From 880de2fb0a7b7bfbd35fc4497130d29ec7244272 Mon Sep 17 00:00:00 2001
From: DIANE <abderrahim.diane@cefe.cnrs.fr>
Date: Thu, 8 Aug 2024 12:37:07 +0200
Subject: [PATCH] download results(test)

---
 src/Packages.py                  |   2 +-
 src/Report/report.py             |  12 ++-
 src/images/model_creation.png    | Bin 197353 -> 188915 bytes
 src/images/prediction making.PNG | Bin 0 -> 131751 bytes
 src/images/sample selection.PNG  | Bin 0 -> 155894 bytes
 src/pages/1-samples_selection.py | 171 +++++++++++++++++++++----------
 src/pages/3-prediction.py        |  37 ++++---
 7 files changed, 143 insertions(+), 79 deletions(-)
 create mode 100644 src/images/prediction making.PNG
 create mode 100644 src/images/sample selection.PNG

diff --git a/src/Packages.py b/src/Packages.py
index cc8331c..f2f58a2 100644
--- a/src/Packages.py
+++ b/src/Packages.py
@@ -1,6 +1,7 @@
 ## Data loading, handling, and preprocessing
 import os
 import json
+import glob
 import sys
 from pathlib import Path
 import csv
@@ -31,7 +32,6 @@ from pandas.api.types import is_float_dtype
 from plotly.subplots import make_subplots
 from matplotlib.cm import ScalarMappable
 import streamlit.components.v1 as components
-
 # Clustering
 from sklearn.cluster import KMeans, HDBSCAN,AffinityPropagation
 from scipy.spatial.distance import euclidean, cdist
diff --git a/src/Report/report.py b/src/Report/report.py
index 9dc48ee..e7e5e9e 100644
--- a/src/Report/report.py
+++ b/src/Report/report.py
@@ -4,6 +4,7 @@ import os
 import pandas as pd
 import os.path
 import re
+import streamlit as st
 
 def intersect(l1, l2): 
     return l1.intersection(set(l2))
@@ -405,10 +406,14 @@ def report(*args):
 
 # create the Tex file - sections in args will be displayed: {'sample':'Sample Selection';'model':'Model Creation';'predict':'Predictions';'help':'LaTEX help for figs and tables';}
 # latex_report = report('sample', 'predict',)
+import shutil
+@st.cache_data
+def compile_latex(change):
+    my = Path("./Report/report.pdf")
+    if my.is_file():
+        os.remove("./Report/report.pdf")
 
-def compile_latex():
     # path to pdflatex
-    # pdflatex_path = Path("C:/Users/maimouni/AppData/Local/Programs/MiKTeX/miktex/bin/x64/")
     from config.config import pdflatex_path
     filename_path = Path("Report/")
     filename = 'report.tex'
@@ -426,6 +431,7 @@ def compile_latex():
     #for ext in extensions:
         #os.unlink(str(filename_path / filename[:-4]) + ext)
     # open the report
-    proc = subprocess.Popen([str(filename[:-4]) + '.pdf'], cwd = filename_path, shell=True)
+    # proc = subprocess.Popen([str(filename[:-4]) + '.pdf'], cwd = "./results", shell=True)
     proc.communicate()
+
 # compile_latex()
\ No newline at end of file
diff --git a/src/images/model_creation.png b/src/images/model_creation.png
index 9a0e22a44405e3b222d4370a42067cb8b4b6ee4d..8d7a0d71f2ad355d402042ebdb7a379f997e1067 100644
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diff --git a/src/pages/1-samples_selection.py b/src/pages/1-samples_selection.py
index d42908a..f46e65d 100644
--- a/src/pages/1-samples_selection.py
+++ b/src/pages/1-samples_selection.py
@@ -3,14 +3,16 @@ st.set_page_config(page_title="NIRS Utils", page_icon=":goat:", layout="wide")
 from Modules import *
 
 # empty temp figures
-repertoire_a_vider = Path('Report/figures')
-if os.path.exists(repertoire_a_vider):
-    for fichier in os.listdir(repertoire_a_vider):
-        chemin_fichier = os.path.join(repertoire_a_vider, fichier)
-        if os.path.isfile(chemin_fichier) or os.path.islink(chemin_fichier):
-            os.unlink(chemin_fichier)
-        elif os.path.isdir(chemin_fichier):
-            shutil.rmtree(chemin_fichier)
+for i in ['Report/figures','Report/datasets']:
+    repertoire_a_vider = Path(i)
+    if os.path.exists(repertoire_a_vider):
+        for fichier in os.listdir(repertoire_a_vider):
+            chemin_fichier = os.path.join(repertoire_a_vider, fichier)
+            if os.path.isfile(chemin_fichier) or os.path.islink(chemin_fichier):
+                os.unlink(chemin_fichier)
+            elif os.path.isdir(chemin_fichier):
+                shutil.rmtree(chemin_fichier)
+
 # HTML pour le bandeau "CEFE - CNRS"
 add_header()
 #load specific model page css
@@ -47,9 +49,10 @@ match st.session_state["interface"]:
         default_sample_selection_option = 0
 
 ################################### I - Data Loading and Visualization ########################################
+date_time = datetime.datetime.now().strftime('_%y_%m_%d_%H_%M_')
 st.title("Calibration Subset Selection")
 col2, col1 = st.columns([3, 1])
-col2.image("./images/graphical_abstract.jpg", use_column_width=True)
+col2.image("./images/sample selection.png", use_column_width=True)
 ## Preallocation of data structure
 spectra = pd.DataFrame()
 meta_data = pd.DataFrame()
@@ -69,15 +72,19 @@ selection_number = None
 # loader for datafile
 data_file = col1.file_uploader("Data file", type=["csv","dx"], help=" :mushroom: select a csv matrix with samples as rows and lambdas as columns", key=5)
 
-
 if not data_file:
     col1.warning('⚠️ Please load data file !')
 else:
     # Retrieve the extension of the file
-    test = data_file.name[data_file.name.find('.'):]
-    match test:
+    # test = data_file.name[data_file.name.find('.'):]
+    
+    
+    extension = data_file.name.split(".")[-1]
+    userfilename = data_file.name.replace(f".{extension}", '')
+
+    match extension:
     ## Load .csv file
-        case '.csv':
+        case 'csv':
             with col1:
                 # Select list for CSV delimiter
                 psep = st.radio("Select csv separator - _detected_: " + str(find_delimiter('data/'+data_file.name)), options=[";", ","], index=[";", ","].index(str(find_delimiter('data/'+data_file.name))),horizontal=True, key=9)
@@ -88,16 +95,22 @@ else:
                 else:
                     col = False
                 imp = pd.read_csv(data_file, sep=psep, index_col=col)
+                imp.to_csv("./Report/datasets/"+data_file.name,sep = ';', encoding='utf-8', mode='a')
+                
                 # spectra = col_cat(imp)[0]
                 # meta_data = col_cat(imp)[1]
                 spectra, md_df_st_ = col_cat(imp)
                 meta_data = md_df_st_
                 st.success("The data have been loaded successfully", icon="✅")
         ## Load .dx file
-        case '.dx':
+        case 'dx':
             # Create a temporary file to save the uploaded file
             with NamedTemporaryFile(delete=False, suffix=".dx") as tmp:
                 tmp.write(data_file.read())
+                with open(tmp.name, 'r') as dd:
+                    dxdata = dd.read()
+                with open('Report/datasets/'+data_file.name, 'w') as dd:
+                    dd.write(dxdata)
                 tmp_path = tmp.name
                 with col1:
                     _, spectra, meta_data, md_df_st_ = read_dx(file = tmp_path)
@@ -118,7 +131,7 @@ if not spectra.empty:
     col2, col1 = st.columns([3, 1])
     with col2:
         fig, ax = plt.subplots(figsize = (30,7))
-        if test =='.dx':
+        if extension =='dx':
             lab = ['Wavenumber (1/cm)' if meta_data.loc[:,'xunits'][0] == '1/cm' else 'Wavelength (nm)']
             if lab[0] =='Wavenumber (1/cm)':
                 spectra.T.plot(legend=False, ax = ax).invert_xaxis()
@@ -171,7 +184,11 @@ if not spectra.empty:
                 bb1.warning('⚠️ Please choose an algorithm !')
         
         case "PCA":
-            dr_model = LinearPCA(xc, Ncomp=8)
+            @st.cache_data
+            def dr_model_(change):
+                dr_model = LinearPCA(xc, Ncomp=8)
+                return dr_model
+            dr_model = dr_model_(change = hash_data(xc))
 
         case "UMAP":
             if not meta_data.empty:
@@ -184,10 +201,20 @@ if not spectra.empty:
                     supervised = md_df_st_[col]
             else:
                 supervised = None
-            dr_model = Umap(numerical_data = MinMaxScale(spectra), cat_data = supervised)
+            @st.cache_data
+            def dr_model_(change):
+                dr_model = Umap(numerical_data = MinMaxScale(spectra), cat_data = supervised)
+                return dr_model
+            dr_model = dr_model_(change = hash_data(spectra))
+                
 
         case 'NMF':
-            dr_model = Nmf(spectra, Ncomp= 3)
+            @st.cache_data
+            def dr_model_(change):
+                dr_model = Nmf(spectra, Ncomp= 3)
+                return dr_model
+            dr_model = dr_model_(change = hash_data(spectra))
+        
 
     if dr_model:
         axis1 = bb3.selectbox("x-axis", options = dr_model.scores_.columns, index=0)
@@ -382,7 +409,7 @@ if not spectra.empty:
             st.write('Loadings plot')
             p = dr_model.loadings_
             freq = pd.DataFrame(colnames, index=p.index)
-            if test =='.dx':
+            if extension =='dx':
                 if meta_data.loc[:,'xunits'][0] == '1/cm':
                     freq.columns = ['Wavenumber (1/cm)']
                     xlab = "Wavenumber (1/cm)"
@@ -566,47 +593,79 @@ if labels:
         sel.write(sam)
         
 
-
+# st.write(hash_data(change = './Report/report.tex'))
+with open('./Report/report.tex') as myfile:
+    filehash = hash_data(myfile.read())
 
 # figs_list = os.listdir("./Report/figures")
 if data_file:
     Nb_ech = str(n_samples)
     nb_clu = str(sam1.shape[0])
-    ###############################
-    st.header('Download Analysis Results', divider='blue')
-    M9, M10 = st.columns([1,1])
-    M10.info('The results are automatically converted into LaTeX code, a strong typesetting system noted for its remarkable document formatting.\
-                The comprehensive capabilities of LaTeX ensure that your data and findings are cleanly and properly presented,\
-                    with accurate formatting and organizing.')
-
-    items_download = M9.selectbox('To proceed, please choose the file or files you want to download from the list below:',
-                    options = ['','Selected Subset', 'Report', 'Both Selected Subset & Report'], index=0, format_func=lambda x: x if x else "<Select>",
-                    key=None, help=None, on_change=None, args=None, kwargs=None, placeholder="Choose an option", disabled=False, label_visibility="visible")
-
-
-    ## Save model and download report
-
-    # st.session_state.a = "Please wait while your LaTeX report is being compiled..."
-    date_time = datetime.datetime.strftime(datetime.date.today(), '_%Y_%m_%d_')
-    # match items_download:
-    #     case '':
-
-    if items_download:
-        if M9.button('Download', type="primary"):
-            match items_download:
-                case '':
-                    M9.warning('Please select an item from the dropdown list!')
-                case 'Selected Subset':
-                    sam.to_csv('./data/subset/seleced subset.csv', sep = ";")
+    ###################################################
+    ## generate report
+    latex_report = report.report('Representative subset selection', data_file.name, dim_red_method,
+                                  clus_method, Nb_ech, ncluster, selection, selection_number, nb_clu,tcr, sam)
+    
+    @st.cache_data
+    def download_res(file,sam):
+        zipname = f'results{date_time}subset_selection_{file.name.split('.')[0]}.zip' # name of the zipfile
+        with open('./temp/fname.json', 'w') as f: # dump filename and save it as a .json file
+            json.dump(zipname, f)
+        shutil.make_archive(base_name = zipname.split('.')[0],format = "zip",root_dir = "./Report", base_dir = "figures")# create zip containing figures and report
+        
+        file_path = Path("./temp/"+zipname)
+        sam.to_csv("./"+zipname,sep = ';',
+          encoding='utf-8', mode='a',
+          compression=dict(method='zip',archive_name=f"selected subset for reference analysis_{userfilename}_{date_time}_.csv")) 
+        
+        with zipfile.ZipFile("./"+zipname, 'a') as newzip:
+                newzip.write("./Report/report.pdf", arcname="report.pdf")
+                newzip.write("./Report/datasets/"+os.listdir("./Report/datasets")[0], arcname=os.listdir("./Report/datasets")[0])
                 
-                case 'Report':
-                    # M9.info("Please wait while your LaTeX report is being compiled...")
-                    latex_report = report.report('Representative subset selection', data_file.name, dim_red_method, clus_method, Nb_ech, ncluster, selection, selection_number, nb_clu,tcr, sam)
-                    report.compile_latex()
-
-                case 'Both Selected Subset & Report':
-                    sam.to_csv('./data/subset/seleced subset.csv', sep = ";")
-                    latex_report = report.report('Representative subset selection', data_file.name, dim_red_method, clus_method, Nb_ech, ncluster, selection, selection_number, nb_clu,tcr, sam)
-                    report.compile_latex()
-            M9.success('The selected item has been exported successfully!')
+
+        # #### add data to zip
+        # match data_file.name:
+        #     case 'csv':
+        #         with open(data_file.name, 'wb') as cs:
+        #             st.write(data_file.getbuffer())
+        #     case 'dx':
+        #         st.write(4)
                 
+        ### move the .zip file to the temp directory
+        shutil.move('./'+zipname,'./temp/'+ zipname)
+
+    a =''
+    for i in (data_file.name, dim_red_method,clus_method, Nb_ech, tcr.astype(str)):
+        a += str(i)
+
+    myfilepdf = Path("./Report/report.pdf")
+    if 'htest' not in st.session_state:
+        st.session_state.htest = '0'
+        report.compile_latex(change =hash_data(a))
+        st.write(hash_data(a))
+        if myfilepdf.is_file():
+            download_res(file = data_file, sam = sam)
+
+    elif st.session_state['htest'] != hash_data(a):
+        st.session_state['htest'] = hash_data(a)
+        report.compile_latex(change =hash_data(a))
+        st.write(hash_data(a))
+        if myfilepdf.is_file():
+            download_res(file = data_file, sam = sam)
+    else:
+        pass
+
+    
+    list_of_files = glob.glob(r"./temp/*.zip")
+    if len(list_of_files) >3:
+        oldest_file = min(list_of_files, key=os.path.getctime)
+        os.remove(oldest_file)
+    list_of_files = glob.glob(r"./temp/*.zip")
+    recent_file = max(list_of_files, key=os.path.getctime)
+
+    with open('./temp/fname.json', 'r') as f:
+        zipname = json.load(f)
+    if os.path.split(recent_file)[1] == os.path.split(zipname)[1]:
+        with open("./temp/"+zipname, "rb") as fp:
+                st.download_button('Download', data = fp, file_name=zipname, mime="application/zip",
+                                args=None, kwargs=None,type="primary",use_container_width=True)
diff --git a/src/pages/3-prediction.py b/src/pages/3-prediction.py
index 25897fd..8600dee 100644
--- a/src/pages/3-prediction.py
+++ b/src/pages/3-prediction.py
@@ -17,7 +17,7 @@ local_css(css_file / "style_model.css")
 
 st.title("Prediction making using a previously developed model")
 M10, M20= st.columns([2, 1])
-M10.image("./images/graphical_abstract.jpg", use_column_width=True)
+M10.image("./images/prediction making.png", use_column_width=True)
 
 # M1, M2= st.columns([2, 1])
 
@@ -43,8 +43,8 @@ else:
 
     if test == files_format[0]:
         #
-        qsep = M2.selectbox("Select csv separator - _detected_: " + str(find_delimiter('data/'+file.name)), options=[";", ","], index=[";", ","].index(str(find_delimiter('data/'+file.name))), key=2)
-        qhdr = M2.selectbox("indexes column in csv? - _detected_: " + str(find_col_index('data/'+file.name)), options=["no", "yes"], index=["no", "yes"].index(str(find_col_index('data/'+file.name))), key=3)
+        qsep = M20.selectbox("Select csv separator - _detected_: " + str(find_delimiter('data/'+file.name)), options=[";", ","], index=[";", ","].index(str(find_delimiter('data/'+file.name))), key=2)
+        qhdr = M20.selectbox("indexes column in csv? - _detected_: " + str(find_col_index('data/'+file.name)), options=["no", "yes"], index=["no", "yes"].index(str(find_col_index('data/'+file.name))), key=3)
         if qhdr == 'yes':
             col = 0
         else:
@@ -56,9 +56,9 @@ else:
             tmp.write(file.read())
             tmp_path = tmp.name
             chem_data, spectra, meta_data, _ = read_dx(file =  tmp_path)
-            M2.success("The data have been loaded successfully", icon="✅")
+            M20.success("The data have been loaded successfully", icon="✅")
             if chem_data.to_numpy().shape[1]>0:
-                yname = M2.selectbox('Select target', options=chem_data.columns)
+                yname = M20.selectbox('Select target', options=chem_data.columns)
                 measured = chem_data.loc[:,yname] == 0
                 y = chem_data.loc[:,yname].loc[measured]
                 pred_data = spectra.loc[measured]
@@ -69,7 +69,7 @@ else:
 
 
 # Load parameters
-st.header("I - Spectral data visualization", divider='blue')
+st.header("I - Spectral data preprocessing & visualization", divider='blue')
 if not pred_data.empty:# Load the model with joblib
     M1, M2= st.columns([2, 1])
     M1.write('Raw spectra')
@@ -79,7 +79,7 @@ if not pred_data.empty:# Load the model with joblib
 ### preprocessing
 preprocessed = pd.DataFrame
 if not pred_data.empty:
-    params = M4.file_uploader("Load preprocessings params", type = '.json', help=" .json file")
+    params = M2.file_uploader("Load preprocessings params", type = '.json', help=" .json file")
     if params:
         prep = json.load(params)
         # M4.write(ProcessLookupError)
@@ -99,7 +99,6 @@ if not pred_data.empty:
 
 ################################################################################################
 ## plot preprocessed spectra
-st.header('II - Spectral data preprocessing', divider='blue')
 if not preprocessed.empty:
     M3, M4= st.columns([2, 1])
     M3.write('Preprocessed spectra')
@@ -107,16 +106,16 @@ if not preprocessed.empty:
     M3.pyplot(fig2)
     SG = f'- Savitzky-Golay derivative parameters \:(Window_length:{prep['window_length']};  polynomial order: {prep['polyorder']};  Derivative order : {prep['deriv']})'
     Norm = f'- Spectral Normalization \: {norm}'
-    M4.write('The spectra were preprocessed using:\n'+SG+"\n"+Norm)
+    M4.info('The spectra were preprocessed using:\n'+SG+"\n"+Norm)
 
 ################### Predictions making  ##########################
-st.header("III - Prediction making", divider='blue')
-if not pred_data.empty:# Load the model with joblib
-    M5, M6 = st.columns([2, 0.01])
+st.header("II - Prediction making", divider='blue')
+if not pred_data.empty and params:# Load the model with joblib
+    M5, M6 = st.columns([2, 1])
     #dir = os.listdir('data/models/')[1:]
     dir = os.listdir('data/models/')
     dir.insert(0,'')
-    model_name = M5.selectbox("Select your model from the dropdown list:", options = dir, key = 21)
+    model_name = M6.selectbox("Select your model from the dropdown list:", options = dir, key = 21)
 
     if model_name and model_name !='':
         export_name += '_with_' + model_name[:model_name.find('.')]
@@ -124,10 +123,10 @@ if not pred_data.empty:# Load the model with joblib
             loaded_model = joblib.load(f)
             
         if loaded_model:
-            M5.success("The model has been loaded successfully", icon="✅")
-            s = M5.checkbox('the model is of ipls type?')
+            M6.success("The model has been loaded successfully", icon="✅")
+            s = M6.checkbox('the model is of ipls type?')
             if s:
-                index = M5.file_uploader("select wavelengths index file", type="csv")
+                index = M6.file_uploader("select wavelengths index file", type="csv")
                 if index:
                     intervalls = pd.read_csv(index, sep=';', index_col=0).to_numpy()
                     idx = []
@@ -135,7 +134,7 @@ if not pred_data.empty:# Load the model with joblib
                         idx.extend(np.arange(intervalls[i,0], intervalls[i,1]+1))
 
 if loaded_model:
-    if M5.button('Predict'):
+    if M6.button('Predict', type='primary'):
             if s:
                 result = loaded_model.predict(preprocessed.iloc[:,idx])
             else:
@@ -171,8 +170,8 @@ if loaded_model:
                 thispatch.set_facecolor(color)
 
             M5.pyplot(fig)
-            M6.write('Predicted values table')
-            M6.dataframe(result.T)
+            st.write('Predicted values table')
+            st.dataframe(result.T)
             ##################################
 
             result.to_csv(export_folder + export_name + '.csv', sep = ';')
-- 
GitLab