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1835 1836 1837 1838 1839 1840 1841 1842 1843 1844 1845 1846 1847 1848 1849 1850 1851 1852 1853 1854 1855 1856 1857 1858 1859 1860 1861 1862 1863 1864 1865 1866 1867 1868 1869 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 1885 1886 1887 1888 1889 1890 1891 1892 1893 1894 1895 1896 1897 1898 1899 1900 1901 1902 1903 1904 1905 1906 1907 1908 1909 1910 1911 1912 1913 1914 1915 1916 1917 1918 1919 1920 1921 1922 1923 1924 1925 1926 1927 1928 1929 1930 1931 1932 1933 1934 1935 1936 1937 1938 1939 1940 1941 1942 1943 1944 1945 1946 1947 1948 1949 1950 1951 1952 1953 1954 1955 1956 1957 1958 1959 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 1974 1975 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 | """End to end coverage for sources, notebooks, generation, Launchpad and settings. External services
(feeds, LLM, ElevenLabs, renderer, social APIs) are stubbed at their module seams."""
import time
import uuid
from datetime import UTC, datetime, timedelta
import httpx
import pytest
from app.models import (
Artifact,
CalendarItem,
Document,
EngagementEvent,
Job,
SocialAccount,
Source,
TrackedLink,
UsageEvent,
UserSavedVoice,
Workspace,
)
from app.services.email import ConsoleEmailProvider
from tests.conftest import last_code
FEED = """<?xml version="1.0"?>
<rss version="2.0"><channel><title>Ada Writes</title><link>https://ada.example.com</link>
<item><title>On Pricing</title><link>https://ada.example.com/p/on-pricing</link>
<pubDate>Mon, 03 Mar 2025 10:00:00 GMT</pubDate>
<description><![CDATA[<h2>Why price high</h2><p>Charging more made my readers take the work seriously.</p>
<p>The paid tier doubled after I raised the price to ten dollars.</p>]]></description></item>
<item><title>Writing Every Day</title><link>https://ada.example.com/p/writing-every-day</link>
<pubDate>Tue, 04 Jun 2024 10:00:00 GMT</pubDate>
<description><![CDATA[<p>I write five hundred words before breakfast.</p>
<p>Habits beat inspiration.</p>]]></description>
</item></channel></rss>"""
class FakeResponse:
def __init__(self, status: int = 200, text: str = "", content_type: str = "application/rss+xml",
url: str = "", json_data=None):
self.status_code = status
self.text = text
self.content = text.encode()
self.headers = {"content-type": content_type}
self.url = url
self._json = json_data
def json(self):
return self._json
def raise_for_status(self):
if self.status_code >= 400:
raise httpx.HTTPStatusError("bad", request=None, response=self)
def fake_web(routes: dict):
def get(url, *args, **kwargs):
for prefix, resp in routes.items():
if url.startswith(prefix):
resp.url = url
return resp
return FakeResponse(404, "not found", "text/html", url)
return get
@pytest.fixture()
def auth(client):
client.post("/api/auth/email/register/start", json={"email": "ada@example.com", "password": "stardust-42",
"name": "Ada Lovelace"})
r = client.post("/api/auth/email/register/verify", json={"email": "ada@example.com", "code": last_code()})
return {"Authorization": f"Bearer {r.json()['access_token']}"}
@pytest.fixture()
def feed(monkeypatch):
monkeypatch.setattr(httpx, "get", fake_web({"https://ada.example.com/feed": FakeResponse(200, FEED)}))
@pytest.fixture()
def llm(monkeypatch):
"""Canned outputs per signature. Tests override entries in the returned dict."""
from app.llm import run
outputs: dict = {}
calls: list[str] = []
def predict(signature, *, db, workspace_id, job=None, lm=None, **inputs):
name = signature.__name__
calls.append(name)
value = outputs[name]
return value(**inputs) if callable(value) else value
monkeypatch.setattr(run, "predict", predict)
outputs["_calls"] = calls
return outputs
def connect(client, auth, run_jobs):
r = client.post("/api/sources", json={"url": "ada.example.com"}, headers=auth)
assert r.status_code == 200, r.text
jobs = run_jobs()
assert jobs[0].status == "done", jobs[0].error
return r.json()["source"]
def docs(client, auth):
return client.get("/api/documents", headers=auth).json()["items"]
# Storage
def test_local_storage_signed_urls(client):
from app.services.storage import storage
storage.put_bytes("ws/x/file.txt", b"0123456789")
url = storage.presign_get("ws/x/file.txt").split("8000", 1)[1]
assert client.get(url).content == b"0123456789"
ranged = client.get(url, headers={"Range": "bytes=2-4"})
assert ranged.status_code == 206 and ranged.content == b"234"
assert client.get(url.replace("sig=", "sig=0")).status_code == 403
expired = storage._signed("GET", "ws/x/file.txt", -10)
assert client.get(expired.split("8000", 1)[1]).status_code == 403
put = storage.presign_put("ws/x/new.bin", "application/octet-stream").split("8000", 1)[1]
assert client.put(put, content=b"abc").status_code == 200
assert storage.get_bytes("ws/x/new.bin") == b"abc"
assert client.get(url.replace("file.txt", "new.bin")).status_code == 403 # signature is per key
# Sources
def test_connect_rejects_missing_feed(client, auth, monkeypatch):
monkeypatch.setattr(httpx, "get", fake_web({}))
r = client.post("/api/sources", json={"url": "nobody.substack.com"}, headers=auth)
assert r.status_code == 422
assert r.json()["detail"]["code"] == "feed_not_found"
ARTICLE = "<html><head><title>{t}</title></head><body><article><h1>{t}</h1><p>{body}</p></article></body></html>"
def test_connect_site_without_feed_crawls_posts(client, auth, run_jobs, monkeypatch):
body = "A long paragraph about writing in public. " * 10
monkeypatch.setattr(httpx, "get", fake_web({
"https://site.example.com/blog/first": FakeResponse(200, ARTICLE.format(t="First", body=body), "text/html"),
"https://site.example.com/blog/second": FakeResponse(200, ARTICLE.format(t="Second", body=body), "text/html"),
"https://site.example.com/blog": FakeResponse(200, (
'<html><head><title>Site Blog</title></head><body><a href="/blog/first">1</a>'
'<a href="/blog/second">2</a><a href="/about">About</a><a href="/logo.png">x</a></body></html>'
), "text/html"),
}))
r = client.post("/api/sources", json={"url": "https://site.example.com/blog"}, headers=auth)
assert r.status_code == 200, r.text
assert r.json()["source"]["platform"] == "website"
assert r.json()["source"]["feed_url"] == "site:https://site.example.com/blog"
jobs = run_jobs()
assert jobs[0].status == "done", jobs[0].error
assert {d["title"] for d in docs(client, auth)} == {"First", "Second"}
def test_crawl_uses_firecrawl_when_configured(monkeypatch):
from app.pipeline import ingest
from app.services import firecrawl
monkeypatch.setattr(firecrawl, "enabled", lambda: True)
monkeypatch.setattr(firecrawl, "map_site", lambda url, limit: [
"https://js.example.com/", "https://js.example.com/blog/rendered-post", "https://js.example.com/privacy",
])
text = "Rendered by JavaScript, still readable. " * 10
monkeypatch.setattr(firecrawl, "scrape", lambda url: {
"markdown": f"# Rendered Post\n\n{text}\n\n See [the docs](https://x).",
"metadata": {"title": "Rendered Post", "sourceURL": url, "publishedTime": "2026-05-01T10:00:00Z"},
})
entries = ingest.crawl_site("https://js.example.com", 10)
assert [e.title for e in entries] == ["Rendered Post"]
assert entries[0].published_at.year == 2026
body = entries[0].sections[0][1]
assert "See the docs." in body and "[the docs]" not in body
assert "" in [t for _, t in entries[0].sections][0] # images kept for answers
def test_firecrawl_is_main_path_except_substack(feed, monkeypatch):
from app.pipeline import ingest
from app.services import firecrawl
monkeypatch.setattr(firecrawl, "enabled", lambda: True)
found = ingest.discover_feed("https://ada.example.com/feed")
assert (found.platform, found.feed_url, found.title) == ("website", "site:https://ada.example.com", "Ada Writes")
monkeypatch.setattr(httpx, "get", fake_web({"https://ada.substack.com/feed": FakeResponse(200, FEED)}))
assert ingest.discover_feed("ada.substack.com").platform == "substack"
def test_connect_ingest_read_and_delete(client, auth, run_jobs, feed, db_session):
source = connect(client, auth, run_jobs)
assert source["title"] == "Ada Writes"
items = docs(client, auth)
assert {d["title"] for d in items} == {"On Pricing", "Writing Every Day"}
listed = client.get("/api/sources", headers=auth).json()
assert listed[0]["document_count"] == 2 and listed[0]["sync_status"] == "ok"
post = client.get(f"/api/documents/{items[0]['id']}", headers=auth).json()
assert post["lines"][0] == "---" and any("paid tier" in ln or "breakfast" in ln for ln in post["lines"])
assert client.get("/api/documents", params={"q": "breakfast"}, headers=auth).json()["total"] == 1
# Re-sync is a no-op for unchanged posts.
client.post(f"/api/sources/{source['id']}/sync", headers=auth)
assert run_jobs()[0].result["skipped"] == 2
r = client.delete(f"/api/sources/{source['id']}", headers=auth)
assert r.json()["removed_posts"] == 2
assert docs(client, auth) == []
def test_import_url_and_markdown_upload(client, auth, run_jobs, monkeypatch):
article = FakeResponse(200, "<html><head><title>Loose Post</title>"
"<meta property='article:published_time' content='2024-01-02T00:00:00Z'></head>"
"<body><article><h1>Loose Post</h1><p>Standalone essay text lives here.</p>"
"</article></body></html>", "text/html")
monkeypatch.setattr(httpx, "get", fake_web({"https://elsewhere.example.com/essay": article}))
r = client.post("/api/sources/url", json={"url": "https://elsewhere.example.com/essay"}, headers=auth)
assert r.status_code == 200
assert run_jobs()[0].status == "done"
start = client.post("/api/storage/uploads", json={"filename": "notes.md", "content_type": "text/markdown",
"size_bytes": 60}, headers=auth).json()
client.put(start["upload_url"].split("8000", 1)[1], content=b"# Field Notes\n\n## Day one\nIt rained all day.\n")
client.post(f"/api/storage/uploads/{start['upload_id']}/complete", headers=auth)
r = client.post("/api/sources/upload", json={"upload_id": start["upload_id"]}, headers=auth)
assert run_jobs()[0].status == "done", r.text
titles = {d["title"] for d in docs(client, auth)}
assert titles == {"Loose Post", "Field Notes"}
sources = client.get("/api/sources", headers=auth).json()
assert len(sources) == 1 and sources[0]["is_imports"]
# Notebooks
def test_notebook_crud_chat_history_and_summary(client, auth, run_jobs, feed, llm, db_session):
connect(client, auth, run_jobs)
items = docs(client, auth)
pricing = next(d for d in items if d["title"] == "On Pricing")
nb = client.post("/api/notebooks", json={"title": "Money", "document_ids": [pricing["id"]]}, headers=auth).json()
assert nb["added"] == 1
assert client.patch(f"/api/notebooks/{nb['id']}", json={"title": "Pricing"}, headers=auth).json()["title"] == \
"Pricing"
listed = client.get("/api/notebooks", headers=auth).json()
assert listed[0]["document_count"] == 1
path = pricing["path"]
llm["SummarizeNotebook"] = {
"summary": "Raising prices worked [1]. Also the moon is cheese [2].",
"themes": ["Pricing"],
"citations": [{"marker": 1, "path": path, "line_start": 12, "line_end": 14},
{"marker": 2, "path": "sources/fake.md", "line_start": 1, "line_end": 2}],
}
art = client.post("/api/artifacts/generate", json={"type": "summary", "notebook_id": nb["id"]},
headers=auth).json()
assert art["job"]["status"] == "queued"
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready"
assert len(done["content"]["citations"]) == 1 # the invented citation was dropped
assert "[2]" not in done["content"]["summary"]
assert client.get(f"/api/notebooks/{nb['id']}", headers=auth).json()["summary"].startswith("Raising")
# Chat history endpoints
from app.models import Chat, Message
chat = Chat(workspace_id=db_session.get(Source, uuid.UUID(pricing["source_id"])).workspace_id,
notebook_id=uuid.UUID(nb["id"]), title="q")
db_session.add(chat)
db_session.flush()
db_session.add(Message(chat_id=chat.id, role="user", content="Why price high?"))
db_session.commit()
chats = client.get(f"/api/notebooks/{nb['id']}/chats", headers=auth).json()
assert chats[0]["id"] == str(chat.id)
assert client.get(f"/api/notebooks/chats/{chat.id}/messages", headers=auth).json()[0]["text"] == "Why price high?"
client.delete(f"/api/notebooks/{nb['id']}/documents/{pricing['id']}", headers=auth)
assert client.get(f"/api/notebooks/{nb['id']}", headers=auth).json()["documents"] == []
assert client.delete(f"/api/notebooks/{nb['id']}", headers=auth).status_code == 200
def test_summary_of_empty_notebook_fails_cleanly(client, auth, run_jobs, llm):
nb = client.post("/api/notebooks", json={"title": "Empty"}, headers=auth).json()
art = client.post("/api/artifacts/generate", json={"type": "summary", "notebook_id": nb["id"]},
headers=auth).json()
job = run_jobs()[0]
assert job.status == "failed" and job.attempts == 1 # permanent, no retries
assert client.get(f"/api/artifacts/{art['id']}", headers=auth).json()["status"] == "failed"
# Topics, voice, resurfacing
def test_topic_map_and_notebook_from_topic(client, auth, run_jobs, feed, llm):
connect(client, auth, run_jobs)
llm["ExtractTopics"] = lambda title, **_: {"topics": [
{"name": "Pricing" if "Pricing" in title else "Habits", "weight": 0.9},
{"name": "Writing Business", "weight": 0.5},
{"name": "Writing business", "weight": 0.4},
]}
llm["ConsolidateTopics"] = {"groups": [
{"canonical": "Writing Business", "members": ["Writing Business", "Writing business"],
"summary": "Making writing pay."},
]}
client.post("/api/topics/rebuild", headers=auth)
assert run_jobs()[0].status == "done"
graph = client.get("/api/topics", headers=auth).json()
names = {n["name"]: n for n in graph["nodes"]}
assert set(names) == {"Pricing", "Habits", "Writing Business"}
assert names["Writing Business"]["post_count"] == 2
assert len(graph["edges"]) == 2
detail = client.get(f"/api/topics/{names['Writing Business']['id']}", headers=auth).json()
assert len(detail["posts"]) == 2
# Insight: Habits was only written about in 2024, long before the archive's recent window.
assert names["Habits"]["status"] == "dormant" and names["Pricing"]["recent_posts"] == 1
assert len(names["Pricing"]["timeline"]) == 12 and sum(names["Writing Business"]["timeline"]) == 2
assert graph["galaxies"] and graph["galaxies"][0]["name"] == "Writing Business"
assert graph["insights"]["dormant"][0]["name"] == "Habits"
assert graph["insights"]["pairs"][0]["posts"] == 1
assert {r["name"] for r in detail["related"]} == {"Pricing", "Habits"}
assert detail["first_at"] < detail["last_at"]
nb = client.post(f"/api/notebooks/from-topic/{names['Pricing']['id']}", headers=auth).json()
assert nb["added"] == 1
def topic_metas(session_factory) -> dict[str, dict]:
with session_factory() as db:
return {d.title: d.metadata_json or {} for d in db.query(Document).filter(Document.path.is_not(None))}
def test_a_post_the_model_fails_on_is_tried_again(client, auth, run_jobs, feed, llm, monkeypatch, session_factory):
from app.pipeline import generate
monkeypatch.setattr(generate, "TAG_BACKOFF", (0.0, 0.0))
connect(client, auth, run_jobs)
tries: dict[str, int] = {}
def extract(title, **_):
tries[title] = tries.get(title, 0) + 1
if tries[title] == 1:
raise TimeoutError("the model timed out") # once per post: the second try works
if tries[title] == 2 and "Pricing" in title:
return {"topics": []} # an empty answer is not a result: tried a third time
return {"topics": [{"name": "Writing", "weight": 0.8}]}
llm["ExtractTopics"] = extract
llm["ConsolidateTopics"] = {"groups": []}
client.post("/api/topics/rebuild", headers=auth)
job = run_jobs()[0]
metas = topic_metas(session_factory)
assert job.status == "done" and job.result["tagged"] == len(metas) and job.result["failed"] == 0
assert all(m["topics"] == [{"name": "Writing", "weight": 0.8}] for m in metas.values())
assert max(tries.values()) == 3
def test_every_post_gets_topics_through_the_sweep(client, auth, run_jobs, feed, llm, monkeypatch, session_factory):
from app import worker
from app.config import settings
from app.pipeline import generate
monkeypatch.setattr(generate, "TAG_BACKOFF", (0.0, 0.0))
monkeypatch.setattr(settings, "llm_api_key", "test-key")
llm["ConsolidateTopics"] = {"groups": []}
llm["ExtractTopics"] = lambda **_: (_ for _ in ()).throw(TimeoutError("the model is down"))
connect(client, auth, run_jobs) # the import's topics job runs too, and tags nothing
metas = topic_metas(session_factory)
assert metas and all("topics" not in m and m["topics_failures"] == 1 for m in metas.values())
worker.topics_backfill(session_factory)
worker.topics_backfill(session_factory) # one job per workspace, not one per sweep
llm["ExtractTopics"] = {"topics": [{"name": "Pricing", "weight": 0.9}]} # the model is back
jobs = run_jobs()
assert len(jobs) == 1 and jobs[0].result["tagged"] == len(metas)
assert all(m["topics"] and "topics_failures" not in m for m in topic_metas(session_factory).values())
worker.topics_backfill(session_factory)
assert not run_jobs() # all tagged: nothing to do
def test_the_sweep_gives_up_on_a_post_that_keeps_failing(client, auth, run_jobs, feed, llm, monkeypatch,
session_factory):
from app import worker
from app.config import settings
from app.pipeline import generate
monkeypatch.setattr(generate, "TAG_BACKOFF", (0.0, 0.0))
monkeypatch.setattr(settings, "llm_api_key", "test-key")
llm["ConsolidateTopics"] = {"groups": []}
llm["ExtractTopics"] = lambda **_: (_ for _ in ()).throw(TimeoutError("always"))
connect(client, auth, run_jobs)
for _ in range(generate.MAX_TAG_FAILURES):
worker.topics_backfill(session_factory)
run_jobs()
assert all(m["topics_failures"] == generate.MAX_TAG_FAILURES for m in topic_metas(session_factory).values())
worker.topics_backfill(session_factory)
assert not run_jobs()
def test_voice_profile_build_and_edit(client, auth, run_jobs, feed, llm):
connect(client, auth, run_jobs)
profile = {"tone": ["warm"], "sentence_length": "short", "vocabulary": ["readers"], "structure_habits": [],
"openings": ["A number"], "avoid": ["jargon"], "summary": "Plain and direct."}
llm["BuildVoiceProfile"] = {"profile": profile}
client.post("/api/voice/build", json={"document_ids": []}, headers=auth)
assert run_jobs()[0].status == "done"
voice = client.get("/api/voice", headers=auth).json()
assert voice["profile"]["summary"] == "Plain and direct."
r = client.put("/api/voice", json={"host_voices": {"host_a": "abc", "host_b": "def"}}, headers=auth)
assert r.json()["host_voices"] == {"host_a": "abc", "host_b": "def"}
bad = client.post("/api/voice/consent", json={"upload_id": str(uuid.uuid4()), "agreed": True,
"consent_text": "nope"}, headers=auth)
assert bad.status_code == 400
def test_resurface_scan_and_suggestions(client, auth, run_jobs, feed, llm):
connect(client, auth, run_jobs)
llm["EvergreenScore"] = lambda title, **_: {"score": 0.9 if "Writing" in title else 0.2,
"reason": "Timeless habit advice", "angle": "Still true"}
client.post("/api/resurface/scan", headers=auth)
assert run_jobs()[0].status == "done"
data = client.get("/api/resurface", headers=auth).json()
assert data["unscored"] == 0
assert data["evergreen"][0]["title"] == "Writing Every Day"
assert data["evergreen"][0]["angle"] == "Still true"
# Audio, video, launch kit
def test_audio_overview_and_limits(client, auth, run_jobs, feed, llm, monkeypatch, db_session):
from app.config import settings
from app.services import tts
connect(client, auth, run_jobs)
doc = docs(client, auth)[0]
monkeypatch.setattr(settings, "elevenlabs_api_key", "test")
calls = []
def fake_synth(ws, text, voice, vs=None, prev=None, nxt=None):
calls.append((text, voice, prev, nxt, vs.stability if vs else None))
return b"\x00" * 16000 # 1 second at 128 kbps
monkeypatch.setattr(tts, "synthesize", fake_synth)
client.put("/api/voice", json={"host_voices": {"host_a": "voiceA", "host_b": "voiceB"},
"delivery": {"host_b": {"stability": 0.9, "similarity_boost": 0.7,
"style": 0.1, "speed": 1.1}}}, headers=auth)
llm["WriteAudioScript"] = {"turns": [
{"speaker": "host_a", "text": "Welcome in.", "sources": []},
{"speaker": "host_b", "text": "Prices went up.", "sources": [{"path": doc["path"], "line_start": 12,
"line_end": 13}]},
]}
art = client.post("/api/artifacts/generate", json={"type": "audio_overview", "document_id": doc["id"],
"minutes": 5}, headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready", done["content"]
assert done["content"]["duration_s"] == 2.0
# Each line hears its neighbour; hosts use their own voice and delivery settings.
by_text = {c[0]: c for c in calls}
assert by_text["Welcome in."][1] == "voiceA" and by_text["Welcome in."][3] == "Prices went up."
assert by_text["Prices went up."][1] == "voiceB" and by_text["Prices went up."][2] == "Welcome in."
assert by_text["Prices went up."][4] == 0.9
assert done["url"] and client.get(done["url"].split("8000", 1)[1]).content == b"\x00" * 32000
ws_id = db_session.get(Document, uuid.UUID(doc["id"])).workspace_id
db_session.add(UsageEvent(workspace_id=ws_id, kind="tts", provider="elevenlabs", quantity=240 * 60,
unit="seconds"))
db_session.commit()
r = client.post("/api/artifacts/generate", json={"type": "audio_overview", "document_id": doc["id"],
"minutes": 5}, headers=auth)
assert r.status_code == 402 and r.json()["detail"]["code"] == "plan_limit"
def test_native_video_moved_to_blog2video(client, auth, run_jobs, feed):
connect(client, auth, run_jobs)
doc = docs(client, auth)[0]
r = client.post("/api/artifacts/generate", json={"type": "video", "document_id": doc["id"], "style": "short"},
headers=auth)
assert r.status_code == 410
def test_audiogram_hands_off_and_renderer_callback(client, auth, monkeypatch, db_session, run_jobs):
from app.config import settings
from app.models import Artifact, Workspace
from app.pipeline import media
ws = db_session.query(Workspace).one()
audio = Artifact(workspace_id=ws.id, type="audio_overview", status="ready", storage_key="ws/x/audio.mp3",
content_json={"title": "Pricing", "duration_s": 42, "segments": []})
db_session.add(audio)
db_session.commit()
sent = {}
monkeypatch.setattr(media, "request_render", lambda job, artifact, comp, props=None, stills=None:
sent.update(comp=comp, props=props, job=str(job.id)))
art = client.post("/api/artifacts/generate", json={"type": "video", "style": "audiogram",
"audio_artifact_id": str(audio.id)}, headers=auth).json()
job = run_jobs()[0]
assert job.status == "running" # handed off to the renderer
assert sent["comp"] == "AudiogramSquare"
r = client.post(f"/api/internal/jobs/{sent['job']}/progress", headers={"x-internal-token": settings.internal_token},
json={"status": "done", "progress": 1, "storage_key": "ws/x/video.mp4", "render_seconds": 12})
assert r.status_code == 200
assert client.get(f"/api/artifacts/{art['id']}", headers=auth).json()["status"] == "ready"
def test_renderer_down_fails_without_retry(client, auth, run_jobs, feed, llm, monkeypatch):
connect(client, auth, run_jobs)
doc = docs(client, auth)[0]
def refuse(*args, **kwargs):
raise httpx.ConnectError("refused")
monkeypatch.setattr(httpx, "post", refuse)
llm["PickQuotes"] = lambda passages, **_: {"quotes": [{"quote": "Charging more made my readers take the work "
"seriously.",
"source": {"path": doc["path"], "line_start": 1,
"line_end": 20}}]}
art = client.post("/api/artifacts/generate", json={"type": "quote_card", "document_id": doc["id"]},
headers=auth).json()
job = run_jobs()[0]
assert job.status == "failed" and "Renderer is not running" in job.error
assert client.get(f"/api/artifacts/{art['id']}", headers=auth).json()["status"] == "failed"
def test_launch_kit(client, auth, run_jobs, feed, llm, monkeypatch, db_session):
from app.pipeline import media
connect(client, auth, run_jobs)
doc = next(d for d in docs(client, auth) if d["title"] == "On Pricing")
ref = {"path": doc["path"], "line_start": 12, "line_end": 14}
llm.update({
"ExtractClaims": {"claims": [{"claim": "Higher prices signal value", "sources": [ref]},
{"claim": "Unsupported", "sources": [{**ref, "line_start": 999}]}]},
"HookGenerator": {"hooks": [{"text": "I doubled my price.", "strength": 0.9, "rationale": "number"}]},
"PlatformAdapter": lambda platform, **_: {"posts": [f"{platform} post one", f"{platform} post two"]},
"SeoPack": {"seo": {"title_options": ["On Pricing"], "meta_description": "Why I charge more.",
"slug": "on-pricing", "keywords": ["pricing"], "internal_links": []}},
"CarouselSlides": {"slides": [{"heading": "Charge more", "body": "It works."}]},
"PickQuotes": {"quotes": [{"quote": "Charging more made my readers take the work seriously.",
"source": ref}]},
})
from app.services import renderer
monkeypatch.setattr(media, "request_render", lambda *a, **k: None)
monkeypatch.setattr(renderer, "available", lambda: True)
art = client.post("/api/artifacts/generate", json={"type": "launch_kit", "document_id": doc["id"]},
headers=auth).json()
run_jobs()
kit = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert kit["status"] == "ready", kit["content"]
c = kit["content"]
assert len(c["claims"]) == 1 # the unverifiable claim was dropped
assert set(c["posts"]) == {"x_thread", "linkedin", "substack_notes", "bluesky"}
assert len(c["quote_card_ids"]) == 1
card = client.get(f"/api/artifacts/{c['quote_card_ids'][0]}", headers=auth).json()
assert card["status"] == "rendering" # its own job ran and handed off
edited = client.patch(f"/api/artifacts/{art['id']}", json={"content": {"posts": {**c["posts"],
"linkedin": ["Edited"]}}},
headers=auth).json()
assert edited["content"]["posts"]["linkedin"] == ["Edited"]
assert edited["content"]["quote_card_ids"] == c["quote_card_ids"]
listing = client.get("/api/artifacts", params={"type": "launch_kit"}, headers=auth).json()
assert listing["total"] == 1
# Renderer down: the kit keeps its quotes as text and makes no quote cards that could only fail.
monkeypatch.setattr(renderer, "available", lambda: False)
art = client.post("/api/artifacts/generate", json={"type": "launch_kit", "document_id": doc["id"]},
headers=auth).json()
run_jobs()
kit = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert kit["status"] == "ready"
assert kit["content"]["quotes"] and kit["content"]["quote_card_ids"] == []
assert client.delete(f"/api/artifacts/{art['id']}", headers=auth).status_code == 200
# Launchpad
def _bluesky(client, auth, monkeypatch):
from app.services.social import bluesky
monkeypatch.setattr(bluesky, "create_session", lambda handle, pw: {"did": "did:plc:ada", "handle": handle,
"accessJwt": "jwt"})
r = client.post("/api/social/bluesky", json={"handle": "ada.bsky.social", "app_password": "abcd-efgh-ijkl"},
headers=auth)
assert r.status_code == 200, r.text
return r.json()["accounts"][0]
def test_schedule_and_publish_bluesky_thread(client, auth, monkeypatch, session_factory, db_session, run_jobs):
from app.services import launchpad
from app.services.social import bluesky
account = _bluesky(client, auth, monkeypatch)
published = {}
def publish(db, acct, posts, media=None):
published["posts"] = posts
return "at://did:plc:ada/app.bsky.feed.post/abc", "https://bsky.app/profile/ada.bsky.social/post/abc"
monkeypatch.setattr(bluesky, "publish", publish)
too_long = client.post("/api/calendar", json={"platform": "bluesky", "content": "x" * 400,
"scheduled_at": datetime.now(UTC).isoformat(),
"social_account_id": account["id"]}, headers=auth)
assert too_long.status_code == 422
item = client.post("/api/calendar", json={
"platform": "bluesky", "content": "First", "thread": ["Second", " "],
"scheduled_at": (datetime.now(UTC) - timedelta(minutes=1)).isoformat(), "social_account_id": account["id"],
}, headers=auth).json()
assert item["auto_post"] is True
assert launchpad.publish_due(session_factory) == 1 # queued as a publish_post job
assert [j.kind for j in run_jobs()] == ["publish_post"]
assert published["posts"] == ["First", "Second"]
got = client.get("/api/calendar", headers=auth).json()[0]
assert got["status"] == "posted" and got["external_url"].startswith("https://bsky.app/")
assert client.patch(f"/api/calendar/{item['id']}", json={"content": "late"}, headers=auth).status_code == 409
def test_substack_notes_send_reminder_email(client, auth, session_factory, run_jobs):
from app.services import launchpad
ConsoleEmailProvider.sent.clear()
item = client.post("/api/calendar", json={"platform": "substack_notes", "content": "A note",
"scheduled_at": (datetime.now(UTC) - timedelta(seconds=5)).isoformat()},
headers=auth).json()
assert item["remind_by_email"] is True
launchpad.publish_due(session_factory)
run_jobs()
assert client.get("/api/calendar", headers=auth).json()[0]["status"] == "reminded"
assert ConsoleEmailProvider.sent[-1].subject == "Time to post on Substack Notes"
def test_publish_retries_then_fails(client, auth, monkeypatch, session_factory, run_jobs):
from app.services import launchpad
from app.services.social import SocialError, bluesky
account = _bluesky(client, auth, monkeypatch)
def boom(db, acct, posts, media=None):
raise SocialError("Bluesky 500: busy")
monkeypatch.setattr(bluesky, "publish", boom)
item = client.post("/api/calendar", json={"platform": "bluesky", "content": "Hi", "social_account_id":
account["id"], "scheduled_at": datetime.now(UTC).isoformat()},
headers=auth).json()
r = client.post(f"/api/calendar/{item['id']}/publish", headers=auth).json()
assert r["status"] == "scheduled" and "busy" in r["error"] # retry queued
for _ in range(2):
with session_factory() as db:
db.query(CalendarItem).update({"scheduled_at": datetime.now(UTC) - timedelta(seconds=1)})
db.commit()
launchpad.publish_due(session_factory)
run_jobs()
assert client.get("/api/calendar", headers=auth).json()[0]["status"] == "failed"
def test_tracked_link_counts_clicks(client, auth, db_session):
ws = db_session.query(Workspace).first()
item = CalendarItem(workspace_id=ws.id, platform="x", scheduled_at=datetime.now(UTC), content="x",
status="posted")
db_session.add(item)
db_session.flush()
db_session.add(TrackedLink(workspace_id=ws.id, slug="abc1234", target_url="https://ada.example.com/p/x",
calendar_item_id=item.id))
db_session.commit()
r = client.get("/l/abc1234", follow_redirects=False)
assert r.status_code == 302 and r.headers["location"] == "https://ada.example.com/p/x"
assert db_session.query(EngagementEvent).count() == 1
assert client.get("/api/calendar", headers=auth).json()[0]["clicks"] == 1
assert client.get("/l/nope", follow_redirects=False).status_code == 404
def test_oauth_link_is_bound_to_the_starting_workspace(client, auth, monkeypatch, db_session):
import json
from app.auth import encode_signed
from app.services.crypto import encrypt
ws = db_session.query(Workspace).first()
info = {"access_token": "tok", "refresh_token": "ref", "expires_in": 7200, "external_id": "42",
"handle": "ada", "scope": "tweet.write"}
def ticket(ws_id):
return encode_signed({"typ": "social_link", "ws": str(ws_id), "platform": "x",
"data": encrypt(json.dumps(info))}, timedelta(minutes=5))
assert client.post("/api/social/complete", json={"ticket": ticket(uuid.uuid4())}, headers=auth).status_code == 403
r = client.post("/api/social/complete", json={"ticket": ticket(ws.id)}, headers=auth)
assert r.status_code == 200
acct = db_session.query(SocialAccount).one()
assert acct.platform == "x" and acct.access_token != "tok" # stored encrypted
assert client.post("/api/social/x/start", headers=auth).status_code == 503 # no client id configured
def test_oauth_callback_redirects_with_ticket(client, monkeypatch):
from app.auth import encode_signed
from app.services.social import linkedin
monkeypatch.setattr(linkedin, "exchange_code", lambda code: {"access_token": "t", "external_id": "p",
"handle": "Ada", "expires_in": 60})
state = encode_signed({"typ": "social_state", "nonce": "n", "ws": str(uuid.uuid4()), "platform": "linkedin"},
timedelta(minutes=5))
r = client.get("/api/social/linkedin/callback", params={"code": "c", "state": state}, follow_redirects=False)
assert r.status_code == 302 and "link=" in r.headers["location"] and "/app/launchpad" in r.headers["location"]
bad = client.get("/api/social/linkedin/callback", params={"code": "c", "state": "junk"}, follow_redirects=False)
assert "error=" in bad.headers["location"]
# Launchpad: posting what was made (images and videos) to X and LinkedIn
def _made(db, ws, type_, *, status="ready", key=None, **content):
"""An artifact as the pipeline leaves it (its file in storage when it has one)."""
from app.models import Artifact
from app.services.storage import storage
if key:
storage.put_bytes(key, b"PNG" if key.endswith(".png") else bytes(range(256)) * 400) # a 100 KB "video"
a = Artifact(workspace_id=ws.id, type=type_, status=status, storage_key=key,
content_json={"title": f"A {type_}", **content})
db.add(a)
db.commit()
return a
def _account(db, ws, platform, scopes="tweet.read tweet.write users.read offline.access media.write"):
from app.services.crypto import encrypt
acct = SocialAccount(workspace_id=ws.id, platform=platform, handle="ada", external_id="p42",
access_token=encrypt("tok"), scopes=scopes, status="active")
db.add(acct)
db.commit()
return acct
def _reply(code: int, method: str, url: str, data: dict | None = None, headers: dict | None = None):
return httpx.Response(code, json=data, headers=headers, request=httpx.Request(method, url))
def _schedule(client, auth, artifact, platform, account=None):
r = client.post("/api/calendar", json={
"platform": platform, "content": "Look at this", "artifact_id": str(artifact.id),
"scheduled_at": (datetime.now(UTC) - timedelta(minutes=1)).isoformat(),
**({"social_account_id": str(account.id)} if account else {})}, headers=auth)
return r
def test_postable_lists_what_can_be_posted(client, auth, db_session):
ws = db_session.query(Workspace).first()
quote = _made(db_session, ws, "quote_card", key="ws/q/quotecard.png", quote="Ship it", source="Ada")
audio = _made(db_session, ws, "audio_overview", key="ws/a/audio.mp3")
_made(db_session, ws, "video", status="processing", provider="blog2video") # not rendered yet
done = _made(db_session, ws, "video", status="processing", provider="blog2video", video_url="https://v/x.mp4")
unrendered = _made(db_session, ws, "video", status="ready", provider="blog2video", b2v_status="generated")
_made(db_session, ws, "summary", summary="Raise prices once a year [1].")
got = {a["id"]: a for a in client.get("/api/launchpad/postable", headers=auth).json()}
assert {a["type"] for a in got.values()} == {"quote_card", "video", "summary", "audio_overview"} # no unfinished video
assert got[str(audio.id)]["media"] == "audio" and got[str(audio.id)]["download_url"] # audio: to download, not post
assert str(done.id) in got and got[str(quote.id)]["thumb_url"] and got[str(quote.id)]["media"] == "image"
# Made but not rendered: listed, flagged; the rendered one is not.
assert got[str(unrendered.id)]["needs_render"] is True and got[str(done.id)]["needs_render"] is False
assert got[str(quote.id)]["prefill"] == {"x": ['"Ship it" (Ada)'], "linkedin": '"Ship it" (Ada)'}
summary = next(a for a in got.values() if a["type"] == "summary")
assert summary["prefill"]["linkedin"] == "Raise prices once a year." and summary["media"] == "text"
def test_scheduling_refuses_what_cannot_go_out(client, auth, db_session):
ws = db_session.query(Workspace).first()
audio = _made(db_session, ws, "audio_overview", key="ws/a/audio.mp3")
long_video = _made(db_session, ws, "video", key="ws/v/audiogram.mp4", duration_s=200)
quote = _made(db_session, ws, "quote_card", key="ws/q/quotecard.png")
assert _schedule(client, auth, audio, "x").status_code == 400
r = _schedule(client, auth, long_video, "x")
assert r.status_code == 400 and "2:20" in r.json()["detail"]
linkedin_acct = _account(db_session, ws, "linkedin", scopes="openid profile w_member_social")
assert _schedule(client, auth, long_video, "linkedin", linkedin_acct).status_code == 200 # LinkedIn takes it
assert _schedule(client, auth, quote, "bluesky").status_code == 400 # images: X and LinkedIn only
def test_x_posts_images_and_a_video(client, auth, db_session, monkeypatch, session_factory, run_jobs):
from app.services import launchpad
from app.services.social import x
ws = db_session.query(Workspace).first()
acct = _account(db_session, ws, "x")
calls = []
def call(method, url, **kw):
path = url.split("/2/", 1)[1]
calls.append((method, path, kw))
if path == "media/upload" and method == "POST":
return _reply(200, method, url, {"data": {"id": f"img{len(calls)}"}})
if path == "media/upload/initialize":
return _reply(200, method, url, {"data": {"id": "vid1"}})
if path.endswith("/append"):
return _reply(204, method, url)
if path.endswith("/finalize"):
return _reply(200, method, url, {"data": {"processing_info": {"state": "pending", "check_after_secs": 1}}})
if path == "media/upload": # STATUS
return _reply(200, method, url, {"data": {"processing_info": {"state": "succeeded"}}})
return _reply(201, method, url, {"data": {"id": "t1"}}) # tweets
monkeypatch.setattr(x, "_call", call)
monkeypatch.setattr(x.time, "sleep", lambda s: None)
monkeypatch.setattr(x, "CHUNK", 30000)
carousel = _made(db_session, ws, "carousel", key="ws/c/slide-01.png",
slide_keys=[f"ws/c/slide-0{i}.png" for i in range(1, 7)])
for i in range(1, 7):
from app.services.storage import storage
storage.put_bytes(f"ws/c/slide-0{i}.png", b"PNG")
assert _schedule(client, auth, carousel, "x", acct).status_code == 200
launchpad.publish_due(session_factory)
run_jobs()
uploads = [c for c in calls if c[1] == "media/upload"]
tweet = next(c for c in calls if c[1] == "tweets")
assert len(uploads) == 4 # X takes 4 images: the first 4 slides
assert tweet[2]["json"]["media"]["media_ids"] == [f"img{i}" for i in range(1, 5)]
assert client.get("/api/calendar", headers=auth).json()[0]["status"] == "posted"
calls.clear()
video = _made(db_session, ws, "video", key="ws/v/audiogram.mp4", duration_s=30)
_schedule(client, auth, video, "x", acct)
launchpad.publish_due(session_factory)
run_jobs()
paths = [c[1] for c in calls]
assert paths[0] == "media/upload/initialize" and paths.count("media/upload/vid1/append") == 4 # 102400 bytes
assert paths[-3:] == ["media/upload/vid1/finalize", "media/upload", "tweets"]
assert calls[-1][2]["json"]["media"] == {"media_ids": ["vid1"]}
def test_x_accounts_from_before_media_must_reconnect(client, auth, db_session, monkeypatch, session_factory,
run_jobs):
from app.services import launchpad
from app.services.social import x
ws = db_session.query(Workspace).first()
acct = _account(db_session, ws, "x", scopes="tweet.read tweet.write users.read offline.access")
monkeypatch.setattr(x, "_call", lambda *a, **k: pytest.fail("nothing should be sent"))
quote = _made(db_session, ws, "quote_card", key="ws/q/quotecard.png")
r = _schedule(client, auth, quote, "x", acct) # refused up front now
assert r.status_code == 409 and "Reconnect X" in r.json()["detail"]["message"]
got = client.get("/api/social/accounts", headers=auth).json()["accounts"][0]
assert got["needs_reconnect"] is True and got["can_post_media"] is False
# Scheduled earlier, the scope gone since: refused at publish time without a call, as a reconnect.
with session_factory() as db:
db.add(CalendarItem(workspace_id=ws.id, platform="x", content="Hi", artifact_id=quote.id,
social_account_id=acct.id, scheduled_at=datetime.now(UTC) - timedelta(minutes=1)))
db.commit()
launchpad.publish_due(session_factory)
run_jobs()
item = client.get("/api/calendar", headers=auth).json()[0]
assert item["status"] == "paused" and "Reconnect X" in item["error"]
def test_linkedin_posts_images_and_a_video(client, auth, db_session, monkeypatch, session_factory, run_jobs):
from app.services import launchpad
from app.services.social import linkedin
ws = db_session.query(Workspace).first()
acct = _account(db_session, ws, "linkedin", scopes="openid profile w_member_social")
calls = []
def call(method, url, **kw):
calls.append((method, url, kw))
if url.endswith("/rest/images"):
return _reply(200, method, url, {"value": {"uploadUrl": f"https://up/img{len(calls)}",
"image": f"urn:li:image:{len(calls)}"}})
if url.endswith("/rest/videos") and kw["params"]["action"] == "initializeUpload":
return _reply(200, method, url, {"value": {"video": "urn:li:video:9", "uploadToken": "",
"uploadInstructions": [
{"uploadUrl": "https://up/v1", "firstByte": 0, "lastByte": 59999},
{"uploadUrl": "https://up/v2", "firstByte": 60000,
"lastByte": 102399}]}})
if url.startswith("https://up/"):
return _reply(200, method, url, headers={"etag": f'"e-{url[-2:]}"'})
if "/rest/videos/" in url:
return _reply(200, method, url, {"status": "AVAILABLE"})
if url.endswith("/rest/posts"):
return _reply(201, method, url, headers={"x-restli-id": "urn:li:share:1"})
return _reply(200, method, url) # finalize
monkeypatch.setattr(linkedin, "_call", call)
quote = _made(db_session, ws, "quote_card", key="ws/q/quotecard.png")
carousel = _made(db_session, ws, "carousel", key="ws/c/slide-01.png",
slide_keys=["ws/q/quotecard.png"] * 3)
video = _made(db_session, ws, "video", key="ws/v/audiogram.mp4", duration_s=200)
bodies = []
for a in (quote, carousel, video):
calls.clear()
_schedule(client, auth, a, "linkedin", acct)
launchpad.publish_due(session_factory)
run_jobs()
bodies.append(next(c for c in calls if c[1].endswith("/rest/posts"))[2]["json"]["content"])
if a is video:
puts = [c for c in calls if c[1].startswith("https://up/v")]
assert [len(c[2]["content"]) for c in puts] == [60000, 42400]
fin = next(c for c in calls if c[1].endswith("/rest/videos") and c[2]["params"]["action"] == "finalizeUpload")
assert fin[2]["json"]["finalizeUploadRequest"]["uploadedPartIds"] == ["e-v1", "e-v2"]
assert bodies[0] == {"media": {"id": "urn:li:image:1"}}
assert len(bodies[1]["multiImage"]["images"]) == 3
assert bodies[2] == {"media": {"id": "urn:li:video:9"}}
assert {i["status"] for i in client.get("/api/calendar", headers=auth).json()} == {"posted"}
def test_publish_now_with_media_goes_through_a_job(client, auth, db_session, monkeypatch, run_jobs):
from app.services.social import linkedin
ws = db_session.query(Workspace).first()
acct = _account(db_session, ws, "linkedin", scopes="openid profile w_member_social")
monkeypatch.setattr(linkedin, "publish", lambda db, a, posts, media=None: ("urn:li:share:2", "https://li/2"))
quote = _made(db_session, ws, "quote_card", key="ws/q/quotecard.png")
item = client.post("/api/calendar", json={"platform": "linkedin", "content": "Hi", "artifact_id": str(quote.id),
"social_account_id": str(acct.id),
"scheduled_at": (datetime.now(UTC) + timedelta(days=1)).isoformat()},
headers=auth).json()
assert item["artifact"]["type"] == "quote_card"
r = client.post(f"/api/calendar/{item['id']}/publish", headers=auth).json()
assert r["status"] == "publishing" # the upload runs in a job
run_jobs()
assert client.get("/api/calendar", headers=auth).json()[0]["status"] == "posted"
# The attachment can be changed or removed before it goes out.
other = client.post("/api/calendar", json={"platform": "linkedin", "content": "Later", "artifact_id": str(quote.id),
"social_account_id": str(acct.id),
"scheduled_at": (datetime.now(UTC) + timedelta(days=1)).isoformat()},
headers=auth).json()
r = client.patch(f"/api/calendar/{other['id']}", json={"artifact_id": None}, headers=auth).json()
assert r["artifact"] is None
# Settings and activity
def test_settings_and_usage(client, auth):
s = client.get("/api/settings", headers=auth).json()
assert s["user"]["name"] == "Ada Lovelace" and s["usage"]["used"]["launch_kits"] == 0
r = client.patch("/api/settings", json={"name": "Ada L", "workspace_name": "Ada HQ",
"training_opt_in": True}, headers=auth).json()
assert r["user"]["name"] == "Ada L" and r["workspace"]["name"] == "Ada HQ"
assert r["workspace"]["training_opt_in"] is True and "brand" not in r
def test_active_jobs_listing(client, auth, feed):
client.post("/api/sources", json={"url": "ada.example.com"}, headers=auth)
active = client.get("/api/jobs", params={"active": 1}, headers=auth).json()
assert active[0]["kind"] == "ingest" and active[0]["status"] == "queued"
def test_worker_loop_runs_in_background(tmp_path, monkeypatch):
"""The embedded worker thread (RUN_WORKER_IN_API) drains jobs without a second process."""
import threading
from sqlalchemy import create_engine
from sqlalchemy.orm import sessionmaker
from app import worker
from app.db import Base
from app.services.jobs import create_job
# A real file database: the in-memory test engine shares one connection across threads.
engine = create_engine(f"sqlite:///{tmp_path / 'w.db'}", connect_args={"check_same_thread": False})
Base.metadata.create_all(engine)
session_factory = sessionmaker(bind=engine, expire_on_commit=False)
with session_factory() as db:
ws = Workspace(name="w", owner_id=uuid.uuid4())
db.add(ws)
db.commit()
job = create_job(db, ws.id, "noop")
monkeypatch.setattr(worker, "SessionLocal", session_factory)
monkeypatch.setitem(worker.HANDLERS, "noop", lambda db, j: worker.Done({"ok": True}))
monkeypatch.setattr(worker, "PERIODIC", [])
real_run_job = worker.run_job
monkeypatch.setattr(worker, "run_job", lambda job_id: real_run_job(job_id, session_factory=session_factory))
stop = threading.Event()
thread = worker.start_background(stop)
deadline = time.time() + 5
status = None
while time.time() < deadline:
with session_factory() as db:
status = db.get(Job, job.id).status
if status == "done":
break
time.sleep(0.05)
stop.set()
thread.join(timeout=5)
assert status == "done"
def test_artifact_ownership(client, auth, db_session):
other = Artifact(workspace_id=uuid.uuid4(), type="summary", status="ready", content_json={})
db_session.add(other)
db_session.commit()
assert client.get(f"/api/artifacts/{other.id}", headers=auth).status_code == 404
# Voice pipeline (ElevenLabs stubbed)
def saved_voices(db_session) -> dict[str, str]:
"""The workspace's voices (the one list for audio and video): voice id -> name."""
db_session.expire_all()
return {v.voice_id: v.name for v in db_session.query(UserSavedVoice)}
def test_voice_library_preview_and_script(client, auth, monkeypatch, feed, run_jobs, db_session):
from app.config import settings
from app.services import tts
monkeypatch.setattr(settings, "elevenlabs_api_key", "test")
monkeypatch.setattr(tts, "search_library", lambda **kw: {"voices": [{
"public_owner_id": "owner-1", "voice_id": "lib-voice-1",
"name": "Narrator"}], "has_more": False})
monkeypatch.setattr(tts, "add_library_voice", lambda owner, vid, name: "added-" + vid)
monkeypatch.setattr(tts, "synthesize", lambda ws, text, voice, vs=None, *a: b"\x00" * 8000)
assert client.get("/api/voice/library", params={"gender": "female"}, headers=auth).json()["voices"][0]["name"] == \
"Narrator"
r = client.post("/api/voice/library/add", json={
"public_owner_id": "owner-1", "voice_id": "lib-voice-1", "name": "Narrator",
"use_as": "host_b"}, headers=auth).json()
assert r["voice_id"] == "added-lib-voice-1" and r["host_voices"]["host_b"] == "added-lib-voice-1"
assert saved_voices(db_session) == {"added-lib-voice-1": "Narrator"} # added, so saved
prev = client.post("/api/voice/preview", json={"voice_id": "added-lib-voice-1", "text": "Hello there",
"delivery": {"stability": 0.3, "similarity_boost": 0.8,
"style": 0, "speed": 0.9}}, headers=auth).json()
assert prev["seconds"] == 0.5 and client.get(prev["url"].split("8000", 1)[1]).status_code == 200
connect(client, auth, run_jobs)
script = client.get("/api/voice/reading-script", headers=auth).json()
assert script["words"] > 5 and script["title"]
def test_voice_clone_multi_sample_sets_host_and_preview(client, auth, monkeypatch, run_jobs, db_session):
from app.config import settings
from app.services import tts
monkeypatch.setattr(settings, "elevenlabs_api_key", "test")
sent = {}
def fake_clone(name, samples, remove_background_noise=True, description=""):
sent.update(n=len(samples), noise=remove_background_noise, name=name)
return "clone-1"
monkeypatch.setattr(tts, "clone_voice", fake_clone)
monkeypatch.setattr(tts, "synthesize", lambda ws, text, voice, vs=None, *a: b"\x00" * 16000)
ids = []
for i in range(2):
start = client.post("/api/storage/uploads", json={"filename": f"take{i}.webm", "content_type": "audio/webm",
"size_bytes": 4}, headers=auth).json()
client.put(start["upload_url"].split("8000", 1)[1], content=b"RIFF")
client.post(f"/api/storage/uploads/{start['upload_id']}/complete", headers=auth)
ids.append(start["upload_id"])
consent_text = client.get("/api/voice", headers=auth).json()["clone"]["consent_text"]
r = client.post("/api/voice/consent", json={"upload_ids": ids, "agreed": True, "consent_text": consent_text,
"remove_background_noise": False}, headers=auth)
assert r.status_code == 200, r.text
assert run_jobs()[0].status == "done"
assert sent == {"n": 2, "noise": False, "name": "Ada Lovelace (Notestack)"}
voice = client.get("/api/voice", headers=auth).json()
assert voice["clone"]["status"] == "ready" and voice["host_voices"]["host_a"] == "clone-1"
assert voice["clone"]["preview_url"]
assert saved_voices(db_session) == {"clone-1": "My voice"}
def test_a_designed_voice_is_saved_to_the_voices(client, auth, monkeypatch, db_session):
from app.config import settings
from app.services import tts
monkeypatch.setattr(settings, "elevenlabs_api_key", "test")
monkeypatch.setattr(tts, "create_designed_voice", lambda name, description, generated: "designed-1")
r = client.post("/api/voice/design/save", json={"generated_voice_id": "gen-12345", "name": "Narrator",
"description": "A calm narrator"}, headers=auth)
assert r.status_code == 200 and r.json()["voice_id"] == "designed-1"
assert saved_voices(db_session) == {"designed-1": "Narrator"}
client.post("/api/voice/design/save", json={"generated_voice_id": "gen-12345", "name": "Narrator"}, headers=auth)
assert len(saved_voices(db_session)) == 1 # saved once
def test_audio_overview_hosts_are_picked_from_the_voices(client, auth, run_jobs, feed, llm, monkeypatch,
db_session):
from app.config import settings
from app.services import tts
connect(client, auth, run_jobs)
doc = docs(client, auth)[0]
monkeypatch.setattr(settings, "elevenlabs_api_key", "test")
used = []
monkeypatch.setattr(tts, "synthesize", lambda ws, text, voice, vs=None, *a: used.append((text, voice)) or
b"\x00" * 16000)
llm["WriteAudioScript"] = {"turns": [{"speaker": "host_a", "text": "Welcome in.", "sources": []},
{"speaker": "host_b", "text": "Thanks.", "sources": []}]}
ws_id = db_session.get(Document, uuid.UUID(doc["id"])).workspace_id
db_session.add_all([UserSavedVoice(workspace_id=ws_id, voice_id=v, name=v) for v in ("mine-1", "mine-2")])
db_session.commit()
body = {"type": "audio_overview", "document_id": doc["id"], "minutes": 3}
art = client.post("/api/artifacts/generate", json={**body, "host_a": "mine-2", "host_b": "mine-1"},
headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["content"]["voices"] == {"host_a": "mine-2", "host_b": "mine-1"}
assert dict(used) == {"Welcome in.": "mine-2", "Thanks.": "mine-1"}
# Only the workspace's own voices (or the defaults).
r = client.post("/api/artifacts/generate", json={**body, "host_a": "someone-elses"}, headers=auth)
assert r.status_code == 400
# None picked: the defaults, as before.
art = client.post("/api/artifacts/generate", json=body, headers=auth).json()
run_jobs()
voices = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()["content"]["voices"]
assert voices == {"host_a": settings.elevenlabs_voice_a, "host_b": settings.elevenlabs_voice_b}
def test_audio_overview_alternates_two_hosts_or_uses_one(client, auth, run_jobs, feed, llm, monkeypatch, db_session):
from app.config import settings
from app.services import tts
connect(client, auth, run_jobs)
pricing = next(d for d in docs(client, auth) if d["title"] == "On Pricing")
nb = client.post("/api/notebooks", json={"title": "Money", "document_ids": [pricing["id"]]}, headers=auth).json()
monkeypatch.setattr(settings, "elevenlabs_api_key", "test")
used = []
monkeypatch.setattr(tts, "synthesize", lambda ws, text, voice, vs=None, *a: used.append((text, voice)) or
b"\x00" * 16000)
seen = {}
def script(**kw):
seen.update(kw)
return {"turns": [ # host A twice in a row, **markup**, an empty turn: cleaned and made to alternate
{"speaker": "host_a", "text": "Welcome in.", "sources": []},
{"speaker": "host_a", "text": "Today, **pricing**.", "sources": []},
{"speaker": "host_b", "text": "", "sources": []},
{"speaker": "host_b", "text": "Prices went up.", "sources": []},
{"speaker": "host_b", "text": "And readers stayed.", "sources": []},
{"speaker": "host_a", "text": "Exactly.", "sources": []},
]}
llm["WriteAudioScript"] = script
body = {"type": "audio_overview", "notebook_id": nb["id"], "document_ids": [pricing["id"]], "minutes": 3,
"format": "critique", "language": "Spanish", "instructions": "- Focus on raising prices"}
art = client.post("/api/artifacts/generate", json=body, headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready", done["content"]
segs = done["content"]["segments"]
assert [(s["speaker"], s["text"]) for s in segs] == [
("host_a", "Welcome in. Today, pricing."), ("host_b", "Prices went up. And readers stayed."), ("host_a", "Exactly.")]
assert seen["hosts"] == 2 and seen["target_words"] == 450 and seen["language"] == "Spanish"
assert seen["focus"] == "- Focus on raising prices" and seen["style"].startswith("Critique")
assert any(pricing["path"] in m for m in seen["material"]) # the picked post is what the script reads
voices = done["content"]["voices"]
assert used[1][1] == voices["host_b"] != voices["host_a"] == used[0][1]
used.clear()
one = client.post("/api/artifacts/generate", json={**body, "hosts": 1, "format": "brief"}, headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{one['id']}", headers=auth).json()
assert {s["speaker"] for s in done["content"]["segments"]} == {"host_a"} and seen["hosts"] == 1
assert list(done["content"]["voices"]) == ["host_a"] and {v for _, v in used} == {done["content"]["voices"]["host_a"]}
assert done["content"]["hosts"] == 1 and done["content"]["focus"] == "- Focus on raising prices"
r = client.post("/api/artifacts/generate", json={**body, "hosts": 1, "format": "debate"}, headers=auth)
assert r.status_code == 400 and "two hosts" in r.json()["detail"]
assert client.post("/api/artifacts/generate", json={**body, "document_ids": []}, headers=auth).status_code == 400
def test_tts_retries_rate_limits(monkeypatch):
from app.config import settings
from app.services import tts
monkeypatch.setattr(settings, "elevenlabs_api_key", "test")
monkeypatch.setattr(tts.time, "sleep", lambda s: None)
responses = [httpx.Response(429, json={"detail": "slow down"}), httpx.Response(200, content=b"mp3")]
monkeypatch.setattr(httpx, "request", lambda *a, **k: responses.pop(0))
assert tts._request("POST", "/text-to-speech/x").content == b"mp3"
monkeypatch.setattr(httpx, "request", lambda *a, **k: httpx.Response(401, json={"detail": {"message": "bad"}}))
with pytest.raises(tts.TTSError, match="API key"):
tts._request("GET", "/voices")
# Chat: memory and triage (no LLM calls for chatter)
def _no_research(monkeypatch):
import dspy
def boom(*a, **k):
raise AssertionError("research agent should not run")
monkeypatch.setattr(dspy, "ReAct", boom)
def test_small_talk_needs_no_model(monkeypatch, tmp_path):
from app.corpus import Corpus
from app.pipeline import research as r
_no_research(monkeypatch)
monkeypatch.setattr(r, "triage", lambda *a: (_ for _ in ()).throw(AssertionError("no triage for chatter")))
out = r.research(Corpus(uuid.uuid4(), cache_dir=str(tmp_path)), {"a.md": "On Pricing"}, "thanks!",
history=[r.Turn("user", "q"), r.Turn("assistant", "a")])
assert out.kind == "chitchat" and "helped" in out.text and out.prompt_tokens == 0
def test_jev_triage_routes_off_topic_without_llm(monkeypatch, tmp_path):
from app.config import settings
from app.corpus import Corpus
from app.pipeline import research as r
from app.services import jev
_no_research(monkeypatch)
monkeypatch.setattr(settings, "typesafe_api_key", "sk-test")
seen = {}
def decide(state, questions, timeout=6.0):
seen.update(state=state, questions=questions)
return {"intent": jev.Choice("off_topic", 0.93, {}), "depth": jev.Choice("quick", 0.8, {})}
monkeypatch.setattr(jev, "decide", decide)
monkeypatch.setattr(r, "triage_llm", lambda *a: (_ for _ in ()).throw(AssertionError("LLM triage not needed")))
out = r.research(Corpus(uuid.uuid4(), cache_dir=str(tmp_path)), {"a.md": "On Pricing"},
"Write me a python script", history=[r.Turn("user", "What did I say about pricing?")])
assert out.kind == "off_topic" and "On Pricing" in out.text
assert seen["questions"]["intent"]["criteria"]["archive"]
assert "pricing" in seen["state"]["conversation"]
def test_jev_low_confidence_or_failure_still_researches(monkeypatch, tmp_path):
from app.config import settings
from app.pipeline import research as r
from app.services import jev
monkeypatch.setattr(settings, "typesafe_api_key", "sk-test")
monkeypatch.setattr(jev, "decide", lambda *a, **k: {"intent": jev.Choice("off_topic", 0.4, {}),
"depth": jev.Choice("deep", 0.9, {})})
assert r.triage("hmm what about that", [], "nb").kind == "archive"
def down(*a, **k):
raise jev.JevError("down")
monkeypatch.setattr(jev, "decide", down)
monkeypatch.setattr(r, "triage_llm", lambda *a: r.Triage("archive", "standalone q", "quick", ""))
t = r.triage("tell me more", [], "nb")
assert t.question == "standalone q" and t.depth == "quick"
def test_jev_request_shape(monkeypatch):
from app.config import settings
from app.services import jev
monkeypatch.setattr(settings, "typesafe_api_key", "sk-test")
captured = {}
def post(url, json, timeout, headers):
captured.update(url=url, body=json, headers=headers)
return httpx.Response(200, json={"answers": {"intent": {"type": "choice", "choice": "archive",
"confidence": 0.9,
"probabilities": {"archive": 0.9}}}})
monkeypatch.setattr(httpx, "post", post)
out = jev.decide("state", {"intent": {"instructions": "?", "criteria": {"archive": "x"}}})
assert out["intent"].choice == "archive"
assert captured["url"].endswith("/v1/systemone") and captured["headers"]["Authorization"] == "Bearer sk-test"
assert captured["body"]["questions"]["intent"]["type"] == "choice" and captured["body"]["model"] == "jev-latest"
def test_chat_passes_history_as_memory(client, auth, run_jobs, feed, monkeypatch):
from app.pipeline.research import ResearchResult
from app.routers import notebooks as nbr
connect(client, auth, run_jobs)
doc = docs(client, auth)[0]
nb = client.post("/api/notebooks", json={"title": "N", "document_ids": [doc["id"]]}, headers=auth).json()
calls = []
def fake_research(corpus, allowed, question, on_step=None, history=None, notebook_title="", profile=""):
calls.append((question, [(t.role, t.text) for t in history or []], notebook_title))
return ResearchResult(f"answer to {question}", False, [])
monkeypatch.setattr(nbr, "research", fake_research)
def ask(q, chat_id=None):
body = client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": q, "chat_id": chat_id},
headers=auth).text
import json as _json
import re as _re
return _json.loads(_re.search(r"event: status\ndata: (.*)", body).group(1))["chat_id"]
chat_id = ask("What did I say about pricing?")
ask("Why?", chat_id)
assert calls[0][1] == [] and calls[0][2] == "N"
assert calls[1][1] == [("user", "What did I say about pricing?"),
("assistant", "answer to What did I say about pricing?")]
def _memory_chat(client, auth, run_jobs, monkeypatch, kind="archive", key="x"):
"""Connect a blog, make a notebook, turn the memory job on, and ask one question with research faked."""
from app.config import settings
from app.pipeline.research import ResearchResult
from app.routers import notebooks as nbr
connect(client, auth, run_jobs)
doc = docs(client, auth)[0]
nb = client.post("/api/notebooks", json={"title": "N", "document_ids": [doc["id"]]}, headers=auth).json()
monkeypatch.setattr(settings, "llm_api_key", key) # after connect, so no import follow up jobs are queued
monkeypatch.setattr(settings, "memory_notice_wait_seconds", 0)
seen = []
def fake_research(corpus, allowed, question, on_step=None, history=None, notebook_title="", profile=""):
seen.append(profile)
return ResearchResult("ok", False, [], kind=kind)
monkeypatch.setattr(nbr, "research", fake_research)
return nb, seen
def test_chat_passes_saved_notes_to_research(client, auth, run_jobs, feed, monkeypatch):
nb, seen = _memory_chat(client, auth, run_jobs, monkeypatch)
client.put("/api/memory/audience", json={"value": "indie founders"}, headers=auth)
client.put("/api/memory/tone", json={"value": "short answers"}, headers=auth)
other = client.post("/api/notebooks", json={"title": "Other"}, headers=auth).json()
for notebook in (nb, other): # the same notes reach every notebook in the workspace
client.post(f"/api/notebooks/{notebook['id']}/chat", json={"question": "Why?"}, headers=auth)
assert all("- audience: indie founders" in p and "- tone: short answers" in p for p in seen) and len(seen) == 2
def test_memory_job_saves_notes_from_a_chat_message(client, auth, run_jobs, feed, llm, monkeypatch):
nb, _ = _memory_chat(client, auth, run_jobs, monkeypatch)
llm["UpdateMemory"] = {"operations": [{"op": "add", "key": "audience", "value": "indie founders"}]}
client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": "I write for indie founders"}, headers=auth)
jobs = run_jobs()
assert [j.kind for j in jobs] == ["memory_update"] and jobs[0].status == "done"
assert jobs[0].result["saved"] == [{"op": "add", "key": "audience", "value": "indie founders"}]
items = client.get("/api/memory", headers=auth).json()["items"]
assert [(i["key"], i["source"]) for i in items] == [("audience", "auto")]
def test_memory_job_only_reads_the_writers_message(client, auth, run_jobs, feed, llm, monkeypatch):
nb, _ = _memory_chat(client, auth, run_jobs, monkeypatch)
seen = {}
def extract(**inputs):
seen.update(inputs)
return {"operations": []}
llm["UpdateMemory"] = extract
client.put("/api/memory/tone", json={"value": "short answers"}, headers=auth)
client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": "What did I say about pricing?"}, headers=auth)
run_jobs()
assert seen["message"] == "What did I say about pricing?"
assert seen["saved_notes"] == "- tone: short answers"
def test_memory_job_skips_the_llm_when_jev_sees_nothing_lasting(client, auth, run_jobs, feed, llm, monkeypatch):
from app.config import settings
from app.services import jev
nb, _ = _memory_chat(client, auth, run_jobs, monkeypatch)
monkeypatch.setattr(settings, "typesafe_api_key", "sk-test")
asked = {}
def decide(state, questions, timeout=6.0):
asked.update(state=state, questions=questions)
return {"remember": jev.Choice("no", 0.9, {})}
monkeypatch.setattr(jev, "decide", decide)
client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": "What did I say about pricing?"}, headers=auth)
jobs = run_jobs()
assert jobs[0].result == {"saved": [], "skipped": "nothing lasting"}
assert "UpdateMemory" not in llm["_calls"]
assert asked["state"] == {"message": "What did I say about pricing?"}
assert "yes" in asked["questions"]["remember"]["criteria"]
# A shaky "no" is not trusted: the LLM decides.
monkeypatch.setattr(jev, "decide", lambda *a, **k: {"remember": jev.Choice("no", 0.3, {})})
llm["UpdateMemory"] = {"operations": []}
client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": "I like short answers"}, headers=auth)
run_jobs()
assert "UpdateMemory" in llm["_calls"]
def test_no_memory_job_for_small_talk_or_without_an_llm_key(client, auth, run_jobs, feed, monkeypatch, db_session):
from app.models import Job
nb, _ = _memory_chat(client, auth, run_jobs, monkeypatch, kind="chitchat")
client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": "thanks!"}, headers=auth)
assert db_session.query(Job).filter_by(kind="memory_update").count() == 0
nb, _ = _memory_chat(client, auth, run_jobs, monkeypatch, key="")
client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": "I write for founders"}, headers=auth)
assert db_session.query(Job).filter_by(kind="memory_update").count() == 0
def test_chat_stream_says_what_was_saved(client, auth, run_jobs, feed, monkeypatch):
from app.routers import notebooks as nbr
nb, _ = _memory_chat(client, auth, run_jobs, monkeypatch)
async def learned(*a, **k):
return [{"op": "add", "key": "audience", "value": "indie founders"}]
monkeypatch.setattr(nbr, "_learn", learned)
body = client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": "I write for founders"}, headers=auth).text
assert body.index("event: answer") < body.index("event: memory") < body.index("event: done")
assert '"key": "audience"' in body
def test_mind_map_tree_is_capped_and_sources_verified(client, auth, run_jobs, feed, llm):
connect(client, auth, run_jobs)
pricing = next(d for d in docs(client, auth) if d["title"] == "On Pricing")
nb = client.post("/api/notebooks", json={"title": "Money", "document_ids": [pricing["id"]]}, headers=auth).json()
good = {"path": pricing["path"], "line_start": 12, "line_end": 14}
fake = {"path": "sources/fake.md", "line_start": 1, "line_end": 2}
detail = {"label": "Raise slowly", "note": "Small steps.", "sources": [good, fake]}
llm["ExtractIdeas"] = {"ideas": [{"label": f"Idea {i}", "note": "n", "sources": [good], "details": [detail] * 6}
for i in range(8)]}
llm["ArrangeMindMap"] = {"centre": "Pricing", "overview": "How prices change.", "branches": [
{"label": f"Theme {i}", "note": "n", "ideas": [f"0.{i}"]} for i in range(8)]}
art = client.post("/api/artifacts/generate", json={"type": "mind_map", "notebook_id": nb["id"],
"document_ids": [pricing["id"]], "focus": "pricing"}, headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready" and done["type_label"] == "Mind Constellation"
root = done["content"]["root"]
assert len(root["children"]) == 8 # one branch per stored idea, under the cap of 10
leaf = root["children"][0]["children"][0]["children"]
assert len(leaf) == 4 and len(leaf[0]["sources"]) == 1 # the invented source was dropped
assert done["content"]["node_count"] == 1 + 8 * (1 + 1 + 4)
def test_mind_map_reuses_stored_ideas_instead_of_rereading_posts(client, auth, run_jobs, feed, llm):
connect(client, auth, run_jobs)
pricing = next(d for d in docs(client, auth) if d["title"] == "On Pricing")
nb = client.post("/api/notebooks", json={"title": "Money", "document_ids": [pricing["id"]]}, headers=auth).json()
ref = {"path": pricing["path"], "line_start": 1, "line_end": 3}
llm["ExtractIdeas"] = {"ideas": [{"label": "Raise slowly", "note": "n", "sources": [ref], "details": []}]}
llm["ArrangeMindMap"] = {"centre": "Pricing", "overview": "x", "branches": [
{"label": "Theme", "note": "n", "ideas": ["0.0"]}]}
for focus in ("pricing", "trust"):
client.post("/api/artifacts/generate", json={"type": "mind_map", "notebook_id": nb["id"], "focus": focus},
headers=auth)
run_jobs()
assert llm["_calls"].count("ExtractIdeas") == 1 # read once, arranged twice
assert llm["_calls"].count("ArrangeMindMap") == 2
def test_extract_ideas_job_stores_ideas_on_the_post(client, auth, run_jobs, feed, llm, db_session):
from app.models import Document
from app.pipeline.generate import extract_ideas, ideas_fresh
connect(client, auth, run_jobs)
doc = db_session.get(Document, uuid.UUID(docs(client, auth)[0]["id"]))
ref = {"path": doc.path, "line_start": 1, "line_end": 3}
llm["ExtractIdeas"] = {"ideas": [{"label": "An idea", "note": "n", "sources": [ref], "details": []}]}
assert not ideas_fresh(doc)
assert extract_ideas(db_session, None, doc.workspace_id, [str(doc.id)])["extracted"] == 1
db_session.refresh(doc)
assert ideas_fresh(doc) and doc.metadata_json["ideas"][0]["sources"] == [ref]
extract_ideas(db_session, None, doc.workspace_id, [str(doc.id)])
assert llm["_calls"].count("ExtractIdeas") == 1 # current ideas are not re-extracted
def _two_post_notebook(client, auth, run_jobs):
connect(client, auth, run_jobs)
items = docs(client, auth)
a, b = items[0], items[1]
nb = client.post("/api/notebooks", json={"title": "Two", "document_ids": [a["id"], b["id"]]},
headers=auth).json()
return a, b, nb
def _cited_docs(content):
found = set()
def walk(n):
found.update(s["document_id"] for s in n["sources"])
for c in n["children"]:
walk(c)
walk(content["root"])
return found
def test_mind_map_files_ideas_the_model_left_out_so_no_post_is_dropped(client, auth, run_jobs, feed, llm):
a, b, nb = _two_post_notebook(client, auth, run_jobs)
def ideas(title, **inputs):
path = a["path"] if title == a["title"] else b["path"]
return {"ideas": [{"label": f"{title} idea", "note": "n", "details": [],
"sources": [{"path": path, "line_start": 1, "line_end": 3}]}]}
llm["ExtractIdeas"] = ideas
# the model only places the first post's idea
llm["ArrangeMindMap"] = {"centre": "Both", "overview": "x", "branches": [
{"label": "Theme", "note": "n", "ideas": ["0.0", "9.9"]}]}
art = client.post("/api/artifacts/generate", json={"type": "mind_map", "notebook_id": nb["id"],
"focus": "only the first"}, headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready"
assert _cited_docs(done["content"]) == {a["id"], b["id"]}
assert done["content"]["covered_count"] == 2
assert done["content"]["root"]["children"][-1]["label"] == "More from your posts"
def test_mind_map_falls_back_to_opening_lines_when_extraction_fails(client, auth, run_jobs, feed, llm):
a, b, nb = _two_post_notebook(client, auth, run_jobs)
def ideas(title, **inputs):
if title == b["title"]:
raise RuntimeError("model down")
return {"ideas": [{"label": "Idea", "note": "n", "details": [],
"sources": [{"path": a["path"], "line_start": 1, "line_end": 3}]}]}
llm["ExtractIdeas"] = ideas
llm["ArrangeMindMap"] = {"centre": "Both", "overview": "x", "branches": []}
art = client.post("/api/artifacts/generate", json={"type": "mind_map", "notebook_id": nb["id"]},
headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert _cited_docs(done["content"]) == {a["id"], b["id"]}
def test_thumbs_feedback_is_saved_with_the_recall_trace(client, auth, run_jobs, feed, monkeypatch, db_session):
import json as _json
import re as _re
from app.models import MessageFeedback
from app.pipeline.research import ResearchResult
from app.routers import notebooks as nbr
connect(client, auth, run_jobs)
doc = docs(client, auth)[0]
nb = client.post("/api/notebooks", json={"title": "N", "document_ids": [doc["id"]]}, headers=auth).json()
def fake_research(corpus, allowed, question, on_step=None, history=None, notebook_title="", profile="", **_):
return ResearchResult("The answer", False, [], steps=[("search", "pricing")],
recall={"route": {"memory": "lookup", "topic": "pricing"}, "memory_notes": "earlier: x"})
monkeypatch.setattr(nbr, "research", fake_research)
body = client.post(f"/api/notebooks/{nb['id']}/chat", json={"question": "What about pricing?"}, headers=auth).text
chat_id = _json.loads(_re.search(r"event: status\ndata: (.*)", body).group(1))["chat_id"]
msg_id = _json.loads(_re.search(r"event: answer\ndata: (.*)", body).group(1))["message_id"]
url = f"/api/notebooks/messages/{msg_id}/feedback"
down = client.put(url, json={"rating": "down", "reasons": ["forgot_chat", "nonsense"], "comment": " lost the thread "},
headers=auth).json()["feedback"]
assert down == {"rating": "down", "reasons": ["forgot_chat"], "comment": "lost the thread"} # unknown tag dropped
client.put(url, json={"rating": "up"}, headers=auth) # rating again replaces, it does not add a second row
assert db_session.query(MessageFeedback).count() == 1
client.put(url, json={"rating": "down", "reasons": ["wrong"]}, headers=auth)
shown = client.get(f"/api/notebooks/chats/{chat_id}/messages", headers=auth).json()
assert shown[-1]["feedback"]["rating"] == "down" and shown[0]["feedback"] is None
rows = client.get("/api/notebooks/feedback/export?rating=down", headers=auth).json()
assert len(rows) == 1
r = rows[0]
assert r["question"] == "What about pricing?" and r["answer"] == "The answer" and r["reasons"] == ["wrong"]
assert r["recall"]["route"]["memory"] == "lookup" and r["recall"]["steps"] == [{"kind": "search", "detail": "pricing"}]
assert client.get("/api/notebooks/feedback/export?rating=up", headers=auth).json() == []
assert client.put(url, json={"rating": None}, headers=auth).json() == {"feedback": None}
assert client.get("/api/notebooks/feedback/export", headers=auth).json() == []
user_msg = shown[0]["id"]
assert client.put(f"/api/notebooks/messages/{user_msg}/feedback", json={"rating": "up"}, headers=auth).status_code == 404
def _quiz_output(path):
ref = {"path": path, "line_start": 1, "line_end": 3}
fake = {"path": "sources/fake.md", "line_start": 1, "line_end": 2}
return {"questions": [
{"type": "multiple_choice", "question": "Q1?", "options": ["a", "b", "c"], "correct": [1, 2],
"explanation": "e", "sources": [ref, fake]},
{"type": "multiple_select", "question": "Q2?", "options": ["a", "b", "c"], "correct": [0], "explanation": "e"},
{"type": "fill_blank", "question": "The answer is", "answer": "x", "accepted": ["y"], "explanation": "e"},
{"type": "short_answer", "question": "Why?", "answer": "Because.", "explanation": "e"},
{"type": "multiple_choice", "question": "No right option", "options": ["a", "b"], "correct": [9],
"explanation": "e"},
]}
def test_quiz_from_posts_keeps_only_playable_questions_and_real_sources(client, auth, run_jobs, feed, llm):
connect(client, auth, run_jobs)
pricing = next(d for d in docs(client, auth) if d["title"] == "On Pricing")
nb = client.post("/api/notebooks", json={"title": "Money", "document_ids": [pricing["id"]]}, headers=auth).json()
llm["GenerateQuiz"] = _quiz_output(pricing["path"])
art = client.post("/api/artifacts/generate", json={
"type": "quiz", "notebook_id": nb["id"], "document_ids": [pricing["id"]], "difficulty": "hard",
"question_types": ["multiple_choice", "multiple_select", "fill_blank", "short_answer"]}, headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready" and done["type_label"] == "Quiz"
qs = done["content"]["questions"]
assert [q["type"] for q in qs] == ["multiple_choice", "multiple_choice", "fill_blank", "short_answer"]
assert qs[0]["correct"] == [1] and len(qs[0]["sources"]) == 1 # one right answer; the invented source is gone
assert qs[1]["correct"] == [0] # a multiple select with one right answer is asked as a multiple choice
assert qs[2]["question"].count("____") == 1 and qs[2]["accepted"] == ["y"]
assert done["content"]["question_count"] == 4 and done["content"]["source"]["kind"] == "posts"
def test_quiz_from_a_chat_belongs_to_the_chats_notebook(client, auth, run_jobs, feed, llm, db_session):
from app.models import Chat, Message, Notebook
connect(client, auth, run_jobs)
pricing = next(d for d in docs(client, auth) if d["title"] == "On Pricing")
nb = client.post("/api/notebooks", json={"title": "Money", "document_ids": [pricing["id"]]}, headers=auth).json()
row = db_session.get(Notebook, uuid.UUID(nb["id"]))
chat = Chat(workspace_id=row.workspace_id, notebook_id=row.id, title="Pricing chat")
db_session.add(chat)
db_session.flush()
db_session.add_all([Message(chat_id=chat.id, role="user", content="How should I price?"),
Message(chat_id=chat.id, role="assistant", content="Raise slowly [1].")])
db_session.commit()
llm["GenerateQuiz"] = _quiz_output(pricing["path"])
art = client.post("/api/artifacts/generate", json={"type": "quiz", "chat_ids": [str(chat.id)]},
headers=auth).json()
assert art["notebook_id"] == nb["id"]
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready" and done["content"]["source"]["kind"] == "chats"
assert all(q["sources"] == [] for q in done["content"]["questions"]) # a chat has no lines to cite
missing = client.post("/api/artifacts/generate", json={"type": "quiz", "chat_ids": [str(uuid.uuid4())]},
headers=auth)
assert missing.status_code == 404
def _notebook_with_pricing(client, auth, run_jobs):
connect(client, auth, run_jobs)
pricing = next(d for d in docs(client, auth) if d["title"] == "On Pricing")
nb = client.post("/api/notebooks", json={"title": "Money", "document_ids": [pricing["id"]]}, headers=auth).json()
return pricing, nb
def test_flashcards_drop_repeats_empties_and_invented_sources(client, auth, run_jobs, feed, llm):
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
good = {"path": pricing["path"], "line_start": 1, "line_end": 3}
fake = {"path": "sources/fake.md", "line_start": 1, "line_end": 2}
llm["GenerateFlashcards"] = {"cards": [
{"front": "Raise slowly?", "back": "Yes.", "sources": [good, fake]},
{"front": "raise slowly?", "back": "Repeat.", "sources": []},
{"front": "No back", "back": "", "sources": []},
]}
art = client.post("/api/artifacts/generate", json={"type": "flashcards", "notebook_id": nb["id"],
"document_ids": [pricing["id"]], "count": "fewer"}, headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready" and done["type_label"] == "Flashcards"
cards = done["content"]["cards"]
assert len(cards) == 1 and len(cards[0]["sources"]) == 1
def _make_report(client, auth, run_jobs, llm, pricing, nb):
llm["WriteReport"] = {"report_title": "Pricing Brief", "markdown": "## One\nFirst point [1].\n\n## Two\nSecond [2]."}
art = client.post("/api/artifacts/generate", json={
"type": "report", "notebook_id": nb["id"], "document_ids": [pricing["id"]], "report_format": "document",
"template_id": "briefing", "instructions": "Write a brief."}, headers=auth).json()
run_jobs()
return client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
def test_document_report_is_blocks_without_citations_and_with_the_posts_it_was_made_from(client, auth, run_jobs, feed, llm):
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
done = _make_report(client, auth, run_jobs, llm, pricing, nb)
c = done["content"]
assert done["status"] == "ready" and done["type_label"] == "Report" and c["format"] == "document"
assert [b["type"] for b in c["blocks"]] == ["prose", "prose"] and c["blocks"][0]["id"] == "b1"
assert c["citations"] == [] and not any("[" in b["text"] for b in c["blocks"]) # a report cites nothing: markers are removed
assert c["suggestions"] == [] # a document never offers visuals; only an interactive report does
assert c["sources"][0]["title"] == "On Pricing" and c["instructions"] == "Write a brief." # what the drop-down shows
def test_add_and_remove_a_suggested_visual(client, auth, run_jobs, feed, llm):
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
done = _make_report(client, auth, run_jobs, llm, pricing, nb)
llm["GenerateFlashcards"] = {"cards": [{"front": "Term", "back": "Meaning", "sources": []}]}
r = client.post(f"/api/reports/{done['id']}/blocks", json={
"kind": "flashcards", "after_block_id": "b1", "brief": "Terms"}, headers=auth)
assert r.status_code == 200, r.text
run_jobs()
c = client.get(f"/api/artifacts/{done['id']}", headers=auth).json()["content"]
assert [b["type"] for b in c["blocks"]] == ["prose", "flashcards", "prose"]
assert c["blocks"][1]["after"] == "b1" and c["suggestions"] == []
added = c["blocks"][1]["id"]
def saved_sets():
items = client.get("/api/artifacts", params={"type": "flashcards", "notebook_id": nb["id"]}, headers=auth).json()
return [a for a in (items["items"] if isinstance(items, dict) else items) if a["status"] == "ready"]
assert len(saved_sets()) == 1 # a set made in the report is also in the notebook's Studio list
assert client.delete(f"/api/reports/{done['id']}/blocks/b1", headers=auth).status_code == 404 # prose stays
assert client.delete(f"/api/reports/{done['id']}/blocks/{added}", headers=auth).status_code == 200
assert len(saved_sets()) == 1 # still there to use again, and not saved twice
# a kind of visual the report does not know is refused
assert client.post(f"/api/reports/{done['id']}/blocks", json={"kind": "poem"}, headers=auth).status_code == 422
def test_shared_report_shows_only_the_whitelist_and_can_be_revoked(client, auth, run_jobs, feed, llm):
import json
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
done = _make_report(client, auth, run_jobs, llm, pricing, nb)
share = client.post(f"/api/artifacts/{done['id']}/share", headers=auth).json()
assert share["shared"] and "/r/" in share["url"]
token = share["url"].rsplit("/", 1)[1]
public = client.get(f"/api/public/reports/{token}") # no auth header
assert public.status_code == 200 and public.headers["x-robots-tag"].startswith("noindex")
body = public.json()
raw = json.dumps(body)
assert body["title"] == "Pricing Brief" and "[1]" not in raw
for leak in (pricing["path"], pricing["id"], '"quote"', '"span"', '"suggestions"', "Write a brief.",
str(done["id"]), '"citations"'):
assert leak not in raw
assert body["sources"]["posts"][0]["title"] == "On Pricing"
client.patch(f"/api/artifacts/{done['id']}/share", json={"show_sources": False}, headers=auth)
assert "sources" not in client.get(f"/api/public/reports/{token}").json()
client.patch("/api/settings", json={"allow_public_links": False}, headers=auth)
assert client.get(f"/api/public/reports/{token}").status_code == 404 # the workspace switch ends every link
assert client.post(f"/api/artifacts/{done['id']}/share", headers=auth).status_code == 403
client.patch("/api/settings", json={"allow_public_links": True}, headers=auth)
assert client.delete(f"/api/artifacts/{done['id']}/share", headers=auth).json()["shared"] is False
assert client.get(f"/api/public/reports/{token}").status_code == 404
assert client.get("/api/public/reports/not-a-token").status_code == 404
def test_interactive_report_only_suggests_visuals_until_the_reader_adds_them(client, auth, run_jobs, feed, llm,
monkeypatch):
from app.llm import run
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
good = {"path": pricing["path"], "line_start": 1, "line_end": 3}
llm["PlanInteractiveReport"] = {"report_title": "Pricing, Visually", "sections": [
{"heading": "Why price", "brief": "b",
"embed": {"kind": "flashcards", "title": "Terms", "brief": "terms", "why": "Learn them"}},
{"heading": "How to raise", "brief": "b",
"embed": {"kind": "flashcards", "title": "Again", "brief": "x", "why": "dup"}},
{"heading": "Compare", "brief": "b",
"embed": {"kind": "table", "title": "Options", "brief": "options", "why": "Not a kind we offer"}}]}
monkeypatch.setattr(run, "predict_many", lambda sig, inputs, **kw: [
{"markdown": f"Body {i} [1]."} for i, _ in enumerate(inputs)])
art = client.post("/api/artifacts/generate", json={
"type": "report", "notebook_id": nb["id"], "document_ids": [pricing["id"]], "report_format": "interactive",
"instructions": "Make it interactive."}, headers=auth).json()
run_jobs()
c = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()["content"]
assert c["format"] == "interactive"
assert [b["type"] for b in c["blocks"]] == ["prose", "prose", "prose"] # nothing is built until the reader asks
# a table is not a visual we offer; the plan suggested no infographic, so one is offered before the last section
assert [(s["after_block_id"], s["kind"]) for s in c["suggestions"]] == [
("b1", "flashcards"), ("b2", "infographic"), ("b2", "quiz")] # filled up to three
assert "GenerateFlashcards" not in llm["_calls"]
assert c["citations"] == [] and not any("[" in b["text"] for b in c["blocks"]) # nothing is cited
r = client.post(f"/api/reports/{art['id']}/blocks", json={
"kind": "table", "after_block_id": "b3", "brief": "options"}, headers=auth)
assert r.status_code == 422 # only a mind map, flashcards, a quiz or an infographic can be added
llm["PlanInteractiveReport"] = {"report_title": "x", "sections": []} # an unusable plan
llm["WriteReport"] = {"report_title": "Plain", "markdown": "## A\nText.\n\n## B\nMore.", "citations": []}
art2 = client.post("/api/artifacts/generate", json={
"type": "report", "notebook_id": nb["id"], "document_ids": [pricing["id"]], "report_format": "interactive"},
headers=auth).json()
run_jobs()
done = client.get(f"/api/artifacts/{art2['id']}", headers=auth).json()
assert done["status"] == "ready" and done["content"]["format"] == "document"
def test_quiz_can_be_made_from_posts_and_chats_together(client, auth, run_jobs, feed, llm, db_session):
from app.models import Chat, Message, Notebook
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
row = db_session.get(Notebook, uuid.UUID(nb["id"]))
chat = Chat(workspace_id=row.workspace_id, notebook_id=row.id, title="Pricing chat")
db_session.add(chat)
db_session.flush()
db_session.add_all([Message(chat_id=chat.id, role="user", content="How should I price?"),
Message(chat_id=chat.id, role="assistant", content="Raise slowly.")])
db_session.commit()
seen = {}
def quiz(**inputs):
seen["material"] = inputs["material"]
return {"questions": [{"type": "multiple_choice", "question": "Q?", "options": ["a", "b"], "correct": [0],
"explanation": "e", "sources": []}]}
llm["GenerateQuiz"] = quiz
art = client.post("/api/artifacts/generate", json={
"type": "quiz", "notebook_id": nb["id"], "document_ids": [pricing["id"]], "chat_ids": [str(chat.id)]},
headers=auth).json()
assert art["notebook_id"] == nb["id"]
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready" and done["content"]["source"]["kind"] == "mixed"
assert done["content"]["source"]["document_ids"] == [pricing["id"]] and len(done["content"]["source"]["chat_ids"]) == 1
assert any(m.startswith("FILE ") for m in seen["material"]) and any(m.startswith("CHAT ") for m in seen["material"])
def test_a_document_report_keeps_whatever_sections_the_ai_wrote_and_suggests_nothing(client, auth, run_jobs, feed, llm):
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
llm["WriteReport"] = {"report_title": "Pricing", "citations": [], "markdown":
"## Why price\nText.\n\n## How to raise\nMore.\n\n## Quick quiz\n1. What is a price? (Answer: x)"}
def make(instructions):
art = client.post("/api/artifacts/generate", json={
"type": "report", "notebook_id": nb["id"], "document_ids": [pricing["id"]], "report_format": "document",
"instructions": instructions}, headers=auth).json()
run_jobs()
return client.get(f"/api/artifacts/{art['id']}", headers=auth).json()["content"]
c = make("Write a short brief.")
assert [b["text"].split("\n")[0] for b in c["blocks"]][-1] == "## Quick quiz" and c["suggestions"] == []
# ---- infographics ----------------------------------------------------------------------------------------------
def _fake_infographic(**over):
nodes = "".join(f'<div class="node"><span class="n-no">0{i}</span><span class="n-t">Idea {i}</span>'
'<span class="n-d">A short plain sentence about it.</span></div>' for i in range(4))
out = {"title": "Pricing <script>x</script> Plan", "subtitle": "How to raise prices", "eyebrow": "Pricing", "key_figures": [{"value": "30%", "label": "Raise carefully"}, {"value": "x" * 40, "label": "<b>Long</b> one"}],
"body_html": f'<section class="sec"><div class="sec-t">Ideas</div><div class="flow">{nodes}</div></section>'
'<script>bad()</script><img src=x onerror=alert(1)><a href="http://evil.test">a link that stays as plain text</a>',
"rule": "Raise slowly.", "notes": ["One.", "Two.", "Three."]}
return {"design": {**out, **over}}
@pytest.fixture(autouse=True)
def _no_chrome_fit(monkeypatch):
"""The fit of an infographic is measured in Chrome when it is made; tests do not need a browser."""
monkeypatch.setattr("app.pipeline.infographic.measure_fit", lambda html, layout: 1.0)
def test_every_theme_escapes_and_clamps_model_text():
from app.infographics.content import SAMPLE, STRESS, clamp
from app.infographics.render import build_html
from app.infographics.themes import THEMES
evil = clamp({**SAMPLE, "title": "<img src=x onerror=alert(1)> Hello", "rule": "<script>bad()</script> ok"})
assert "<" not in evil["title"] and "<" not in evil["rule"]
long = clamp(STRESS)
assert len(long["title"]) <= 60 and len(long["items"]) == 5 and len(long["steps"]) == 8
assert clamp({**SAMPLE, "items": SAMPLE["items"][:2]}) is None # too few to draw
for tid in THEMES:
html = build_html(tid, evil)
assert "<script" not in html and "onerror" not in html and "Hello" in html, tid
for tid in THEMES:
html = build_html(tid, evil)
assert 'class="mark"' in html and "<span>notestack.ai</span>" in html # every theme carries the mark (logo and name)
def test_infographic_is_a_page_at_once_and_can_be_shared_by_link(client, auth, run_jobs, feed, llm):
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
llm["ExtractIdeas"] = {"ideas": []}
llm["DesignInfographic"] = _fake_infographic()
art = client.post("/api/artifacts/generate", json={"type": "infographic", "notebook_id": nb["id"],
"document_ids": [pricing["id"]], "theme": "paper", "ig_style": "flowchart", "instructions": "About raising prices"},
headers=auth).json()
assert art["type_label"] == "Infographic"
run_jobs()
done = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert done["status"] == "ready" and done["content"]["theme"] == "paper" and not done["download_url"]
html = done["content"]["html"]
assert "Idea 0" in html and "<script" not in html and "<img" not in html and "evil.test" not in html and "onerror" not in html
assert 'class="fig-v">30%<' in html
assert "notestack.ai" in html and "html_landscape" in done["content"] and "ig2 look-paper landscape" in done["content"]["html_landscape"]
assert done["content"]["content"]["fit"] == {"landscape": 1.0, "portrait": 1.0}
share = client.post(f"/api/artifacts/{art['id']}/share", headers=auth).json()
assert share["shared"] and "/r/" in share["url"]
token = share["url"].rsplit("/", 1)[1]
public = client.get(f"/api/public/reports/{token}") # no auth header
assert public.status_code == 200 and public.headers["x-robots-tag"].startswith("noindex")
body = public.json()
assert body["kind"] == "infographic" and "Idea 0" in body["html"]
raw = str(body)
for leak in (pricing["path"], pricing["id"], art["id"], "About raising prices", "document_ids"):
assert leak not in raw
assert client.delete(f"/api/artifacts/{art['id']}/share", headers=auth).json()["shared"] is False
assert client.get(f"/api/public/reports/{token}").status_code == 404
def test_infographic_needs_a_source_and_enough_text_and_obeys_its_limit(client, auth, run_jobs, feed, llm, monkeypatch):
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
llm["ExtractIdeas"] = {"ideas": []}
llm["DesignInfographic"] = _fake_infographic(body_html="")
art = client.post("/api/artifacts/generate", json={"type": "infographic", "notebook_id": nb["id"],
"document_ids": [pricing["id"]]}, headers=auth).json()
run_jobs()
failed = client.get(f"/api/artifacts/{art['id']}", headers=auth).json()
assert failed["status"] == "failed" and "enough" in failed["content"]["error"]
assert client.post("/api/artifacts/generate", json={"type": "infographic", "notebook_id": nb["id"],
"document_ids": []}, headers=auth).status_code == 400
import dataclasses
from app.services import usage
real = usage.effective_plan
monkeypatch.setattr(usage, "effective_plan", lambda db, ws: dataclasses.replace(real(db, ws), infographics=1))
r = client.post("/api/artifacts/generate", json={"type": "infographic", "notebook_id": nb["id"],
"document_ids": [pricing["id"]]}, headers=auth)
assert r.status_code == 402
def test_a_report_can_add_an_infographic_that_shows_on_the_shared_page(client, auth, run_jobs, feed, llm):
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
done = _make_report(client, auth, run_jobs, llm, pricing, nb)
llm["ExtractIdeas"] = {"ideas": []}
llm["DesignInfographic"] = _fake_infographic()
r = client.post(f"/api/reports/{done['id']}/blocks", json={"kind": "infographic", "after_block_id": "b1",
"brief": "The steps to raise prices", "theme": "paper"}, headers=auth)
assert r.status_code == 200, r.text
run_jobs() # adds the block, and writes the infographic it points at
block = next(b for b in client.get(f"/api/artifacts/{done['id']}", headers=auth).json()["content"]["blocks"]
if b["type"] == "infographic")
assert block["theme"] == "paper" and block["status"] == "ready" and "Idea 0" in block["html"]
token = client.post(f"/api/artifacts/{done['id']}/share", headers=auth).json()["url"].rsplit("/", 1)[1]
public = client.get(f"/api/public/reports/{token}").json()
shared = next(b for b in public["blocks"] if b["type"] == "infographic")
assert "Idea 0" in shared["html"] and "artifact_id" not in shared and "theme" not in shared
def test_a_composed_infographic_keeps_only_allowed_markup_and_draws_in_every_look():
from app.infographics.design import LOOKS, SAMPLE, build_content, render_design, sanitize_body
from app.infographics.render import SIZES
dirty = ('<div class="node evil" style="x:y" onclick="a()" id="k"><span class="n-t">A node title long enough to count</span>'
'<script>bad()</script><iframe src="http://x"></iframe><svg><circle/></svg><a href="http://e.test">words that stay</a>'
'<span class="n-d">Another line of readable text here — with a dash</span></div>')
clean = sanitize_body(dirty)
assert clean and 'class="node"' in clean
for bad in ("style", "onclick", "id=", "<script", "<iframe", "<svg", "<a ", "href", "evil.test", "—"):
assert bad not in clean
assert "words that stay" in clean
assert sanitize_body("") is None and sanitize_body("<div></div>") is None and sanitize_body("<script>x()</script>") is None
assert sanitize_body('<div class="node">' + "word " * 5000 + "</div>") is None # more than a poster holds
figs = build_content({**SAMPLE, "title": "<b>Hi</b> there", "key_figures": [{"value": "9" * 40, "label": "<i>Up</i> a lot"}, {"value": "", "label": "none"}]})["key_figures"]
assert figs == [{"value": "9" * 13 + "…", "label": "Up a lot"}]
assert build_content({**SAMPLE, "body_html": "<p></p>"}) is None
for look in LOOKS:
for layout in SIZES:
html = render_design(look, SAMPLE, layout)
assert f"look-{look} {layout}" in html and "notestack.ai" in html and "<script" not in html
assert "--fit:0.7" in render_design("mono", {**SAMPLE, "fit": {"portrait": 0.7}}, "portrait")
def test_artifacts_can_be_rated_with_a_thumb_and_reasons(client, auth, run_jobs, feed, llm):
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
llm["ExtractIdeas"] = {"ideas": []}
llm["DesignInfographic"] = _fake_infographic()
art = client.post("/api/artifacts/generate", json={"type": "infographic", "notebook_id": nb["id"],
"document_ids": [pricing["id"]]}, headers=auth).json()
# Not finished yet: nothing to rate
assert client.put(f"/api/artifacts/{art['id']}/feedback", json={"rating": "up"}, headers=auth).status_code == 400
run_jobs()
url = f"/api/artifacts/{art['id']}/feedback"
assert client.get(f"/api/artifacts/{art['id']}", headers=auth).json()["feedback"] is None
up = client.put(url, json={"rating": "up"}, headers=auth).json()["feedback"]
assert up == {"rating": "up", "reasons": [], "comment": None}
listed = client.get(f"/api/notebooks/{nb['id']}/artifacts", headers=auth).json()
assert next(a for a in listed if a["id"] == art["id"])["feedback"]["rating"] == "up"
# Rating again replaces it; unknown reasons are dropped, known ones for this kind kept; a thumbs up carries none
down = client.put(url, json={"rating": "down", "reasons": ["messy_layout", "nonsense", "wrong_answers"],
"comment": " Boxes overlap "}, headers=auth).json()["feedback"]
assert down == {"rating": "down", "reasons": ["messy_layout"], "comment": "Boxes overlap"}
assert client.get("/api/artifacts?type=infographic", headers=auth).json()["items"][0]["feedback"]["rating"] == "down"
rows = client.get("/api/artifacts/feedback/export?rating=down", headers=auth).json()
assert len(rows) == 1 and rows[0]["type"] == "infographic" and rows[0]["snapshot"]["layout"] == "composed"
assert client.get("/api/artifacts/feedback/export?rating=up", headers=auth).json() == []
assert client.put(url, json={"rating": None}, headers=auth).json() == {"feedback": None}
assert client.get(f"/api/artifacts/{art['id']}", headers=auth).json()["feedback"] is None
# Only reports, quizzes, flashcards and infographics are rated
summary = client.post("/api/artifacts/generate", json={"type": "summary", "notebook_id": nb["id"]}, headers=auth).json()
assert "feedback" not in summary
assert client.put(f"/api/artifacts/{summary['id']}/feedback", json={"rating": "up"}, headers=auth).status_code == 400
def test_rating_an_artifact_is_logged_without_the_comment_text(client, auth, run_jobs, feed, llm, caplog):
import logging
pricing, nb = _notebook_with_pricing(client, auth, run_jobs)
llm["ExtractIdeas"] = {"ideas": []}
llm["DesignInfographic"] = _fake_infographic()
art = client.post("/api/artifacts/generate", json={"type": "infographic", "notebook_id": nb["id"],
"document_ids": [pricing["id"]]}, headers=auth).json()
url = f"/api/artifacts/{art['id']}/feedback"
with caplog.at_level(logging.INFO, logger="app.routers.artifacts"):
client.put(url, json={"rating": "up"}, headers=auth) # not finished: refused, and said so
run_jobs()
client.put(url, json={"rating": "down", "reasons": ["messy_layout"], "comment": "private words here"}, headers=auth)
client.get("/api/artifacts/feedback/export", headers=auth)
client.put(url, json={"rating": None}, headers=auth)
text = "\n".join(r.getMessage() for r in caplog.records)
assert "feedback refused" in text and "feedback saved" in text and "feedback exported" in text and "feedback removed" in text
assert art["id"] in text and "rating=down" in text and "messy_layout" in text and "comment_chars=18" in text
assert "private words here" not in text
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