{at} is {_shown(check['value'])}"
return False, f"{at} is {_shown(found)}, not {_shown(check['value'])}"
if truncated:
return _undecided(check)
return (True, f"{at} has no value") if kind == "none" else (False, f"{at} is {_shown(found)}")
def _is_element(value) -> bool:
return (isinstance(value, dict) and isinstance(value.get("name"), str) and isinstance(value.get("attributes"), dict)
and isinstance(value.get("children"), list))
def _element_text(element) -> str:
"""An element's text as XPath's string() reads it from what the view keeps: every text node among its children
and its descendants', in document order."""
parts, pending = [], [element]
while pending:
node = pending.pop()
if isinstance(node, str):
parts.append(node)
elif _is_element(node):
pending.extend(reversed(node["children"]))
return "".join(parts)
def _collapse_whitespace(text: str) -> str:
"""Each run of XML whitespace (space, tab, CR, LF) made one space, none at either end, as normalize-space()."""
return WHITESPACE_RUN.sub(" ", text).strip(" ")
def _text_at(view, pointer: str) -> bool:
"""Whether a string a pointer reaches is text of the document: a member of an element's children (a text node)
or attributes (an attribute's value), rather than an element's name or a field of the DOCTYPE."""
segments = pointer.split("/")
if len(segments) < 3 or segments[-2] not in ("children", "attributes"):
return False
kind, owner, _ = _locate(view, "/".join(segments[:-2]))
return kind == "value" and _is_element(owner)
def _not_xml_entry(check, view):
"""Why a text check's pointer into an archive goes into no XML entry's view, or None when it does or names an
entry not listed."""
parts = check["pointer"].split("/")
if len(parts) < 4 or parts[3] != "view":
return f"{check['file']} at {check['pointer']} does not point into an entry's view"
if parts[1] != "entries":
return None
kind, item, _ = _locate(view, "/entries/" + parts[2])
if kind != "value" or not isinstance(item, dict) or item.get("format") == "xml":
return None
# An entry without a view failed before this, so its format is one with a view.
name, form = (value if isinstance(value, str) else "" for value in (item.get("name"), item.get("format")))
return f"{check['file']} entry {name} is read as {form}, not xml"
def _whole_text(check, entry):
"""An element's whole text, or a text node's, compared with the value or searched for it."""
view, truncated, problem = _view_of(check, entry, None)
if problem is not None:
return False, problem
at = f"{check['file']} at {check['pointer']}"
if entry is None:
return False, f"{at} has no value"
form = entry.get("format")
if form not in ("xml", "zip"):
return False, f"{check['file']} is read as {form}, not xml"
kind, found, searched = _locate(view, check["pointer"])
viewless = _viewless_entry(view, check["pointer"]) if form == "zip" else None
if viewless is not None:
return False, f"{check['file']} entry {viewless[0]} {viewless[1]}"
if any(_array_leaves_out(form, view, array) for array in searched):
return _undecided(check)
problem = _not_xml_entry(check, view) if form == "zip" else None
if problem is not None:
return False, problem
if kind == "unresolved":
return False, f"{at}: {found}"
if kind == "none":
return False, f"{at} has no value" if found is None else f"{at}: {found}"
if not (_text_at(view, check["pointer"]) if isinstance(found, str) else _is_element(found)):
return False, f"{at} is {_shown(found)}, not an element, a text node or an attribute value"
# A text node is whole. An element's text in a cut view may lack what the cut dropped from its middle.
if form == "zip":
truncated = _zip_leaves_out(view, check["pointer"])
if not isinstance(found, str) and truncated:
return _undecided(check)
return _compared_text(check, at, _element_text(found))
def _compared_text(check, at: str, found: str):
"""A text found at a pointer compared with the check's value or searched for it, both collapsed when it asks."""
collapse = check.get("normalize_whitespace") is True
text = _collapse_whitespace(found) if collapse else found
value = _collapse_whitespace(check["value"]) if collapse else check["value"]
how = " with whitespace collapsed" if collapse else ""
if check["kind"] == "text_equals":
if text == value:
return True, f"{at} has the text {_shown(value)}{how}"
return False, f"{at} has the text {_shown(text)}{how}, not {_shown(value)}"
if value in text:
return True, f"{at} has text containing {_shown(value)}{how}"
return False, f"{at} has the text {_shown(text)}{how}, without {_shown(value)}"
def _rows(check, entry):
view, _, problem = _view_of(check, entry, "sqlite")
if problem is not None:
return False, problem
view = view if isinstance(view, dict) else {}
tables = view.get("tables") if isinstance(view.get("tables"), dict) else {}
table = tables[check["table"]] if check["table"] in tables else MISSING
name = f"{check['file']} table {check['table']}"
if table is MISSING and view.get("tables_truncated") is True:
return _undecided(check)
table = table if isinstance(table, dict) else {}
if isinstance(table.get("error"), str):
return False, f"{name} could not be read: {table['error']}"
columns = table.get("columns") if isinstance(table.get("columns"), list) else []
rows = table.get("rows") if isinstance(table.get("rows"), list) else []
where = check.get("where") or {}
def matches(row) -> bool:
return isinstance(row, list) and all(
column in columns and columns.index(column) < len(row) and _same(row[columns.index(column)], value)
for column, value in where.items())
n = sum(1 for row in rows if matches(row))
if check["kind"] == "row_present":
return (n > 0, f"{name} has a row with {_shown(where)}" if n > 0 else f"{name} has no row with {_shown(where)}")
if table.get("truncated") is True:
return _undecided(check)
if check["kind"] == "row_absent":
return (True, f"{name} has no row with {_shown(where)}") if n == 0 else (
False, f"{name} has {n} row(s) with {_shown(where)}")
return _compared(check, n, f"row(s) of {name}" + (f" with {_shown(where)}" if "where" in check else ""))
def _verdict(check, entry):
kind = check["kind"]
if kind == "file_present":
return (entry is not None, f"{check['file']} exists" if entry is not None else f"{check['file']} does not exist")
if kind == "file_absent":
return (entry is None, f"{check['file']} does not exist" if entry is None else f"{check['file']} exists")
if kind in ("lines_present", "lines_absent", "line_count"):
return _lines(check, entry)
if kind in ("value_equals", "value_absent"):
return _value(check, entry)
if kind in ("text_equals", "text_contains"):
return _whole_text(check, entry)
return _rows(check, entry)
def evaluate(checks: list, views: dict) -> list:
"""One result per check against the views data/get returned, by home path."""
results = []
for check in checks:
passed, description = _verdict(check, views.get(check["file"]))
results.append({"id": check["id"], "result": passed, "description": description})
return results
def _files(answer) -> list:
"""Each file data/get returned, by its home path or its place among the parts, with the SHA-256 of its bytes as
sent: what changes when the app saves."""
files = []
for index, part in enumerate(answer.parts):
if part.kind != "file":
continue
marker = (getattr(part, "metadata", None) or {}).get(DATA_OBJECTS)
path = marker.get("path") if isinstance(marker, dict) else None
content = getattr(part.file, "bytes", None) or getattr(part.file, "uri", None) or ""
files.append((path if isinstance(path, str) else f"#{index}", hashlib.sha256(content.encode()).hexdigest()))
return sorted(files)
async def _read(url):
answer = await protocol.get_data(url, timeout=120)
states = [part.data["state"] for part in answer.parts
if part.kind == "data" and isinstance(part.data.get("state"), dict)]
if not states:
raise RuntimeError(f"the {APP} app's data/get returned no state views")
return states[0], _files(answer)
async def _settled_views(url):
"""The app's views once each file's bytes have held for SETTLE_WINDOW_S, counted from the first read or the last
change, read every SETTLE_INTERVAL_S; at SETTLE_BOUND_S, the last read's. And whether they had held."""
start = time.monotonic()
views, files = await _read(url)
# Offsets from the first read's start: a read on time starts on a whole interval.
at = since = 0.0
while at - since < SETTLE_WINDOW_S and at < SETTLE_BOUND_S:
await asyncio.sleep(max(0.0, at + SETTLE_INTERVAL_S - (time.monotonic() - start)))
at = max(at + SETTLE_INTERVAL_S, time.monotonic() - start)
views, latest = await _read(url)
if latest != files:
since, files = at, latest
return views, at - since >= SETTLE_WINDOW_S
async def verify(mcp_url, env_url):
card = await protocol.get_card(env_url)
child = protocol.find_child(card, APP)
if child is None:
raise RuntimeError(f"the computer at {env_url} lists no app named {APP}")
views, settled = await _settled_views(env_url + (child.get("url") or RPC_PATH).removesuffix(RPC_PATH))
return [{**result, "settled": settled} for result in evaluate(CHECKS, views)]
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