Python library for easily interacting with trained machine learning models
Project description
tags: [gradio-custom-component, SimpleTextbox] title: gradio_uni_view_ocl short_description: colorFrom: blue colorTo: yellow sdk: gradio pinned: false app_file: space.py
gradio_uni_view_ocl
Python library for easily interacting with trained machine learning models
Installation
pip install gradio_uni_view_ocl
Usage
import gradio as gr
from gradio_uni_view_ocl import uni_view_ocl
mol = """1a
RDKit 3D
27 29 0 0 1 0 0 0 0 0999 V2000
-15.3524 -19.2206 -25.9684 C 0 0 0 0 0 0 0 0 0 0 0 0
-14.6526 -19.7081 -27.0823 C 0 0 0 0 0 0 0 0 0 0 0 0
-15.8555 -20.1235 -25.0241 C 0 0 0 0 0 0 0 0 0 0 0 0
-14.4541 -21.0636 -27.2485 C 0 0 0 0 0 0 0 0 0 0 0 0
-15.6357 -21.4854 -25.1840 C 0 0 0 0 0 0 0 0 0 0 0 0
-15.0526 -16.9445 -26.6871 N 0 0 0 0 0 0 0 0 0 0 0 0
-14.9347 -21.9631 -26.2988 C 0 0 0 0 0 0 0 0 0 0 0 0
-15.2162 -15.5610 -26.5929 C 0 0 0 0 0 0 0 0 0 0 0 0
-15.9031 -15.0059 -25.5037 C 0 0 0 0 0 0 0 0 0 0 0 0
-15.4462 -12.8187 -26.3599 C 0 0 0 0 0 0 0 0 0 0 0 0
-14.7773 -13.3552 -27.4525 C 0 0 0 0 0 0 0 0 0 0 0 0
-16.0203 -13.6235 -25.3815 C 0 0 0 0 0 0 0 0 0 0 0 0
-14.6768 -14.7359 -27.5934 C 0 0 0 0 0 0 0 0 0 0 0 0
-16.5313 -15.9392 -24.4895 C 0 0 0 0 0 0 0 0 0 0 0 0
-16.2584 -17.2435 -24.7671 N 0 0 0 0 0 0 0 0 0 0 0 0
-15.5317 -17.7669 -25.8203 C 0 0 0 0 0 0 0 0 0 0 0 0
-17.2406 -15.6098 -23.5374 O 0 0 0 0 0 0 0 0 0 0 0 0
-14.2525 -19.0464 -27.8382 H 0 0 0 0 0 0 0 0 0 0 0 0
-16.3981 -19.7943 -24.1510 H 0 0 0 0 0 0 0 0 0 0 0 0
-13.8938 -21.4078 -28.1049 H 0 0 0 0 0 0 0 0 0 0 0 0
-15.9903 -22.1635 -24.4209 H 0 0 0 0 0 0 0 0 0 0 0 0
-14.3604 -12.6891 -28.1964 H 0 0 0 0 0 0 0 0 0 0 0 0
-16.5458 -13.1713 -24.5494 H 0 0 0 0 0 0 0 0 0 0 0 0
-16.7352 -17.8915 -24.1540 H 0 0 0 0 0 0 0 0 0 0 0 0
-14.1941 -15.1755 -28.4537 H 0 0 0 0 0 0 0 0 0 0 0 0
-15.5319 -11.7476 -26.2520 H 0 0 0 0 0 0 0 0 0 0 0 0
-14.7660 -23.0224 -26.4244 H 0 0 0 0 0 0 0 0 0 0 0 0
1 2 2 0
1 3 1 0
1 16 1 0
2 4 1 0
2 18 1 0
3 5 2 0
3 19 1 0
4 7 2 0
4 20 1 0
5 7 1 0
5 21 1 0
6 8 1 0
6 16 2 0
7 27 1 0
8 9 2 0
8 13 1 0
9 12 1 0
9 14 1 0
10 11 1 0
10 12 2 0
10 26 1 0
11 13 2 0
11 22 1 0
12 23 1 0
13 25 1 0
14 15 1 0
14 17 2 0
15 16 1 0
15 24 1 0
M END
"""
with gr.Blocks() as demo:
# view = uni_view_ocl(smiles="[C@](S)(C)(N)O", editMode=False)
view = uni_view_ocl(mol=mol, editMode=False, width=240, height=180)
update_btn = gr.Button('Update')
def update_smiles():
return uni_view_ocl(smiles="c1cc2ccccc2cc1")
update_btn.click(update_smiles, outputs=view)
print_btn = gr.Button('Print')
def print_smiles(smiles):
print(smiles)
print_btn.click(print_smiles, inputs=view)
if __name__ == "__main__":
demo.launch()
uni_view_ocl
Initialization
name | type | default | description |
---|---|---|---|
value |
str | Callable | None
|
None |
default text to provide in textbox. If callable, the function will be called whenever the app loads to set the initial value of the component. |
placeholder |
str | None
|
None |
placeholder hint to provide behind textbox. |
label |
str | None
|
None |
component name in interface. |
every |
float | None
|
None |
If `value` is a callable, run the function 'every' number of seconds while the client connection is open. Has no effect otherwise. The event can be accessed (e.g. to cancel it) via this component's .load_event attribute. |
show_label |
bool | None
|
None |
if True, will display label. |
scale |
int | None
|
None |
relative size compared to adjacent Components. For example if Components A and B are in a Row, and A has scale=2, and B has scale=1, A will be twice as wide as B. Should be an integer. scale applies in Rows, and to top-level Components in Blocks where fill_height=True. |
min_width |
int
|
160 |
minimum pixel width, will wrap if not sufficient screen space to satisfy this value. If a certain scale value results in this Component being narrower than min_width, the min_width parameter will be respected first. |
interactive |
bool | None
|
None |
if True, will be rendered as an editable textbox; if False, editing will be disabled. If not provided, this is inferred based on whether the component is used as an input or output. |
visible |
bool
|
True |
If False, component will be hidden. |
rtl |
bool
|
False |
If True and `type` is "text", sets the direction of the text to right-to-left (cursor appears on the left of the text). Default is False, which renders cursor on the right. |
elem_id |
str | None
|
None |
An optional string that is assigned as the id of this component in the HTML DOM. Can be used for targeting CSS styles. |
elem_classes |
list[str] | str | None
|
None |
An optional list of strings that are assigned as the classes of this component in the HTML DOM. Can be used for targeting CSS styles. |
render |
bool
|
True |
If False, component will not render be rendered in the Blocks context. Should be used if the intention is to assign event listeners now but render the component later. |
key |
int | str | None
|
None |
if assigned, will be used to assume identity across a re-render. Components that have the same key across a re-render will have their value preserved. |
width |
int | str
|
"800px" |
None |
height |
int | str
|
"480px" |
None |
smiles |
str | None
|
None |
None |
mol |
str | None
|
None |
None |
editMode |
bool
|
True |
None |
Events
name | description |
---|---|
change |
Triggered when the value of the uni_view_ocl changes either because of user input (e.g. a user types in a textbox) OR because of a function update (e.g. an image receives a value from the output of an event trigger). See .input() for a listener that is only triggered by user input. |
input |
This listener is triggered when the user changes the value of the uni_view_ocl. |
submit |
This listener is triggered when the user presses the Enter key while the uni_view_ocl is focused. |
User function
The impact on the users predict function varies depending on whether the component is used as an input or output for an event (or both).
- When used as an Input, the component only impacts the input signature of the user function.
- When used as an output, the component only impacts the return signature of the user function.
The code snippet below is accurate in cases where the component is used as both an input and an output.
- As output: Is passed, passes text value as a {str} into the function.
- As input: Should return, expects a {str} returned from function and sets textarea value to it.
def predict(
value: str | None
) -> str | None:
return value
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