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Print table of failed and blocked quanta per task to the command-line
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eigerx committed Mar 14, 2024
1 parent 3d4b601 commit 317396f
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7 changes: 7 additions & 0 deletions doc/changes/DM-41606.feature.md
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@@ -0,0 +1,7 @@
Make option to output `pipetask report` information to the command-line using
astropy tables and set to default.
Unpack a more human-readable dictionary from
`lsst.pipe.base.QuantumGraphExecutionReports.to_summary_dict` and print summary
tables of quanta and datasets to the command-line. Save error messages and
associated data ids to a yaml file in the working directory, or optionally print
them to screen as well.
9 changes: 6 additions & 3 deletions python/lsst/ctrl/mpexec/cli/cmd/commands.py
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Expand Up @@ -329,14 +329,17 @@ def update_graph_run(
@click.command(cls=PipetaskCommand)
@repo_argument()
@ctrlMpExecOpts.qgraph_argument()
@click.option("--output-yaml", default='', help="Summarize report in a yaml file (pass its name here).")
@click.option("--full-output-filename", default="", help="Summarize report in a yaml file")
@click.option("--logs/--no-logs", default=True, help="Get butler log datasets for extra information.")
def report(repo: str, qgraph: str, output_yaml: str='', logs: bool = True) -> None:
@click.option("--show-errors", default=False, help="Pretty-print a dict of errors from failed quanta.")
def report(
repo: str, qgraph: str, full_output_filename: str = "", logs: bool = True, show_errors: bool = False
) -> None:
"""Write a yaml file summarizing the produced and missing expected datasets
in a quantum graph.
REPO is the location of the butler/registry config file.
QGRAPH is the URL to a serialized Quantum Graph file.
"""
script.report(repo, qgraph, output_yaml, logs)
script.report(repo, qgraph, full_output_filename, logs)
85 changes: 59 additions & 26 deletions python/lsst/ctrl/mpexec/cli/script/report.py
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Expand Up @@ -24,53 +24,86 @@
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import pprint

import yaml
from astropy.table import Table
from lsst.daf.butler import Butler
from lsst.pipe.base import QuantumGraph
from lsst.pipe.base.execution_reports import QuantumGraphExecutionReport
from astropy.table import Table


def report(butler_config: str, qgraph_uri: str, output_yaml: str | None, logs: bool = True) -> None:
"""Write a yaml file summarizing the produced and missing expected datasets
in a quantum graph.
def report(
butler_config: str,
qgraph_uri: str,
full_output_filename: str | None,
logs: bool = True,
show_errors: bool = False,
) -> None:
"""Summarize the produced and missing expected dataset in a quantum graph.
Parameters
----------
butler_config : `str`
The Butler used for this report. This should match the Butler used
for the run associated with the executed quantum graph.
qgraph_uri : `str`
The uri of the location of said quantum graph.
output_yaml : `str`
The name to be used for the summary yaml file.
logs : `bool`
Get butler log datasets for extra information.
See Also
--------
lsst.pipe.base.QuantumGraphExecutionReport.make_reports : Making reports.
lsst.pipe.base.QuantumGraphExecutionReport.write_summary_yaml : Summaries.
butler_config : `str`
The Butler used for this report. This should match the Butler used
for the run associated with the executed quantum graph.
qgraph_uri : `str`
The uri of the location of said quantum graph.
full_output_filename : `str`
Output the full summary report to a yaml file (named herein).
Each data id and error message is keyed to a quantum graph node id.
A convenient output format for error-matching and cataloguing tools
such as the ones in the Campaign Management database. If this is
not included, quanta and dataset information will be printed to the
command-line instead.
logs : `bool`
Get butler log datasets for extra information (error messages).
show_errors : `bool`
If no output yaml is provided, print error messages to the
command-line along with the report. By default, these messages and
their associated data ids are stored in a yaml file with format
`{run timestamp}_err.yaml` in the working directory instead.
"""
butler = Butler.from_config(butler_config, writeable=False)
qgraph = QuantumGraph.loadUri(qgraph_uri)
report = QuantumGraphExecutionReport.make_reports(butler, qgraph)
if not output_yaml:
if not full_output_filename:
# this is the option to print to the command-line
summary_dict = report.to_summary_dict(butler, logs, human_readable=True)
quanta = Table()
datasets = Table()
dataset_table_rows = []
data_products = []
quanta_summary = []
error_summary = []
for task in summary_dict.keys():
for data_product in summary_dict[task]["outputs"]:
print(summary_dict[task]["outputs"][data_product])
dataset_table_rows.append(summary_dict[task]["outputs"][data_product])
data_products.append(data_product)

quanta_summary.append(
{
"Task": task,
"Failed Quanta": summary_dict[task]["failed_quanta"],
"Blocked Quanta": summary_dict[task]["n_quanta_blocked"],
}
)

if "errors" in summary_dict[task].keys():
error_summary.append({task: summary_dict[task]["errors"]})
quanta = Table(quanta_summary)
datasets = Table(dataset_table_rows)
datasets.add_column(data_products, index=0, name="DatasetType")
print(datasets)
# something about failed quanta outside the smaller loop
#print(Table(summary_dict[task]["outputs"]))
quanta.pprint_all()
print("\n")
if show_errors:
pprint.pprint(error_summary)
print("\n")

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else:
assert qgraph.metadata is not None, "Saved QGs always have metadata."
collection = qgraph.metadata["output_run"]
collection = str(collection)
run_name = collection.split("/")[-1]
with open(f"{run_name}_err.yaml", "w") as stream:
yaml.safe_dump(error_summary, stream)
datasets.pprint_all()
else:
report.write_summary_yaml(butler, output_yaml, do_store_logs=logs)
report.write_summary_yaml(butler, full_output_filename, do_store_logs=logs)
22 changes: 19 additions & 3 deletions tests/test_cliCmdReport.py
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Expand Up @@ -53,7 +53,7 @@ def tearDown(self) -> None:

def test_report(self):
"""Test for making a report on the produced and missing expected
datasets in a quantum graph. in a graph.
datasets in a quantum graph.
"""
metadata = {"output_run": "run"}
butler, qgraph = makeSimpleQGraph(
Expand All @@ -71,10 +71,9 @@ def test_report(self):

result = self.runner.invoke(
pipetask_cli,
["report", self.root, graph_uri, test_filename, "--no-logs"],
["report", self.root, graph_uri, "--full-output-filename", test_filename, "--no-logs"],
input="no",
)

# Check that we can read from the command line
self.assertEqual(result.exit_code, 0, clickResultMsg(result))

Expand All @@ -84,6 +83,23 @@ def test_report(self):
self.assertIsNotNone(report_output_dict["task0"])
self.assertIsNotNone(report_output_dict["task0"]["failed_quanta"])

result_hr = self.runner.invoke(
pipetask_cli,
["report", self.root, graph_uri, "--no-logs"],
input="no",
)

# Check that we can read from the command line
self.assertEqual(result_hr.exit_code, 0, clickResultMsg(result_hr))

# Check that we get string output
self.assertIsInstance(result_hr.stdout, str)

# Check that task0 and the failed quanta for task0 exist in the string
self.assertIn("task0", result_hr.stdout)
self.assertIn("Failed Quanta", result_hr.stdout)
self.assertIn("{'data_id': {'instrument': 'INSTR', 'detector': 0}}", result_hr.stdout)


if __name__ == "__main__":
unittest.main()
1 change: 1 addition & 0 deletions types.txt
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@@ -0,0 +1 @@
types-PyYAML

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