def test_tdataset():
a = App("testkey")
t1 = a.objects.create("obj1", key="key1")
t1.insert_array(
[{"t": 2, "d": 73}, {"t": 5, "d": 84}, {"t": 8, "d": 81}, {"t": 11, "d": 79}]
)
ds = Dataset(a, t1=0, t2=8.1, dt=2)
ds.add("temperature", t1)
res = ds.run()
assert 5 == len(res)
lists_equal(
res,
[
{"t": 0, "d": {"temperature": 73}},
{"t": 2, "d": {"temperature": 73}},
{"t": 4, "d": {"temperature": 84}},
{"t": 6, "d": {"temperature": 84}},
{"t": 8, "d": {"temperature": 81}},
],
)
for o in a.objects():
o.delete()
def test_basics():
a = App("testkey")
assert a.owner.username == "test"
a.owner.name = "Myname"
assert a.owner.name == "Myname"
assert len(a.objects()) == 0
o = a.objects.create("myobj", {"schema": {"type": "number"}})
assert o.name == "myobj"
assert o.type == "timeseries"
assert len(a.objects()) == 1
assert o == a.objects[o.id]
assert o.length() == 0
o.append(2)
assert o.length() == 1
d = o[:]
assert len(d) == 1
assert d[0]["d"] == 2
assert "dt" not in d[0]
o.append(3, duration=9)
d = o[:]
assert len(d) == 2
assert d[1]["d"] == 3
assert d[1]["dt"] == 9
o.remove() # Clear the timeseries
assert len(o) == 0
o.delete()
assert len(a.objects()) == 0
def test_metamod():
a = App("testkey")
o = a.objects.create("myobj", otype="timeseries")
o.meta = {"schema": {"type": "number"}}
assert o.cached_data["meta"]["schema"]["type"] == "number"
assert o.meta["schema"]["type"] == "number"
assert o.meta.schema["type"] == "number"
with pytest.raises(Exception):
o.meta = {"foo": "bar"}
with pytest.raises(Exception):
o.meta = {"schema": "lol"}
del o.meta.schema
o.read(
) # TODO: this is currently needed because the schema is reset to default on server, and this is not reflected in local cache
assert o.meta.schema is not None
assert len(o.meta.schema) == 0
o.meta.schema = {"type": "number"}
assert o.meta.schema["type"] == "number"
with pytest.raises(Exception):
o.meta.lol = "lel"
for o in a.objects():
o.delete()
def test_merge():
a = App("testkey")
t1 = a.objects.create("obj1", key="key1")
t2 = a.objects.create("obj2", key="key2")
t3 = a.objects.create("obj3", key="key3")
t1.insert_array(
[
{"t": 1, "d": 1},
{"t": 2, "d": 1},
{"t": 3, "d": 1},
{"t": 4, "d": 1},
{"t": 5, "d": 1},
]
)
t2.insert_array(
[
{"t": 1.1, "d": 2},
{"t": 2.1, "d": 2},
{"t": 3.1, "d": 2},
{"t": 4.1, "d": 2},
{"t": 5.1, "d": 2},
]
)
t3.insert_array(
[
{"t": 1.2, "d": 3},
{"t": 2.2, "d": 3},
{"t": 3.3, "d": 3},
{"t": 4.4, "d": 3},
{"t": 5.5, "d": 3},
]
)
m = Merge(a)
m.add(t1)
m.add(t2.id, t1=3.0)
m.add(t3, i1=1, i2=2)
result = m.run()
lists_equal(
result,
[
{"t": 1, "d": 1},
{"t": 2, "d": 1},
{"t": 2.2, "d": 3},
{"t": 3, "d": 1},
{"t": 3.1, "d": 2},
{"t": 4, "d": 1},
{"t": 4.1, "d": 2},
{"t": 5, "d": 1},
{"t": 5.1, "d": 2},
],
)
for o in a.objects():
o.delete()
async def test_objects_async():
app = App("testkey",session="async")
objs = await app.objects()
assert len(objs) == 0
obj = await app.objects.create("My Timeseries",
type="timeseries",
meta={"schema":{"type":"number"}},
tags="myts mydata",
key="myts")
objs = await app.objects()
assert len(objs) == 1
assert objs[0] == obj
assert objs[0].id==obj.id
assert objs[0].meta == obj.meta
assert objs[0]["name"] == "My Timeseries"
assert objs[0]["type"] == "timeseries"
assert (await (obj.name)) == "My Timeseries"
# Reading and Updating Properties
# Reads the key property from the server
assert (await obj.key) == "myts"
# Uses the previously read cached data, avoiding a server query
assert obj["key"] == "myts"
await obj.read()
assert obj["key"]=="myts"
await obj.update(description="My description")
assert obj["description"] == "My description"
assert obj.meta == {"schema": {"type": "number"}}
assert (await obj.meta()) == {"schema": {"type": "number"}}
await obj.meta.update(schema={"type": "string"})
assert obj.meta == {"schema": {"type": "string"}}
assert (await obj.meta()) == {"schema": {"type": "string"}}
await obj.meta.delete("schema")
assert (await obj.meta()) == {"schema": {}}
assert (await app.objects(key="myts"))[0] == obj
with pytest.raises(Exception):
assert obj["app"]==app
with pytest.raises(Exception):
assert (await obj.app) == app
await app.read()
assert obj["app"]==app
assert (await obj.app) == app
await obj.delete()
assert len(await (app.objects()))==0
def test_app():
app = App("testkey",session="sync")
assert app.id == "self"
app.read()
assert app.id!="self"
app.description = "hello worldd"
assert app["description"] == "hello worldd"
assert app["owner"]["username"]=="test"
assert app.owner["username"]=="test"
async def test_ts_async():
app = App("testkey",session="async")
obj = await app.objects.create("My Timeseries",
type="timeseries",
meta={"schema":{"type":"number"}},
tags="myts mydata",
key="myts")
assert (await obj.length())==0
# Add a datapoint 5 with current timestamp to the series
await obj.append(5)
assert (await obj(i=-1))[0]["d"]==5
# Insert the given array of data
await obj.insert_array([{"d": 6, "t": time.time()},{"d": 7, "t": time.time()+0.01, "dt": 5.3}])
assert (await obj.length())==3
assert (await obj(i=-1))[0]["d"]==7
assert (await obj(i1=1)).d()==[6,7]
ts = await obj(t1="now-1d")
assert len(ts)==3
ts = await obj(t1="now-1d",t2="now-10s")
assert len(ts)==0
await obj.remove(i=-1)
assert (await obj.length())==2
assert (await obj[-1])["d"]==6
await obj.delete()
def test_ts():
a = App("testkey")
ts = a.objects.create("myts", key="key1")
assert len(ts) == 0
ts.insert("hi!")
assert len(ts) == 1
assert len(ts(t1="now-10s")) == 1
assert len(ts(t1="now")) == 0
def test_metamod():
a = App("testkey")
o = a.objects.create("myobj", otype="timeseries")
o.meta = {"schema": {"type": "number"}}
assert o.cached_data["meta"]["schema"]["type"] == "number"
assert o.cached_data["meta"]["actor"] == False
assert o.meta["schema"]["type"] == "number"
assert o.meta["actor"] == False
def test_notifications():
a = App("testkey")
assert len(a.notifications()) == 0
a.notify("hi", "hello")
assert len(a.notifications()) == 1
a.notifications.delete("hi")
assert len(a.notifications()) == 0
def test_appscope():
# Makes sure that removing owner's access doesn't affect the App's access
a = App("testkey")
o = a.objects.create("myobj")
assert o.access == "*"
o.key = "lol"
o.owner_scopes = "read"
assert o.read()["key"] == "lol"
o.key = "hiya"
assert o.read()["key"] == "hiya"
async def test_app_async():
app = App("testkey",session="async")
assert app.id == "self"
await app.read()
assert app.id!="self"
await app.update(description="hello worldd")
assert app["description"] == "hello worldd"
assert app["owner"]["username"]=="test"
assert (await app.owner)["username"]=="test"
def test_ts():
a = App("testkey")
ts = a.objects.create("myts", key="key1")
assert len(ts) == 0
ts.insert("hi!")
assert len(ts) == 1
assert len(ts(t1="now-10s")) == 1
assert len(ts(t1="now")) == 0
assert ts[0]["d"] == "hi!"
assert ts[-1]["d"] == "hi!"
ts.insert("hello")
assert ts[0]["d"] == "hi!"
assert ts[-1]["d"] == "hello"
ts.delete()
def test_metamod():
a = App("testkey")
o = a.objects.create("myobj", otype="timeseries")
o.meta = {"schema": {"type": "number"}}
assert o.cached_data["meta"]["schema"]["type"] == "number"
# assert o.cached_data["meta"]["actor"] == False
assert o.meta["schema"]["type"] == "number"
# assert o.meta["actor"] == False
with pytest.raises(Exception):
o.meta = {"foo": "bar"}
with pytest.raises(Exception):
o.meta = {"schema": "lol"}
def test_kv():
a = App("testkey")
assert len(a.kv()) == 0
a.kv["test"] = True
assert len(a.kv()) == 1
assert a.kv["test"] == True
del a.kv["test"]
assert len(a.kv()) == 0
async def test_basics_async():
a = App("testkey", session="async")
await (await a.owner).update(name="Myname2")
assert await (await a.owner).name == "Myname2"
assert len(await a.objects()) == 0
o = await a.objects.create("myobj2", {"schema": {"type": "number"}})
assert o.name == "myobj2"
assert o.type == "timeseries"
assert len(await a.objects()) == 1
assert o == await a.objects[o.id]
await o.delete()
def test_app_keychange():
# This test has to happen last, because once the app key is changed,
# there is no more logging in from other tests.
app = App("testkey",session="sync")
result = app.update(name="My Test App")
assert not "access_token" in result
result = app.update(access_token=True)
with pytest.raises(HeedyException):
app.read()
assert result["access_token"]!="testkey"
newapp = App(result["access_token"],url=app.session.url)
assert newapp.name == "My Test App"
def test_ts():
app = App("testkey")
obj = app.objects.create("My Timeseries",
type="timeseries",
meta={"schema":{"type":"number"}},
tags="myts mydata",
key="myts")
assert len(obj)==0
obj.append(5)
assert obj[-1]["d"]==5
# Insert the given array of data
obj.insert_array([{"d": 6, "t": time.time()},{"d": 7, "t": time.time()+0.01, "dt": 5.3}])
assert len(obj)==3
assert obj[-1]["d"]==7
assert obj[1:].d()==[6,7]
assert obj[1:].d()==[6,7]
ts = obj(t1="now-1d")
assert len(ts)==3
ts = obj(t1="now-1d",t2="now-10s")
assert len(ts)==0
ts = obj(t1="1 hour ago")
assert len(ts)==3
assert obj(transform="sum")[0]["d"]==18
obj.remove(i=-1)
assert len(obj)==2
assert obj[-1]["d"]==6
obj.remove(t=ts[0]["t"])
assert len(obj)==1
assert obj[0]["d"]==6
obj.delete()
def test_df():
a = App("testkey")
ts = a.objects.create("myts", key="key1")
assert len(ts) == 0
assert isinstance(ts[:].to_df(), pd.DataFrame)
ts.insert(5)
ts.insert(6)
assert isinstance(ts[:].to_df(), pd.DataFrame)
assert len(ts[:].to_df().d) == 2
assert ts[:].to_df().d[0] == 5
assert ts[:].to_df().d[1] == 6
assert isinstance(ts[:], DatapointArray)
assert isinstance(ts(output_type="dataframe"), pd.DataFrame)
Timeseries.output_type = "dataframe"
assert isinstance(ts[:], pd.DataFrame)
assert isinstance(ts(output_type="list"), DatapointArray)
ts.delete()
def test_objects():
app = App("testkey")
assert len(app.objects())==0
obj = app.objects.create("My Timeseries",
type="timeseries",
meta={"schema":{"type":"number"}},
tags="myts mydata",
key="myts")
objs = app.objects()
assert len(objs) == 1
assert objs[0] == obj
assert objs[0].id==obj.id
assert objs[0].meta == obj.meta
assert objs[0]["name"] == "My Timeseries"
assert objs[0]["type"] == "timeseries"
assert obj.name == "My Timeseries"
# Reading and Updating properties
# Reads the key property from the server
assert obj.key == "myts"
# Uses the previously read cached data, avoiding a server query
assert obj["key"] == "myts"
obj.read()
assert obj["key"]=="myts"
obj.description = "My description"
assert obj.description == "My description"
obj.update(description="My description2")
assert obj["description"] == "My description2"
obj["description"] = "My description3"
assert obj.description == "My description3"
assert obj.meta == {"schema": {"type": "number"}}
assert obj.meta() == {"schema": {"type": "number"}}
obj.meta.schema = {"type": "string"}
assert obj.meta == {"schema": {"type": "string"}}
assert obj.meta() == {"schema": {"type": "string"}}
obj.meta["schema"] = {"type": "boolean"}
assert obj.meta == {"schema": {"type": "boolean"}}
del obj.meta.schema
assert obj.meta() == {"schema": {}}
assert app.objects(key="myts")[0] == obj
with pytest.raises(Exception):
assert obj["app"]==app
with pytest.raises(Exception):
assert obj.app == app
app.read()
assert obj["app"]==app
assert obj.app == app
obj.delete()
assert len(app.objects())==0
def test_tags_and_keys():
a = App("testkey")
a.objects.create("obj1", tags="tag1 tag2", key="key1")
a.objects.create("obj2", tags="tag1 tag3", key="key2")
assert len(a.objects(key="key1")) == 1
assert len(a.objects(key="key2")) == 1
assert len(a.objects(key="key3")) == 0
assert len(a.objects(key="")) == 0
assert len(a.objects(tags="tag1")) == 2
assert len(a.objects(tags="tag1 tag3")) == 1
assert len(a.objects(tags="tag1 tag3", key="key1")) == 0
with pytest.raises(Exception):
a.objects.create("obj3", tags="tag1 tag3", key="key2")
a.objects(key="key1")[0].tags = "tag4"
assert len(a.objects(tags="tag1")) == 1
assert len(a.objects(tags="tag4")) == 1
a.objects(key="key2")[0].key = ""
assert len(a.objects(key="key2")) == 0
assert len(a.objects(key="")) == 1
for o in a.objects():
o.delete()
def test_appschema():
a = App("testkey")
with pytest.raises(Exception):
a.settings = {"lol": 12}
a.settings_schema = {"lol": {"type": "number", "default": 42}}
assert a.settings["lol"] == 42
a.settings = {"lol": 12}
assert a.settings["lol"] == 12
with pytest.raises(Exception):
a.settings = {"lol": "hi"}
with pytest.raises(Exception):
a.settings = {"lol": 24, "hee": 1}
with pytest.raises(Exception):
a.settings_schema = {"lol": {"type": "string", "default": "hi"}}
a.update(
settings={"lol": "hi"},
settings_schema={"lol": {
"type": "string",
"default": "hello"
}},
)
assert a.settings["lol"] == "hi"
a.settings_schema = {"lol": {"type": "string"}, "li": {"type": "number"}}
with pytest.raises(Exception):
a.settings_schema = {
"lol": {
"type": "string"
},
"li": {
"type": "number"
},
"required": ["li"],
}
from heedy import App
c = App("gV9A4/J0eS4nLGAnzYyn")
s = c.listObjects()[1]
print(s.length())
print(s.append("hi"))
print(s.length())
print(s())
print(s.delete(i=0))
print(s.length())
print(s())
def test_indexerror():
a = App("testkey")
ts = a.objects.create("myobj")
ts.insert("hi!")
assert len(ts(i1=-1, i2=0)) == 0