Skip to content

args: Add ability to ignore a field #4

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
ChristosT wants to merge 1 commit into
base: main
Choose a base branch
from
Open

args: Add ability to ignore a field #4

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
17 changes: 17 additions & 0 deletions multivariate_view/app/app.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -43,9 +43,17 @@ def __init__(self, server=None):
dest="preprocess",
action='store_true',
)
self.server.cli.add_argument(
"--ignore-fields",
help="Fields to ignore from the dataset",
default=[],
nargs='+',
type=str,
)

args, _ = self.server.cli.parse_known_args()
self.enable_preprocessing = args.preprocess
self.ignore_fields = args.ignore_fields
file_to_load = args.data
if file_to_load is None:
EXAMPLE_DATA_DIR.mkdir(parents=True, exist_ok=True)
Expand Down Expand Up @@ -85,6 +93,15 @@ def __init__(self, server=None):
def load_data(self, file_to_load):
header, data = load_dataset(Path(file_to_load))

for key in self.ignore_fields:
if key in header:
index_to_remove = header.index(key)
data = np.delete(data, index_to_remove, axis=3)
else:
print(
f"Warning: field {key} is not part of the provided dataset.\nThe available fields are {header}"
)

self.state.component_labels = header

if self.enable_preprocessing:
Expand Down