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Browse files- assets/AiSearch.py +0 -492
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assets/AiSearch.py
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import flet as ft
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import json
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import pandas as pd
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import Bot_Page
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import Bot_Page_ٍSummary
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import time
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import utils
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df_laws = pd.read_excel("Data/UAE_Laws_LC_April_3.xlsx")
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def unique_ordered_list(law_ids):
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seen = set()
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unique_list = []
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for item in law_ids:
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if item not in seen:
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seen.add(item)
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unique_list.append(item)
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return unique_list
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def mawad_func(law_id):
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return [json.loads(item) for item in json_nodes if json.loads(item).get("File_ID") == str(law_id)]
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def main(page: ft.Page):
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page.theme = ft.Theme(
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color_scheme=ft.ColorScheme(
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primary=ft.colors.BLUE,
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secondary=ft.colors.CYAN,
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),
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font_family="Arial"
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)
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page.bgcolor = ft.colors.WHITE
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page.window_maximized = True
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page.horizontal_alignment = ft.CrossAxisAlignment.STRETCH
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page.vertical_alignment = ft.MainAxisAlignment.START
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relevant_matches_active = False
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current_file_id = None
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current_hits = None
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def create_table(books, pages, hits):
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def create_cell(content, h, wid, is_header=False):
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return ft.Container(
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content=ft.Text(content, weight="bold" if is_header else None),
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border=ft.border.all(1, "cyan"),
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padding=ft.padding.all(8),
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border_radius=2,
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alignment=ft.alignment.center,
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width=wid,
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height=h
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)
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headers_height = 40
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headers_width = 250
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header = ft.Row(
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controls=[
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create_cell("الموضوع", headers_height, 500, is_header=True),
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create_cell("تاريخ الاصدار", headers_height, headers_width, is_header=True),
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create_cell("التشريع", headers_height, headers_width, is_header=True)
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],
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alignment="center",
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spacing=0
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)
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values_height = 90
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values = ft.Row(
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controls=[
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create_cell(hits, values_height, 500),
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create_cell(pages, values_height, headers_width),
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create_cell(books, values_height, headers_width)
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],
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alignment="center",
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spacing=0
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)
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table = ft.Column(
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controls=[
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header,
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values
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],
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alignment="center",
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spacing=0
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)
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return table
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def on_search(e):
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loading_indicator.visible = True
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law_info_table.visible = False
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page.update()
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query = search_field.value
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if current_search_mode.value == "Mode 1 is selected":
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res = utils.Get_Azure_AI_RAG_Json(query,20)
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law_ids = [int(id.get("File_ID")) for id in res]
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unique_law_ids = unique_ordered_list(law_ids)
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results = df_laws[df_laws['Id'].isin(unique_law_ids)].reset_index()
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results['Id'] = pd.Categorical(results['Id'], categories=unique_law_ids, ordered=True)
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results = results.sort_values('Id').reset_index(drop=True)
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results = results.head(10)
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elif current_search_mode.value == "Mode 2 is selected":
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res = utils.by_law_title(query,20)
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law_ids = [int(id.get("File_ID")) for id in res]
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unique_law_ids = unique_ordered_list(law_ids)
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results = df_laws[df_laws['Id'].isin(unique_law_ids)].reset_index()
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results['Id'] = pd.Categorical(results['Id'], categories=unique_law_ids, ordered=True)
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results = results.sort_values('Id').reset_index(drop=True)
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results = results.head(10)
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table.rows.clear()
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for i in range(results.shape[0]):
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curr_id = int(results['Id'][i])
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count_df = (df_laws[df_laws['Id']== curr_id]).reset_index()['Subjects Count'][0]
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articles_count = int(count_df)
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table.rows.append(
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ft.DataRow(cells=[
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ft.DataCell(ft.IconButton(ft.icons.LINK, on_click=lambda e, link=results['short_url'][i]: page.launch_url(link))),
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ft.DataCell(ft.Text(articles_count, text_align=ft.TextAlign.RIGHT)),
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ft.DataCell(ft.Container(
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ft.Text(results['Description'][i], text_align=ft.TextAlign.RIGHT, rtl=True),
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alignment=ft.alignment.center_right
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)),
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ft.DataCell(ft.Container(
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ft.Text(results['Issue Date'][i], text_align=ft.TextAlign.RIGHT, rtl=True),
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alignment=ft.alignment.center_right
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)),
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ft.DataCell(ft.Container(
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ft.TextButton(results['Topic'][i], on_click=lambda e, file_id=results['Id'][i]: show_topic_details(file_id, res)),
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alignment=ft.alignment.center_right
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)),
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])
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)
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loading_indicator.visible = False
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table.visible = True
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page.update()
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loading_indicator = ft.ProgressRing(visible=False)
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def show_topic_details(file_id, res):
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dialog_button.on_click = lambda e, fid=file_id :open_chat_dlg(e, fid)
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summary_button.on_click = lambda e, fid=file_id :open_summary_dlg(e, fid)
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nonlocal current_file_id, current_hits
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current_file_id = file_id
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current_hits = res
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table.visible = False
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law_info_table.visible = True
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info_df = df_laws[df_laws['Id'] == file_id].reset_index()
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description = info_df['Description'][0]
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issue_date = info_df['Issue Date'][0]
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link = info_df['short_url'][0]
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topic = info_df['Topic'][0]
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law_info_table.controls = [create_table(topic, issue_date, description)]
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mada_df = pd.read_csv(f"Data/Topics_CSV/{file_id}.csv")
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mada_df = mada_df[mada_df['Header'] != "Desc"]
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mawad_details = mada_df['Header'].to_list()
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if len(res) == 0:
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ordered_details = mawad_details
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hits = []
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else:
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hits = [item for item in res if item['File_ID'] == str(file_id)]
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hits = [item['Row_Header'] for item in hits]
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if relevant_matches_active:
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ordered_details = {header: index for index, header in enumerate(hits)}
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ordered_details = sorted(mawad_details, key=lambda x: ordered_details.get(x, float('inf')))
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else:
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ordered_details = mawad_details
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details_list.controls.clear()
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for item in ordered_details:
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if not relevant_matches_active or item in hits:
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bc = ft.colors.YELLOW if item in hits else ft.colors.WHITE
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curr_mada_text =(mada_df[mada_df['Header'] == item]).reset_index()['Header'][0] + " * " + (mada_df[mada_df['Header'] == item]).reset_index()['Text'][0]
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details_list.controls.append(
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ft.Container(
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content=ft.ElevatedButton(
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text=item,
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on_click=lambda e, text=curr_mada_text: show_mada_text(text),
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bgcolor=ft.colors.CYAN,
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color=bc
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),
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alignment=ft.alignment.center_right,
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padding=ft.padding.all(10),
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border_radius=ft.border_radius.all(5),
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shadow=ft.BoxShadow(
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blur_radius=5,
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spread_radius=1,
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color=ft.colors.GREY_100,
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offset=ft.Offset(2, 2)
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)
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)
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)
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details_view.visible = True
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search_view.visible = False
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page.update()
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def show_mada_text(text):
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try:
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header, article = text.split('*', 1)
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header_text = ft.Text(header, weight=ft.FontWeight.BOLD, rtl=True, text_align=ft.TextAlign.CENTER)
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article_text = ft.Text(article.strip(), rtl=True, text_align=ft.TextAlign.RIGHT)
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column_controls = [header_text, article_text]
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except:
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column_controls = [ft.Text(text,rtl=True)]
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mada_column.content.controls = column_controls
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page.update()
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def go_back_to_search(e):
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details_view.visible = False
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search_view.visible = True
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table.visible = True
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page.update()
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def toggle_relevant_matches(e):
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nonlocal relevant_matches_active
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relevant_matches_active = not relevant_matches_active
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relevant_matches_button.bgcolor = ft.colors.YELLOW if relevant_matches_active else ft.colors.CYAN
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page.update()
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if current_file_id is not None:
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show_topic_details(current_file_id, current_hits)
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search_field = ft.TextField(label="أدخل أستفسارك", text_align=ft.TextAlign.RIGHT, expand=True)
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search_button = ft.ElevatedButton("بحث", icon=ft.icons.SEND, on_click=on_search, bgcolor=ft.colors.BLUE, color=ft.colors.WHITE)
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table = ft.DataTable(
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border=ft.border.all(2, "cyan"),
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border_radius=10,
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vertical_lines=ft.BorderSide(1, color="F6F5F5"),
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horizontal_lines=ft.BorderSide(1, "F6F5F5"),
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columns=[
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ft.DataColumn(label=ft.Text("رابط القانون", text_align=ft.TextAlign.RIGHT)),
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ft.DataColumn(label=ft.Text("المواد", text_align=ft.TextAlign.RIGHT)),
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ft.DataColumn(label=ft.Text("الموضوع", text_align=ft.TextAlign.RIGHT, rtl=True)),
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ft.DataColumn(label=ft.Text("تاريخ الإصدار", text_align=ft.TextAlign.RIGHT, rtl=True)),
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ft.DataColumn(label=ft.Text("التشريع", text_align=ft.TextAlign.RIGHT, rtl=True, width = 350)),
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],
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rows=[]
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)
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details_list = ft.Column(scroll=ft.ScrollMode.AUTO)
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container_style = {
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"width": page.window_width / 2 - 20,
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"height": page.window_height - 250,
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"padding": 20,
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"bgcolor": ft.colors.WHITE,
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"border": ft.border.all(1, color=ft.colors.GREY_200),
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"border_radius": ft.border_radius.all(15),
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"shadow": ft.BoxShadow(
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blur_radius=20,
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spread_radius=2,
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color=ft.colors.BLACK12,
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offset=ft.Offset(4, 4)
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)
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}
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details_column = ft.Container(
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content=details_list,
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**container_style
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)
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mada_column = ft.Container(
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content=ft.Column(controls=[], scroll=ft.ScrollMode.AUTO, alignment=ft.MainAxisAlignment.CENTER,
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horizontal_alignment=ft.CrossAxisAlignment.CENTER),
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**container_style
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)
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def radio_mode(radio_group):
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if radio_group.value == "في محتوى التشريعات":
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current_search_mode.value = ("Mode 1 is selected")
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elif radio_group.value == "في عناوين التشريعات":
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current_search_mode.value = ("Mode 2 is selected")
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def on_radio_change(e):
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radio_mode(e.control)
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search_mode_radios = ft.RadioGroup(
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on_change=on_radio_change,
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value="في محتوى التشريعات",
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content=ft.Row(
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[
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ft.Row([ft.Text("في عناوين التشريعات", weight=ft.FontWeight.BOLD), ft.Radio(value="في عناوين التشريعات")]),
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ft.Row([ft.Text("في محتوى التشريعات", weight=ft.FontWeight.BOLD), ft.Radio(value="في محتوى التشريعات")]),
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],
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alignment=ft.MainAxisAlignment.CENTER,
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spacing=80
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)
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)
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current_search_mode = ft.Text("", visible = False)
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back_button = ft.ElevatedButton(
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text="عودة",
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on_click=go_back_to_search,
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icon=ft.icons.ARROW_BACK_IOS_NEW_SHARP,
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bgcolor=ft.colors.CYAN,
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color=ft.colors.WHITE
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)
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relevant_matches_button = ft.ElevatedButton(
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text="نتائج البحث",
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on_click=toggle_relevant_matches,
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bgcolor=ft.colors.CYAN,
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color=ft.colors.WHITE,
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style=ft.ButtonStyle(
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shape=ft.RoundedRectangleBorder(radius=8),
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elevation=2,
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)
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)
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table_container = ft.Container(
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content=table,
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width=page.width,
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)
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search_view = ft.Column([
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ft.Row([search_field, search_button, loading_indicator], alignment=ft.MainAxisAlignment.END, spacing=10),
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search_mode_radios,
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current_search_mode,
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], alignment=ft.MainAxisAlignment.START, spacing=20)
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dlg = ft.AlertDialog(
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modal=True,
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content = ft.Text(),
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)
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def open_summary_dlg(e, fid):
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bot_page = Bot_Page_ٍSummary.main(ft.Page, fid, df_laws)
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bot_page.controls[0].content.controls[0].content.controls[2].controls[0].on_click = lambda e: page.close(dlg)
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dlg.content = bot_page
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dlg.open = True
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dlg.update()
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time.sleep(1)
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bot_page.controls[1].on_click(None)
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time.sleep(1)
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bot_page.controls[2].on_click(None)
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page.update()
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def open_chat_dlg(e, fid):
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bot_page = Bot_Page.main(ft, ft.Page, utils.by_law_id, fid, df_laws)
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bot_page.controls[0].content.controls[0].content.controls[2].controls[0].on_click = lambda e: page.close(dlg)
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dlg.content = bot_page
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dlg.open = True
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dlg.update()
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dialog_button = ft.ElevatedButton(
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398 |
-
text="س , ج حول التشريع",
|
399 |
-
icon=ft.icons.CHAT,
|
400 |
-
tooltip="Required",
|
401 |
-
on_click=open_chat_dlg,
|
402 |
-
style=ft.ButtonStyle(
|
403 |
-
bgcolor=ft.colors.WHITE,
|
404 |
-
color=ft.colors.BLACK,
|
405 |
-
shape=ft.RoundedRectangleBorder(radius=15),
|
406 |
-
elevation=5,
|
407 |
-
side=ft.BorderSide(
|
408 |
-
color=ft.colors.GREY,
|
409 |
-
width=1
|
410 |
-
)
|
411 |
-
)
|
412 |
-
)
|
413 |
-
|
414 |
-
summary_button = ft.ElevatedButton(
|
415 |
-
text="ملخص التشريع",
|
416 |
-
icon=ft.icons.MENU_BOOK,
|
417 |
-
tooltip="ملخص",
|
418 |
-
on_click=open_summary_dlg,
|
419 |
-
style=ft.ButtonStyle(
|
420 |
-
bgcolor=ft.colors.WHITE,
|
421 |
-
color=ft.colors.BLACK,
|
422 |
-
shape=ft.RoundedRectangleBorder(radius=15),
|
423 |
-
elevation=5,
|
424 |
-
side=ft.BorderSide(
|
425 |
-
color=ft.colors.GREY,
|
426 |
-
width=1
|
427 |
-
)
|
428 |
-
)
|
429 |
-
)
|
430 |
-
|
431 |
-
|
432 |
-
page.add(dlg)
|
433 |
-
|
434 |
-
|
435 |
-
left_buttons_row = ft.Row(
|
436 |
-
controls=[back_button, relevant_matches_button],
|
437 |
-
alignment=ft.MainAxisAlignment.CENTER,
|
438 |
-
spacing=20
|
439 |
-
)
|
440 |
-
|
441 |
-
right_buttons_row = ft.Row(
|
442 |
-
controls=[dialog_button, summary_button],
|
443 |
-
alignment=ft.MainAxisAlignment.CENTER,
|
444 |
-
spacing=20
|
445 |
-
)
|
446 |
-
|
447 |
-
detailed_buttons_row = ft.Row(
|
448 |
-
controls=[left_buttons_row, right_buttons_row],
|
449 |
-
alignment=ft.MainAxisAlignment.SPACE_AROUND,
|
450 |
-
spacing=20
|
451 |
-
)
|
452 |
-
|
453 |
-
|
454 |
-
law_info_table = ft.Row([ft.Text("")], alignment=ft.MainAxisAlignment.CENTER)
|
455 |
-
|
456 |
-
details_view = ft.Column(
|
457 |
-
[
|
458 |
-
ft.Row(
|
459 |
-
[
|
460 |
-
law_info_table
|
461 |
-
],
|
462 |
-
alignment=ft.MainAxisAlignment.CENTER
|
463 |
-
),
|
464 |
-
|
465 |
-
detailed_buttons_row,
|
466 |
-
|
467 |
-
ft.Row(
|
468 |
-
[
|
469 |
-
#ft.Text(" "),
|
470 |
-
mada_column,
|
471 |
-
details_column
|
472 |
-
],
|
473 |
-
alignment=ft.MainAxisAlignment.CENTER,
|
474 |
-
spacing=20
|
475 |
-
)
|
476 |
-
],
|
477 |
-
alignment=ft.MainAxisAlignment.CENTER,
|
478 |
-
spacing=20,
|
479 |
-
visible=False
|
480 |
-
)
|
481 |
-
|
482 |
-
|
483 |
-
law_info_table.visible = False
|
484 |
-
page.add(ft.Column([search_view, table_container, details_view]))
|
485 |
-
table.visible = False
|
486 |
-
|
487 |
-
current_search_mode.value = "Mode 1 is selected"
|
488 |
-
|
489 |
-
|
490 |
-
page.update()
|
491 |
-
|
492 |
-
ft.app(target=main, assets_dir='assets')
|
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assets/bot.png
DELETED
Binary file (23 kB)
|
|
assets/header.png
DELETED
Binary file (23 kB)
|
|
assets/user - Copy.png
DELETED
Binary file (43.2 kB)
|
|
assets/user.png
DELETED
Binary file (34.9 kB)
|
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