def test_interpolation_type_mapping(client: Client, suffix_source):
many_series = list(client.search(SeriesSelector(
suffix_source("sql-list"))))
interpolation_types = [(metadata.series.name, metadata.interpolation_type)
for metadata in many_series]
assert ("test-tag-1", InterpolationType.LINEAR) in interpolation_types
assert ("test-tag-4", InterpolationType.STEPPED) in interpolation_types
def test_metadata_no_dictionary_query(client: Client, suffix_source):
dictionary_series = client.get_metadata(
SeriesSelector(suffix_source("sql-no-dictionary-query"), "test-tag-6"))
assert dictionary_series.description == "A dictionary series"
assert dictionary_series.interpolation_type == InterpolationType.STEPPED
assert dictionary_series.dictionary_name == "Active"
assert dictionary_series.dictionary is None
def test_metadata(client: Client):
dictionary_series = client.get_metadata(SeriesSelector("row", "test-tag-6"))
assert dictionary_series.description == "Valve X"
assert dictionary_series.dictionary_name == "Active"
assert dictionary_series.dictionary is not None
assert len(dictionary_series.dictionary.mapping) == 2
assert dictionary_series.dictionary.mapping[0] == "OFF"
assert dictionary_series.dictionary.mapping[1] == "ON"
def test_search(client: Client):
many_series = list(client.search(SeriesSelector(suffix_source("noaa"))))
assert len(many_series) == 16
series = [
series for series in many_series
if series.series.name == "h2o_feet,location=coyote_creek::water_level"
][0]
assert series.limit_low == 6
assert series.limit_high == 9
def test_data(client: Client):
start_date = datetime.fromisoformat("2020-01-01T00:00:00+00:00")
end_date = datetime.fromisoformat("2021-01-01T00:00:00+00:00")
data = client.get_data(SeriesSelector("row", "test-tag-6"), start_date, end_date)
assert len(data) == 7
assert data["ts"][0].as_py() == start_date
assert data["value"][0].as_py() == 1.0
assert data["ts"][6].as_py() == datetime.fromisoformat("2020-07-01T00:00:00+00:00")
assert data["value"][6].as_py() == 1.0
def test_metadata_string_query(client: Client, suffix_source):
dictionary_series = client.get_metadata(
SeriesSelector(suffix_source("sql-string"), "test-tag-6"))
assert dictionary_series.description == "A dictionary series"
assert dictionary_series.interpolation_type == InterpolationType.STEPPED
assert dictionary_series.dictionary_name == "Active"
assert dictionary_series.dictionary is not None
assert len(dictionary_series.dictionary.mapping) == 2
assert dictionary_series.dictionary.mapping[0] == "OFF"
assert dictionary_series.dictionary.mapping[1] == "ON"
def test_search(client: Client):
many_series = list(client.search(SeriesSelector("row")))
assert len(many_series) == 5
dictionary_series = [
series for series in many_series if series.series.name == "test-tag-6"
][0]
assert dictionary_series.description == "Valve X"
assert dictionary_series.dictionary_name == "Active"
assert dictionary_series.dictionary is not None
assert len(dictionary_series.dictionary.mapping) == 2
assert dictionary_series.dictionary.mapping[0] == "OFF"
assert dictionary_series.dictionary.mapping[1] == "ON"
def test_data_string_query(client: Client, suffix_source):
start_date = datetime.fromisoformat("2020-01-01T00:00:00+00:00")
end_date = datetime.fromisoformat("2021-01-01T00:00:00+00:00")
data = client.get_data(
SeriesSelector(suffix_source("sql-string"), "test-tag-6"), start_date,
end_date)
assert len(data) == 5
assert data["ts"][0].as_py() == start_date
assert data["value"][0].as_py() == 1.0
assert data["ts"][4].as_py() == datetime.fromisoformat(
"2020-05-01T00:00:00+00:00")
assert data["value"][4].as_py() == 1.0
def test_data(client: Client):
start_date = datetime.fromisoformat("2019-09-17T00:00:00+00:00")
end_date = datetime.fromisoformat("2019-09-17T16:24:00+00:00")
data = client.get_data(
SeriesSelector(suffix_source("noaa"),
"h2o_feet,location=coyote_creek::water_level"),
start_date,
end_date,
)
assert len(data) == 165
assert data["ts"][0].as_py() == start_date
assert data["value"][0].as_py() == 8.412
assert data["ts"][164].as_py() == end_date
assert data["value"][164].as_py() == 3.235
def test_search(client: Client, suffix_source):
many_series = list(client.search(SeriesSelector(
suffix_source("sql-list"))))
assert len(many_series) == 4
dictionary_series = [
series for series in many_series if series.series.name == "test-tag-6"
][0]
assert dictionary_series.description == "A dictionary series"
assert dictionary_series.interpolation_type == InterpolationType.STEPPED
assert dictionary_series.dictionary_name == "Active"
assert dictionary_series.dictionary is not None
assert len(dictionary_series.dictionary.mapping) == 2
assert dictionary_series.dictionary.mapping[0] == "OFF"
assert dictionary_series.dictionary.mapping[1] == "ON"
def test_metadata(client: Client):
series = client.get_metadata(
SeriesSelector(suffix_source("noaa"),
"h2o_feet,location=coyote_creek::water_level"))
assert series.limit_low == 6
assert series.limit_high == 9
def client() -> Client:
kukur_client = Client()
kukur_client._get_client().wait_for_available(timeout=10)
return kukur_client
def test_sources(client: Client):
data = client.list_sources()
assert len(data) == 25
assert "sql" in data
assert "row" in data
assert "noaa" in data
