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Add bpz files; reduce duplicated logic in if/else #76

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Nov 21, 2023
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Add bpz files; reduce duplicated logic in if/else #76

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57 changes: 32 additions & 25 deletions src/rail/cli/scripts.py
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Original file line number Diff line number Diff line change
Expand Up @@ -145,32 +145,39 @@ def info(**kwargs):


def get_data(verbose, **kwargs): # pragma: no cover
standard_data_files = [
{
"local_path": "rail/examples_data/goldenspike_data/data/base_catalog.pq",
"remote_path": "https://portal.nersc.gov/cfs/lsst/PZ/base_catalog.pq",
}
]
bpz_data_files = [
{
"local_path": "rail/examples_data/estimation_data/data/nonphysical_dc2_templates.tar",
"remote_path": "https://portal.nersc.gov/cfs/lsst/PZ/nonphysical_dc2_templates.tar",
},
{
"local_path": "rail/examples_data/estimation_data/data/test_dc2_training_9816_broadtypes.hdf5",
"remote_path": "https://portal.nersc.gov/cfs/lsst/PZ/test_dc2_training_9816_broadtypes.hdf5",
},
{
"local_path": "rail/examples_data/estimation_data/data/test_dc2_train_customtemp_broadttypes.hdf5",
"remote_path": "https://portal.nersc.gov/cfs/lsst/PZ/test_dc2_train_customtemp_broadttypes.hdf5",
}
]

data_files = standard_data_files
if kwargs.get("bpz_demo_data"):
# The bpz demo data is quarantined into its own flag, as it contains some
# non-physical features that would add systematics if run on any real data.
# This data should NOT be used for any science with real data!
bpz_local_abs_path = os.path.join(
RAILDIR, "rail/examples_data/estimation_data/data/nonphysical_dc2_templates.tar"
)
bpz_remote_path = "https://portal.nersc.gov/cfs/lsst/PZ/nonphysical_dc2_templates.tar"
print(f"Check for bpz demo data: {bpz_local_abs_path}")
if not os.path.exists(bpz_local_abs_path):
os.system(f"curl -o {bpz_local_abs_path} {bpz_remote_path} --create-dirs")
print("Downloaded bpz demo data.")
else:
print("Already have bpz demo data.")
print("\n(Note: you can run get-data without the bpz-demo-data flag to download standard data.)")

else:
data_files = [
{
"local_path": "rail/examples_data/goldenspike_data/data/base_catalog.pq",
"remote_path": "https://portal.nersc.gov/cfs/lsst/PZ/base_catalog.pq",
}
]
for data_file in data_files:
local_abs_path = os.path.join(RAILDIR, data_file["local_path"])
if verbose:
print(f"Check file exists: {local_abs_path} ({os.path.exists(local_abs_path)})")
if not os.path.exists(local_abs_path):
os.system(f'curl -o {local_abs_path} {data_file["remote_path"]} --create-dirs')
data_files = bpz_data_files
print("Downloading BPZ demo data...")
print("(Note: you can run get-data without the bpz-demo-data flag to download standard data.)")

for data_file in data_files:
local_abs_path = os.path.join(RAILDIR, data_file["local_path"])
if verbose:
print(f"Check file exists: {local_abs_path} ({os.path.exists(local_abs_path)})")
if not os.path.exists(local_abs_path):
os.system(f'curl -o {local_abs_path} {data_file["remote_path"]} --create-dirs')
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