Spaces:
Sleeping
Sleeping
File size: 3,952 Bytes
519b419 74e2066 7068cae 74e2066 519b419 74e2066 519b419 74e2066 8c99444 74e2066 8c99444 74e2066 8c99444 74e2066 519b419 74e2066 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 |
#!/usr/bin/env python3
# -*- coding:utf-8 -*-
import streamlit as st
from n4a_analytics_lib.constants import DESCRIPTION
from n4a_analytics_lib.st_components import (check_login,
init_session_statistics,
init_session_iaa,
display_data)
def n4a_analytics_dashboard() -> None:
"""Main function to manage dashboard app frontend
-------------------------------------------------
* General architecture:
*
* metrics_utils.py (collection of statistics calculation)
* ↓
* project.py (features extraction from XMI) → analytics.py
* ↑ (project analyzer: computation/visualisation)
* ↑ ↓
* st_components.py (manage data input/output and pipelines with streamlit snippets)
* ↑ ↓
* app.py (manage frontend)
*
---------------------------------------------------
"""
# Set window application
st.set_page_config(layout="wide")
# Sidebar: metadata, inputs etc.
sidebar = st.sidebar
# Cols: display results
col1, col2 = st.columns(2)
# Set general description
sidebar.markdown(DESCRIPTION)
# Level to analyze
option = sidebar.selectbox('Which statistics level?', ('Inter-Annotator Agreement results',
'Global project statistics'))
# IAA results view
if option == "Inter-Annotator Agreement results":
annotations = sidebar.file_uploader(
"Upload IAA annotations (.zip format only): ",
type='zip'
)
baseline_text = sidebar.file_uploader(
"Upload baseline text (.txt format only): ",
type='txt'
)
if baseline_text is not None and annotations is not None:
init_session_iaa(data=annotations, baseline=baseline_text, col=col2)
# Global statistics
if option == "Global project statistics":
# User input controllers
mode = sidebar.radio("Choose mode to retrieve curated data: ", (
"Local directory", "INCEpTION API Host remote"
))
data = None
if mode == "Local directory":
project = sidebar.file_uploader(
"Folder that contains curated annotations in XMI 1.1 (.zip format only): ",
type="zip"
)
data = project
if mode == "INCEpTION API Host remote":
username = sidebar.text_input("Username: ")
password = sidebar.text_input("Password: ", type='password')
data = (username, password)
# Validate inputs
btn_process = sidebar.button('Process', key='process')
# Access data with local ressources
if btn_process and mode == "Local directory":
if data is not None:
# create a new session
init_session_statistics(remote=False, local=True, data=data)
# Access data with remote ressources
if btn_process and mode == "INCEpTION API Host remote":
if data is not None:
if check_login(username=data[0], password=data[1]):
# create a new session
init_session_statistics(remote=True, local=False, data=data)
else:
st.error("Username or Password is empty, please check and retry.")
# Change data values and visualize new plot
if "gs_obj" in st.session_state:
if st.session_state["gs_local"] or st.session_state["gs_remote"]:
display_data(col1)
if __name__ == "__main__":
n4a_analytics_dashboard()
|