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test_nanoevents_auto.py
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test_nanoevents_auto.py
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from coffea.nanoevents.schemas.auto import auto_schema
def test_auto_empty():
"Test an empty incoming form"
b = auto_schema({"fields": [], "contents": []})
assert len(b.form["contents"]) == 0
assert len(b.form["fields"]) == 0
def test_auto_single_no_structure():
"Test a single item with no underscore"
b = auto_schema({"fields": ["pt"], "contents": [{}]})
assert len(b.form["fields"]) == 1
assert len(b.form["contents"]) == 1
def test_auto_single_with_structure():
"Test a single item, that does have an underscore"
b = auto_schema(
{
"fields": ["lep_pt"],
"contents": [
{
"content": [{"class": "RecordArray"}],
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
],
}
)
assert "lep" in b.form["fields"]
assert "pt" in b.form["contents"][0]["content"]["fields"]
def test_auto_multi_with_structure():
"Test a multiple items, that does have an underscore"
b = auto_schema(
{
"fields": ["lep_pt", "lep_eta", "lep_phi"],
"contents": [
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
],
}
)
assert "lep" in b.form["fields"]
assert "pt" in b.form["contents"][0]["content"]["fields"]
assert "phi" in b.form["contents"][0]["content"]["fields"]
assert "eta" in b.form["contents"][0]["content"]["fields"]
def test_auto_multi_and_single_with_structure():
"Test a multiple items along with a non-structure item, that does have an underscore"
b = auto_schema(
{
"fields": ["lep_pt", "lep_eta", "lep_phi", "fork"],
"contents": [
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
],
}
)
assert "lep" in b.form["fields"]
assert "fork" in b.form["fields"]
assert (
b.form["contents"][0]["content"]["parameters"]["__record__"] == "NanoCollection"
)
def test_auto_4vector_mass():
"Test a multiple items, that does have an underscore"
b = auto_schema(
{
"fields": [
"lep_pt",
"lep_eta",
"lep_phi",
"lep_mass",
"lep_charge",
"lep_extra",
],
"contents": [
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
# Make sure we can handle an extra item besides!
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
],
}
)
assert "lep" in b.form["fields"]
assert "extra" in b.form["contents"][0]["content"]["fields"]
assert (
b.form["contents"][0]["content"]["parameters"]["__record__"]
== "PtEtaPhiMCandidate"
)
def test_auto_4vector_e():
"Test a multiple items, that does have an underscore"
b = auto_schema(
{
"fields": [
"lep_pt",
"lep_eta",
"lep_phi",
"lep_energy",
"lep_charge",
"lep_extra",
],
"contents": [
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
# Make sure we can handle an extra item besides!
{
"content": {"class": "RecordArray"},
"class": "RecordArray",
"offsets": None,
"form_key": None,
},
],
}
)
assert "lep" in b.form["fields"]
assert "extra" in b.form["contents"][0]["content"]["fields"]
assert (
b.form["contents"][0]["content"]["parameters"]["__record__"]
== "PtEtaPhiECandidate"
)