Examples for xAOD

.vscode/settings.json

@@ -55,7 +55,9 @@
         "nqueries",
         "ntuples",
         "numpy",
+        "opendata",
         "pathlib",
+        "PHYSLITE",
         "pnfs",
         "posix",
         "Powheg",
@@ -94,6 +96,7 @@
         "unittests",
         "URL's",
         "xaod",
+        "xaodr",
         "xrootd"
     ],
     "python.analysis.typeCheckingMode": "basic",

docs/examples.rst

@@ -59,6 +59,34 @@ from the ``CollectionTree`` tree in ATLAS PHYSLITE OpenData Dataset.
             :language: yaml
 
 
+Func_ADL xAOD Query Example
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The two following examples read columns of data from an ATLAS PHYSLITE xAOD file
+(released by the experiment as OpenData). It uses the internal C++ framework, EventLoop, to read this data.
+EventLoop can be used to read xAOD files in general, not just PHYSLITE.
+
+THe first example uses the very simple model that is built into ServiceX:
+
+.. tabs::
+
+    .. tab:: *Python Dict*
+
+        .. literalinclude:: ../examples/func_adl_xAOD_simple.py
+            :language: python
+
+The second example uses the full type information, allowing one to
+access everything that could be translated in the xAOD (including ElementLink following):
+
+.. tabs::
+
+    .. tab:: *Python Dict*
+
+        .. literalinclude:: ../examples/func_adl_xAOD_typed.py
+            :language: python
+
+For this second example, make sure the extra package `func_adl_servicex_xaodr22` is installed!
+
 Python Function Query Example
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 This example uses an uproot python function to extract the ``AnalysisElectronsAuxDyn.pt`` branch 

examples/func_adl_xAOD_simple.py

@@ -0,0 +1,32 @@
+from servicex import query as q, deliver, dataset
+
+
+def func_adl_xaod_simple():
+    query = q.FuncADL_ATLASr22()  # type: ignore
+    jets_per_event = query.Select(lambda e: e.Jets('AnalysisJets'))
+    jet_info_per_event = jets_per_event.Select(
+        lambda jets: {
+            'pt': jets.Select(lambda j: j.pt()),
+            'eta': jets.Select(lambda j: j.eta())
+        }
+    )
+
+    spec = {
+        'Sample': [{
+            'Name': "func_adl_xAOD_simple",
+            'Dataset': dataset.FileList(
+                [
+                    "root://eospublic.cern.ch//eos/opendata/atlas/rucio/mc20_13TeV/DAOD_PHYSLITE.37622528._000013.pool.root.1",  # noqa: E501
+                ]
+            ),
+            'Query': jet_info_per_event
+        }]
+    }
+    files = deliver(spec, servicex_name="servicex-uc-af")
+    assert files is not None, "No files returned from deliver! Internal error"
+    return files
+
+
+if __name__ == "__main__":
+    files = func_adl_xaod_simple()
+    assert len(files['func_adl_xAOD_simple']) == 1

examples/func_adl_xAOD_typed.py

@@ -0,0 +1,35 @@
+from servicex import deliver, dataset
+from func_adl_servicex_xaodr22 import FuncADLQueryPHYSLITE, cpp_float
+
+
+def func_adl_xaod_typed():
+    query = FuncADLQueryPHYSLITE()  # type: ignore
+    jets_per_event = query.Select(lambda e: e.Jets('AnalysisJets'))
+    jet_info_per_event = jets_per_event.Select(
+        lambda jets: {
+            'pt': jets.Select(lambda j: j.pt()),
+            'eta': jets.Select(lambda j: j.eta()),
+            'emf': jets.Select(lambda j: j.getAttribute[cpp_float]('EMFrac'))  # type: ignore
+        }
+    )
+
+    spec = {
+        'Sample': [{
+            'Name': "func_adl_xAOD_simple",
+            'Dataset': dataset.FileList(
+                [
+                    "root://eospublic.cern.ch//eos/opendata/atlas/rucio/mc20_13TeV/DAOD_PHYSLITE.37622528._000013.pool.root.1",  # noqa: E501
+                ]
+            ),
+            'Query': jet_info_per_event,
+            'Codegen': 'atlasr22',
+        }]
+    }
+    files = deliver(spec, servicex_name="servicex-uc-af")
+    assert files is not None, "No files returned from deliver! Internal error"
+    return files
+
+
+if __name__ == "__main__":
+    files = func_adl_xaod_typed()
+    assert len(files['func_adl_xAOD_simple']) == 1

pyproject.toml

@@ -84,6 +84,7 @@ docs = [
     "furo>=2023.5.20",
     "sphinx-code-include>=1.4.0",
     "myst-parser>=3.0.1",
+    "func-adl-servicex-xaodr22",
     "autodoc-pydantic==2.2.0",
     "sphinx-tabs>=3.4.5"
 ]