From 7570f08a59b1a06beee9635821c9e957857b95ce Mon Sep 17 00:00:00 2001 From: Daiki Kimura Date: Fri, 12 Aug 2022 15:29:41 +0900 Subject: [PATCH 1/4] v2.0 Signed-off-by: Daiki Kimura Co-authored-by: Stefan Zecevic --- .gitignore | 2 + .gitmodules | 6 +- README.md | 2 +- assets/globe-icon.png | Bin 49099 -> 57902 bytes assets/overrides.css | 7 + assets/robot-icon.jpeg | Bin 76529 -> 78493 bytes components/__init__.py | 4 +- components/admissable_actions_card.py | 83 ++ components/commonsense_card.py | 21 + components/dialog_row.py | 6 +- components/fired_rule_card.py | 84 +- components/graph_card.py | 8 +- components/logical_facts_card.py | 18 + components/network_card.py | 43 +- components/next_actions_row.py | 82 +- components/ui_shell.py | 2 +- pages/__init__.py | 9 +- pages/graphs/layout/__init__.py | 4 +- pages/home/layout/__init__.py | 6 +- pages/interact/callbacks.py | 881 +++++++++++++++++- pages/interact/data.py | 50 +- pages/interact/functions/twc.py | 50 +- pages/interact/layout/__init__.py | 11 +- pages/interact/layout/configuration_layout.py | 6 +- .../interact/layout/graphs_layout/__init__.py | 11 +- .../layout/graphs_layout/inspect_layout.py | 56 +- .../layout/graphs_layout/interact_layout.py | 44 +- pages/scalars/layout/__init__.py | 4 +- pages/scalars/layout/configuration_layout.py | 11 +- requirements.txt | 3 +- static/data/network2.json | 96 ++ third_party/loa | 2 +- 32 files changed, 1435 insertions(+), 177 deletions(-) create mode 100644 assets/overrides.css create mode 100644 components/admissable_actions_card.py create mode 100644 components/commonsense_card.py create mode 100644 components/logical_facts_card.py create mode 100644 static/data/network2.json diff --git a/.gitignore b/.gitignore index 5d69aa2..07363fe 100644 --- a/.gitignore +++ b/.gitignore @@ -147,3 +147,5 @@ dmypy.json # Cython debug symbols cython_debug/ +out.txt +test.py diff --git a/.gitmodules b/.gitmodules index acb7770..f50c60e 100644 --- a/.gitmodules +++ b/.gitmodules @@ -1,6 +1,6 @@ -[submodule "third_party/loa"] - path = third_party/loa - url = git@github.com:IBM/LOA.git [submodule "third_party/commonsense_rl"] path = third_party/commonsense_rl url = git@github.com:daiki-kimura/commonsense-rl.git +[submodule "third_party/loa"] + path = third_party/loa + url = git@github.com:IBM/LOA.git diff --git a/README.md b/README.md index 92cc06c..ccce315 100644 --- a/README.md +++ b/README.md @@ -48,7 +48,7 @@ cd third_party/commonsense_rl/ python -u train_agent.py --agent_type knowledgeaware --game_dir ./games/twc --game_name *.ulx --difficulty_level easy --graph_type world --graph_mode evolve --graph_emb_type glove --world_evolve_type manual --initial_seed 0 --nruns 1 ``` -- LOA (NeSA method) +- Neuro-Symbolic Agent (LOA) ```bash cd third_party/loa/ diff --git a/assets/globe-icon.png b/assets/globe-icon.png index 1c2f4631e127d14a847059a6e8ff56ac1f6197a7..f33d8d4e6648cb0026ed7661d49b1608599029d3 100644 GIT binary patch literal 57902 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zx&UyQ>bzN49peknlQ6J7ks+O}bls3lLc7g)%<_WGvBT-TaRd#F7$Ht4T03V>)rdq& z#{@X{nG;rmG1mc<=4+I$vS?-5!m$A)C3LR%hc?$=0`7h5azKW>U81Q$Xe}aTbqa{- zlG}CDu`F%FinokK?l?CV-RGH@qn^*67^j{180UHJwk_EiqYQOQr;0sSrW-vt3)Cqc zQ&j~8$`WrU@bUI5d0D<~{*+enk?kZscW85rtXKbU%#U&cyDcD=0^r@IfH043@%O6_ zNKDhLyAqFIAZ~a5t6)*qL5CluGP#6d7*qg-^nKQ+c2c#X6*G-?6AxcD(5LPr-^}_Q zW}s48O^3uDtwU<4CRsplD54e*XeJ5xVmjgs3W=$6)mFO=p;rwGdJ;+hPU!@rhK%X8 zK!}rmVnN?WRQ&h4X)4?)S%pc#;q9tDk^-Y}l3+Ca}8(hG*O9 zt dca.Card: + graph_info: str = '', height: int = 500) -> dca.Card: + + cytoscape = cyto.Cytoscape( + id='fired_rules_agent_1_graph', + layout={}, + elements=[], + style={}, + stylesheet=[], + responsive=True + ) + children = [ + html.Div(id='fired_rules_agent_1_action_bar', + style={'height': '50px', 'width': '100%'}, + children=[ + html.Div( + 'Select a node or edge', + id='selected_graph_element', + style={'float': 'left', 'padding-top': '0.4rem'} + ), + dca.Button( + 'Delete element', + id='delete_graph_element', + kind='danger', + size='sm', + style={'visibility': 'hidden', + 'width': '0px'} + ), + dca.Button( + 'Execute test', + id='execute_test_graph_element', + kind='primary', + size='sm', + style={'visibility': 'hidden', + 'width': '0px'} + ), + dca.Button( + 'Undo change', + id='undo_graph_element', + kind='secondary', + size='sm', + style={'visibility': 'hidden', + 'width': '0px'} + ), + dca.Button( + 'Add node', + id='add_node_button', + kind='primary', + size='sm', + style={'visibility': 'hidden', + 'width': '0px'} + ), + dca.Dropdown( + id='add_node_dropdown', + label=None, + options=None, + value=None, + style={'visibility': 'hidden', + 'width': '0px'} + ), + ]), + html.Div(id=f'{graph_id}', - style={'height': f'{height}px', 'width': '100%'}, - children=cyto.Cytoscape( - id=f'{graph_id}_graph', - elements=[], - style={'height': '100%', 'width': '100%'})), + style={'height': f'{height-50}px', 'width': '100%'}, + children=[ + cytoscape + ] + ) ] return dca.Card( id=f'{graph_id}_card', title=graph_name, - info=graph_info, - actions=[{'displayName': 'Download CSV', - 'actionPropName': 'download'}, - {'displayName': 'Download Excel', - 'actionPropName': 'download_excel'}], + # actions=[{'displayName': 'Download CSV', + # 'actionPropName': 'download'}, + # {'displayName': 'Download Excel', + # 'actionPropName': 'download_excel'}], + style={'height': f'{height-50}px'}, children=children) diff --git a/components/graph_card.py b/components/graph_card.py index a5b7a7f..e0d7452 100644 --- a/components/graph_card.py +++ b/components/graph_card.py @@ -1,6 +1,4 @@ import dash_carbon_components as dca -import dash_html_components as html -import dash_table from dash_core_components import Graph from dash_extensions import Download @@ -10,7 +8,7 @@ def graph_card(graph_id: str, graph_name: str, graph_info: str = '', if radios is None: radios = [] children = [ - Graph(id=f'{graph_id}', style={'height': f'{height}px'}), + Graph(id=f'{graph_id}', style={'height': f'{height-50}px'}), Download(id=f'{graph_id}_download'), ] i = 0 @@ -27,8 +25,4 @@ def graph_card(graph_id: str, graph_name: str, graph_info: str = '', id=f'{graph_id}_card', title=graph_name, info=graph_info, - actions=[{'displayName': 'Download CSV', - 'actionPropName': 'download'}, - {'displayName': 'Download Excel', - 'actionPropName': 'download_excel'}], children=children) diff --git a/components/logical_facts_card.py b/components/logical_facts_card.py new file mode 100644 index 0000000..b1954eb --- /dev/null +++ b/components/logical_facts_card.py @@ -0,0 +1,18 @@ +import dash_carbon_components as dca +import dash_html_components as html + + +def logical_facts_card(facts=None, height: int = 250): + children = [ + html.Ul( + children=None, + id='logical_facts', + style={'padding-top': '.5rem', + 'font-size': 'large'} + ), + ] + + return dca.Card( + id='logical_facts_card', + title='Current state fact visualizer', + children=children) diff --git a/components/network_card.py b/components/network_card.py index 7c3aff3..befc3c0 100644 --- a/components/network_card.py +++ b/components/network_card.py @@ -1,34 +1,51 @@ import dash_carbon_components as dca import dash_core_components as dcc +import dash_cytoscape as cyto import dash_html_components as html import dash_table -import dash_cytoscape as cyto -def network_card(graph_id: str, graph_name: str, graph_info: str = '', slider: bool = False, table: bool = False, height: int = 250) -> dca.Card: +def network_card(graph_id: str, graph_name: str, graph_info: str = '', + slider: bool = False, table: bool = False, + height: int = 250) -> dca.Card: children = [ - html.Div(id=f'{graph_id}', style={'height': f'{height}px', 'width': '100%'}, + html.Div(id=f'{graph_id}', + style={'height': f'{height}px', 'width': '100%'}, children=cyto.Cytoscape( - id=f'{graph_id}_graph', elements=[], style={'height': '100%', 'width': '100%'})), + id=f'{graph_id}_graph', + elements=[], + style={'height': '100%', 'width': '100%'})), ] if slider: slider_component = html.Div( - id=f'{graph_id}_slider_parent', style={'width': '25%', 'padding': '25px', 'paddingBottom': '50px'}, - children=[html.H4("Select Epoch:"), - dcc.Slider(id=f'{graph_id}_slider', min=0, max=1, value=0, marks={}, step=None)] - ) + id=f'{graph_id}_slider_parent', + style={ + 'width': '25%', + 'padding': '25px', + 'padding-bottom': '50px'}, + children=[ + html.H4("Select Epoch:"), + dcc.Slider( + id=f'{graph_id}_slider', + min=0, + max=1, + value=0, + marks={}, + step=None)]) children.append(slider_component) if table: table_component = html.Div( - id=f'{graph_id}_table_parent', style={'width': '50%', 'padding': '25px'}, + id=f'{graph_id}_table_parent', + style={'width': '50%', 'padding': '25px'}, children=[ html.H4("Edit Weight:"), dash_table.DataTable( id=f'{graph_id}_table', columns=( - [{'id': 'Parent', 'name': 'Parent'}, {'id': 'Child', 'name': 'Child'}, + [{'id': 'Parent', 'name': 'Parent'}, + {'id': 'Child', 'name': 'Child'}, {'id': 'Weight', 'name': 'Weight'}] ), data=[dict(Parent='', Child='', Weight='')], @@ -36,7 +53,9 @@ def network_card(graph_id: str, graph_name: str, graph_info: str = '', slider: b style_table={'overflowX': 'auto', 'width': '50%'}, style_cell={ # all three widths are needed - 'minWidth': '120px', 'width': '120px', 'maxWidth': '120px', + 'minWidth': '120px', + 'width': '120px', + 'maxWidth': '120px', 'overflow': 'hidden', 'textOverflow': 'ellipsis', } @@ -49,6 +68,4 @@ def network_card(graph_id: str, graph_name: str, graph_info: str = '', slider: b id=f'{graph_id}_card', title=graph_name, info=graph_info, - actions=[{'displayName': 'Download CSV', 'actionPropName': 'download'}, - {'displayName': 'Download Excel', 'actionPropName': 'download_excel'}], children=children) diff --git a/components/next_actions_row.py b/components/next_actions_row.py index ee5a5bc..aef4999 100644 --- a/components/next_actions_row.py +++ b/components/next_actions_row.py @@ -1,13 +1,13 @@ from colorsys import hls_to_rgb -from numpy import tile, zeros - import dash_carbon_components as dca import dash_core_components as dcc import dash_html_components as html import plotly.graph_objects as go +from numpy import tile, zeros NEXT_ACTION_MIN_CONFIDENCE = 0.05 +BUTTON_TITLE_FOR_GO_INSPECTION = 'Check inside of the model' def next_actions_row(all_actions: list, @@ -45,7 +45,7 @@ def next_actions_row(all_actions: list, ] )] - first_selection = 'Choose from all possible action list' + first_selection = 'Select an action' dropdown_options = [ { 'label': first_selection, @@ -67,7 +67,7 @@ def next_actions_row(all_actions: list, ) action_submit = dca.Button( - 'Perform action', + 'Perform this action', id='submit_action', kind='primary', style={ @@ -78,17 +78,20 @@ def next_actions_row(all_actions: list, all_actions_card = dca.Card( id='all_actions_card', - title='All Possible Actions', + title='All possible actions', children=[ html.Ul( children=all_actions_list, className='lead', style={ - 'paddingTop': '10px', - 'paddingBottom': '10px', + 'padding-top': '10px', + 'padding-bottom': '10px', 'listStyleType': 'none' } ), + html.Br(), + dca.Column(actions_dropdown, columnSizes=['md-9']), + dca.Column(action_submit, columnSizes=['md-9']) ], style={ 'width': '100%', @@ -115,7 +118,8 @@ def next_actions_row(all_actions: list, agent_1_pull[agent_1_max_idx] = 0.3 agent_layout = \ - go.Layout(title='Click to perform action', hovermode='closest', + go.Layout(title='Click to perform a recommended action', + hovermode='closest', height=330) agent_1_rules_children = list() @@ -123,7 +127,7 @@ def next_actions_row(all_actions: list, for k, v in agent_1_rules.items(): if v != '': agent_1_rules_children.append( - k + ' = ' + v.replace('atlocation', 'at_location')) + v.replace('atlocation', 'at_location') + ' → ' + k) agent_1_rules_children.append(html.Br()) agent_1_rules_children = agent_1_rules_children[:-1] @@ -147,12 +151,13 @@ def next_actions_row(all_actions: list, agent_1_actions_card = dca.Card( id='agent_1_actions_card', - title='Recommended actions from NeSA (LOA)', + title='Neuro-symbolic agent', children=[ dcc.Graph( id='agent_1_actions_pie_chart', figure=go.Figure( data=[go.Pie( + name="", labels=agent_1_labels_list, values=agent_1_values_list, sort=False, @@ -161,21 +166,33 @@ def next_actions_row(all_actions: list, pull=agent_1_pull, textposition=agent_1_text_pos_list, showlegend=False, + hovertemplate="%{label}
%{percent}", )], layout=agent_layout )), - html.P('Current Logical Facts: ', + + html.P('Current logical facts & commonsense: ', style={'text-align': 'left', 'font-weight': 'bold'}), html.P( id='logical_facts_p', children=agent_1_logical_facts_children, style={'text-align': 'center'}), - html.P('Trained Rules: ', + html.Br(), + html.P('Trained rules: ', style={'text-align': 'left', 'font-weight': 'bold'}), html.P( id='loa_rule_p', children=agent_1_rules_children, style={'text-align': 'center'}), + html.Br(), + html.Br(), + dca.Button(id='agent_1_details_button', + size='sm', children=BUTTON_TITLE_FOR_GO_INSPECTION, + kind='primary', + style={'margin-left': 'auto', + 'margin-right': 'auto', + 'display': 'block', + 'height': '40px'}), ], style={'width': '100%'} @@ -201,12 +218,13 @@ def next_actions_row(all_actions: list, agent_2_actions_card = dca.Card( id='agent_2_actions_card', - title='Recommended actions from DL-Agent', + title='Deep learning agent', children=[ dcc.Graph( id='agent_2_actions_pie_chart', figure=go.Figure( data=[go.Pie( + name="", labels=agent_2_labels_list, values=agent_2_values_list, sort=False, @@ -214,10 +232,21 @@ def next_actions_row(all_actions: list, line=dict(color='#efefef', width=1)), pull=agent_2_pull, textposition=agent_2_text_pos_list, - showlegend=False + showlegend=False, + hovertemplate="%{label}
%{percent}", )], layout=agent_layout )), + html.Br(), + html.Br(), + dca.Button(id='agent_2_details_button', + size='sm', children=BUTTON_TITLE_FOR_GO_INSPECTION, + kind='primary', + disabled=True, + style={'margin-left': 'auto', + 'margin-right': 'auto', + 'display': 'block', + 'height': '40px'}), ], style={'width': '100%'} ) @@ -226,27 +255,18 @@ def next_actions_row(all_actions: list, children=[ dca.Row( children=[ - dca.Column(actions_dropdown, columnSizes=['md-6'], - style={'height': '1.5em'}), - dca.Column(action_submit, columnSizes=['md-2']) - ], - style={ - 'width': '100%', - 'margin-top': '10pt', - } - ), - dca.Row( - children=[ - dca.Column(all_actions_card, columnSizes=['md-2']), - dca.Column(agent_1_actions_card, columnSizes=['md-3']), - dca.Column(agent_2_actions_card, columnSizes=['md-3']) + dca.Column(all_actions_card, columnSizes=['md-2'], + style={'width': '450px'}), + dca.Column(agent_1_actions_card, columnSizes=['md-3'], + style={'width': '450px'}), + dca.Column(agent_2_actions_card, columnSizes=['md-3'], + style={'width': '450px'}) ], style={ - 'margin-top': '10pt', } ) ], - style={'paddingLeft': '2em'} + style={'padding-left': '2em'} ) if not done else dca.Row(children=[]) - return final_row \ No newline at end of file + return final_row diff --git a/components/ui_shell.py b/components/ui_shell.py index 42b57c8..91e18f9 100644 --- a/components/ui_shell.py +++ b/components/ui_shell.py @@ -20,7 +20,7 @@ def ui_shell(name: str, header, sidebar): 'width': '100%', 'overflow': 'auto', 'backgroundColor': '#f4f4f4', - 'marginTop': '48px', + 'margin-top': '48px', }, ), html.Div(id='dummy_div') diff --git a/pages/__init__.py b/pages/__init__.py index 5d7b26e..4786d74 100644 --- a/pages/__init__.py +++ b/pages/__init__.py @@ -8,10 +8,13 @@ DL_AGENT = True LOA_AGENT = True -MESSAGE_FOR_SELECT_NEXT_ACTION = 'Select next action' MESSAGE_FOR_DONE = \ - 'The game is Done. Please reload the page, if you want to retry.' + 'The game is done. Please reload the page, if you want to retry.' +MESSAGE_FOR_BEFORE_DONE = \ + 'Please select an action below. ' + \ + 'You can manually select an action or choose a recommendation ' + \ + 'from one of the trained models.' REPO_URL = 'https://github.com/IBM/nesa-demo' LOA_REPO_URL = 'https://github.com/IBM/LOA' -RIGHT_TOP_MESSAGE = 'Repo: ' + REPO_URL +RIGHT_TOP_MESSAGE = 'Repository: ' + REPO_URL diff --git a/pages/graphs/layout/__init__.py b/pages/graphs/layout/__init__.py index 8e87338..d73ec6e 100644 --- a/pages/graphs/layout/__init__.py +++ b/pages/graphs/layout/__init__.py @@ -20,10 +20,10 @@ html.Div(style={'display': 'flex', 'alignItems': 'flex-end'}, children=[ html.Span(id='TCV_value'), - html.Span(style={'marginLeft': '8px'}, + html.Span(style={'margin-left': '8px'}, id='Entitled_value'), html.Span( - style={'marginLeft': '8px'}, + style={'margin-left': '8px'}, children=[RIGHT_TOP_MESSAGE] ) ]) diff --git a/pages/home/layout/__init__.py b/pages/home/layout/__init__.py index e69b631..5b0d94a 100644 --- a/pages/home/layout/__init__.py +++ b/pages/home/layout/__init__.py @@ -24,10 +24,10 @@ children=[ html.Span(id='TCV_value'), html.Span( - style={'marginLeft': '8px'}, + style={'margin-left': '8px'}, id='Entitled_value'), html.Span( - style={'marginLeft': '8px'}, + style={'margin-left': '8px'}, children=[RIGHT_TOP_MESSAGE] ) ]) @@ -47,7 +47,7 @@ 'height': '100%' }, children=html.Span( - style={'marginLeft': '8px'}, + style={'margin-left': '8px'}, children=[landing_layout] )), ] diff --git a/pages/interact/callbacks.py b/pages/interact/callbacks.py index 9604749..8d0ad91 100644 --- a/pages/interact/callbacks.py +++ b/pages/interact/callbacks.py @@ -1,21 +1,56 @@ +import json +from collections import deque +from json import JSONEncoder +from lib2to3.pgen2 import grammar +from operator import itemgetter + import dash -from components import dialog_row, next_actions_row +import dash_html_components as html from dash import Dash -from dash.dependencies import Input, Output, State +from dash.dependencies import ALL, Input, Output, State from dash.exceptions import PreventUpdate -from dash_html_components.P import P -from .. import MESSAGE_FOR_DONE, MESSAGE_FOR_SELECT_NEXT_ACTION +from components import commonsense_card, dialog_row, next_actions_row + +from .. import MESSAGE_FOR_BEFORE_DONE, MESSAGE_FOR_DONE from . import outputs -from .data import (edges, env_dict, kg_graphs, loa_agent, loa_rules, nodes, - roots_names, scored_action_history, twc_agent, - twc_agent_goal_graphs, twc_agent_manual_world_graphs) +from .data import (ADD_NODE_FUNCTION, action2literal, admissible_verbs, + all_commonsense, color1, color2, color_default, + color_select, default_network_name, edges, env_dict, + fired_color_name, kg_graphs, loa_agent, loa_rules, nodes, + roots_names, scored_action_history, text_margin_bottom, + twc_agent, twc_agent_goal_graphs, + twc_agent_manual_world_graphs) from .functions import get_agent_actions +LOGICAL_SYMBOLS = ['AND', 'OR', 'IMPLY', 'NOT'] +BTN_STYLE_IN_NETWORK_VIEWER = \ + {'float': 'right', + 'display': 'block', + 'padding-right': '0px', + 'width': '130px', + 'margin-left': '16px', + 'height': '40px'} +HIDDEN_STYLE = \ + {'visibility': 'hidden', + 'width': '0px'} +DROPDOWN_STYLE_IN_NETWORK_VIEW = \ + {'float': 'right', + 'display': 'block', + 'height': '30px', + 'width': '200px', + 'padding-right': '0px'} + + +class DequeEncoder(JSONEncoder): + def default(self, obj): + if isinstance(obj, deque): + return list(obj) + return JSONEncoder.default(self, obj) + def register(app: Dash): # Function to register the select_all callbacks, - # receive the checkbox id and the dropdown id. @app.callback( Output('game_level_selection', 'value'), @@ -24,6 +59,7 @@ def register(app: Dash): ] ) def game_level_selection(game_level_value): + # receive the checkbox id and the dropdown id. values = game_level_value return values @@ -43,9 +79,11 @@ def edit_network_graph(input): @app.callback( [Output('interactive_agent_chat', 'children'), + Output('interactive_agent_chat_inspect', 'children'), Output('next_action_row', 'children'), Output('game_score', 'children'), - Output('message_for_top_of_action_selector', 'children')], + Output('message_for_top_of_action_selector', 'children'), + Output('lnn_state', 'data')], [Input('agent_1_actions_pie_chart', 'clickData'), Input('agent_2_actions_pie_chart', 'clickData'), Input('submit_action', 'n_clicks'), @@ -54,7 +92,8 @@ def edit_network_graph(input): Input('configuration_interact_games_reset', 'n_clicks')], [State('interactive_agent_chat', 'children'), State('game_level_selection', 'value'), - State('all_actions_dropdown', 'value')] + State('all_actions_dropdown', 'value'), + State('lnn_state', 'data')] ) def add_dialog_row(agent_1_click_data, agent_2_click_data, @@ -64,7 +103,8 @@ def add_dialog_row(agent_1_click_data, configuration_interact_games_reset_n_clicks, interactive_agent_chat_children, game_level, - all_actions_dropdown): + all_actions_dropdown, + lnn_state): env = env_dict[game_level] if twc_agent is not None: @@ -76,7 +116,8 @@ def add_dialog_row(agent_1_click_data, else: button_id = ctx.triggered[0]['prop_id'].split('.')[0] - print(button_id) + # print(button_id) + generate_cytoscape() if (button_id != 'agent_1_actions_pie_chart' and button_id != 'agent_2_actions_pie_chart' and @@ -88,47 +129,56 @@ def add_dialog_row(agent_1_click_data, obs, info = env.reset() if twc_agent is not None: twc_agent.start_episode(1) - new_interactive_chat_children = \ [dialog_row(is_agent=False, text='Objective: ' + info['objective']), dialog_row(is_agent=False, text=info['description'].replace('\n\n', '\n') + .replace('\n\n', '\n') .replace('\n', '
')), dialog_row(is_agent=False, text=info['inventory']) ] - all_actions, ns_agent_actions, dl_agent_actions, loa_facts = \ + all_actions, ns_agent_actions, dl_agent_actions, \ + facts, commonsense, selected_facts_commonsense = \ get_agent_actions(env, obs, [0], [False], info, '', scored_action_history, loa_agent=loa_agent, - dl_agent=[ - twc_agent, - twc_agent_goal_graphs, - twc_agent_manual_world_graphs - ]) + dl_agent=[twc_agent, + twc_agent_goal_graphs, + twc_agent_manual_world_graphs]) + new_action_row = next_actions_row( all_actions=info['admissible_commands'], agent_1_actions=ns_agent_actions, agent_1_rules=loa_rules, - agent_1_facts=loa_facts, + agent_1_facts=selected_facts_commonsense, agent_2_actions=dl_agent_actions, done=False ) score_str = 'Score: %d/%d' % (0, info['max_score']) + lnn_state = { + 'actions': info['admissible_commands'], + 'facts': facts, + 'commonsense': commonsense, + 'recommended_action': sorted(ns_agent_actions, + key=itemgetter(1), + reverse=True)[0][0], + } + return \ + list(reversed(new_interactive_chat_children)), \ list(reversed(new_interactive_chat_children)), \ new_action_row, \ score_str, \ - MESSAGE_FOR_SELECT_NEXT_ACTION + MESSAGE_FOR_BEFORE_DONE, \ + json.dumps(lnn_state) elif (button_id.find('pie') != -1 or (button_id == 'submit_action' and all_actions_dropdown != 'NONE')): - print(all_actions_dropdown) - # recreate old interactions new_interactive_chat_children = [] for row in interactive_agent_chat_children[::-1]: @@ -142,11 +192,11 @@ def add_dialog_row(agent_1_click_data, new_interactive_chat_children.extend( [dialog_row(is_agent=is_agent, text=text)]) - if (button_id == 'agent_1_actions_pie_chart'): + if button_id == 'agent_1_actions_pie_chart': action = agent_1_click_data['points'][0]['label'] - elif (button_id == 'agent_2_actions_pie_chart'): + elif button_id == 'agent_2_actions_pie_chart': action = agent_2_click_data['points'][0]['label'] - elif (button_id == 'submit_action'): + elif button_id == 'submit_action': action = all_actions_dropdown obs, score, done, info = env.step(action) @@ -161,7 +211,8 @@ def add_dialog_row(agent_1_click_data, text=environment_response.replace('\n\n', '\n') .replace('\n\n', '\n').replace('\n', '
'))]) - all_actions, ns_agent_actions, dl_agent_actions, loa_facts = \ + all_actions, ns_agent_actions, dl_agent_actions, \ + facts, commonsense, selected_facts_commonsense = \ get_agent_actions(env, obs, [0], [False], info, action, scored_action_history, loa_agent=loa_agent, @@ -174,15 +225,787 @@ def add_dialog_row(agent_1_click_data, all_actions=info['admissible_commands'], agent_1_actions=ns_agent_actions, agent_1_rules=loa_rules, - agent_1_facts=loa_facts, + agent_1_facts=selected_facts_commonsense, agent_2_actions=dl_agent_actions, done=done ) + lnn_state = { + 'actions': info['admissible_commands'], + 'facts': facts, + 'commonsense': commonsense, + 'recommended_action': sorted(ns_agent_actions, + key=itemgetter(1), + reverse=True)[0][0], + } + return \ + list(reversed(new_interactive_chat_children)), \ list(reversed(new_interactive_chat_children)), \ new_action_row, \ score_str, \ - MESSAGE_FOR_DONE if done else MESSAGE_FOR_SELECT_NEXT_ACTION + MESSAGE_FOR_DONE if done else MESSAGE_FOR_BEFORE_DONE, \ + json.dumps(lnn_state) else: raise PreventUpdate + + @app.callback( + [Output('admissible_actions', 'children'), + Output('inspect_action_dropdown', 'label'), + Output('inspect_action_dropdown', 'options'), + Output('inspect_action_dropdown', 'value'), + Output('logical_facts', 'children'), + Output('commonsense', 'children'), + Output('graph_elements', 'data'), + Output('graph_elements_history', 'data'), + Output('add_node_dropdown', 'label'), + Output('add_node_dropdown', 'options'), + Output('add_node_dropdown', 'value'), + Output('add_node_dropdown', 'style'), + Output('add_node_button', 'style'), + Output('execute_test_graph_element', 'children'), + ], + [Input('lnn_state', 'data'), + Input('inspector_state', 'data'), + Input('use_recommendation', 'data'), + Input('delete_graph_element', 'n_clicks'), + Input('undo_graph_element', 'n_clicks'), + Input('add_node_button', 'n_clicks'), + ], + [State('selected_graph_element_id', 'data'), + State('graph_elements', 'data'), + State('graph_elements', 'modified_timestamp'), + State('graph_elements_history', 'data'), + State('add_node_dropdown', 'value'), + ] + ) + def update_inspection_view( + lnn_state, + inspected_action, + use_recommendation, + delete_graph_element_n_clicks, + undo_graph_element_n_clicks, + add_node_button_n_clicks, + selected_element, + current_graph, + graph_ts, + graph_stack, + add_node_dropdown_value): + current_state = json.loads(lnn_state) + ctx = dash.callback_context + + graph_elements_history = deque() + actions = current_state['actions'] + facts = current_state['facts'] + # commonsense = current_state['commonsense'] + recommended_action = current_state['recommended_action'] + + triggered_by = ctx.triggered[0]['prop_id'].split('.')[0] + + if triggered_by == 'lnn_state' or triggered_by == 'undo_graph_element': + inspected_action = None + + if triggered_by == 'use_recommendation' and use_recommendation: + inspected_action = recommended_action + + if inspected_action is not None: + verb, obj1, obj2 = action2literal(inspected_action) + objs = [obj1, obj2] + else: + objs = [None, None] + + graph_data = [] + execute_name = 'Execute test' + + if not current_graph: + graph_data = generate_cytoscape() + graph_data = clear_highlights_from_graph(graph_data) + elif triggered_by == 'lnn_state': + graph_data = generate_cytoscape() + graph_data = clear_highlights_from_graph(graph_data) + elif triggered_by == 'undo_graph_element': + graph_elements_history = deque(json.loads(graph_stack)) + graph_data = graph_elements_history.pop() + graph_data = clear_highlights_from_graph(graph_data) + elif triggered_by == 'delete_graph_element': + graph_data = json.loads(current_graph) + graph_elements_history = deque(json.loads(graph_stack)) + graph_elements_history.append(graph_data) + graph_data = delete_graph_element(graph_data, selected_element) + elif triggered_by == 'add_node_button': + graph_data = json.loads(current_graph) + graph_elements_history = deque(json.loads(graph_stack)) + graph_elements_history.append(graph_data) + + and_name = 'and1' + new_node = \ + {'data': + {'id': add_node_dropdown_value, + 'label': add_node_dropdown_value, + 'is_input': True}, + 'classes': ''} + new_edge = \ + {'data': + {'source': add_node_dropdown_value, + 'target': and_name, + 'id': add_node_dropdown_value + ' → ' + and_name, + 'label': add_node_dropdown_value + ' → ' + and_name, + 'weight': 1.0}, + 'classes': ''} + graph_data.append(new_node) + graph_data.append(new_edge) + execute_name = 'Execute train' + + elif (triggered_by == 'inspector_state' or + triggered_by == 'use_recommendation') and current_graph: + graph_data = json.loads(current_graph) + graph_elements_history = deque(json.loads(graph_stack)) + graph_data = clear_highlights_from_graph(graph_data) + + input_nodes = [d['data']['label'].split('(')[0] + for d in graph_data if d['data'].get('is_input', False)] + + actions_list = \ + generate_admissible_actions_list(actions, inspected_action, objs) + + (dropdown_value, dropdown_options) = \ + generate_admissible_actions_dropdown(actions, inspected_action) + + facts_list, lf_keys = \ + generate_logical_facts_list(facts, objs, input_nodes) + commonsense_list, cs_keys = \ + generate_commonsense_list(all_commonsense, objs, input_nodes) + + add_node_dropdown_value = '' + add_node_dropdown_options = list() + add_node_dropdown_style = HIDDEN_STYLE + add_node_button_style = HIDDEN_STYLE + + if (triggered_by == 'inspector_state' or + triggered_by == 'use_recommendation') and current_graph: + if verb in get_verb_list(1): + sub_graph, input_nodes = \ + get_sub_graph(verb + '(x)', graph_data) + for o in sub_graph: + idx = graph_data.index(o) + graph_data[idx]['classes'] += f' {fired_color_name}' + + if verb in get_verb_list(2): + add_classes_from_keys_highlighted(lf_keys, graph_data) + add_classes_from_keys_highlighted(cs_keys, graph_data) + + sub_graph, input_nodes = \ + get_sub_graph(verb + '(x,y)', graph_data) + all_fired = True if len(input_nodes) > 0 else False + for n in input_nodes: + if fired_color_name not in n['classes']: + all_fired = False + if all_fired: + for o in sub_graph: + idx = graph_data.index(o) + graph_data[idx]['classes'] += f' {fired_color_name}' + + if ADD_NODE_FUNCTION and \ + (verb in get_verb_list(1) or + verb in get_verb_list(2)) and \ + len(input_nodes) == 0: + add_node_dropdown_options = [ + { + 'label': 'Select', + 'value': 'ALL' + } + ] + + add_node_dropdown_value = \ + add_node_dropdown_options[0]['value'] + + name_cs = \ + list(set( + [f.to_plotly_json()['props'][ + 'children'][0].split(':')[0] + for f in commonsense_list])) + + name_facts = \ + list(set([ + f.to_plotly_json()['props'][ + 'children'][0].split(':')[0] + for f in facts_list])) + + for n in name_cs: + add_node_dropdown_options.append( + {'label': n + '(x,y)', 'value': n + '(x,y)'}) + + for n in name_facts: + add_node_dropdown_options.append( + {'label': n + '(x)', 'value': n + '(x)'}) + add_node_dropdown_options.append( + {'label': n + '(y)', 'value': n + '(y)'}) + + add_node_dropdown_style = DROPDOWN_STYLE_IN_NETWORK_VIEW + add_node_button_style = BTN_STYLE_IN_NETWORK_VIEWER + add_node_button_style['margin-left'] = '0px' + + return \ + actions_list, \ + dropdown_value, dropdown_options, dropdown_value, \ + facts_list, commonsense_list, \ + json.dumps(graph_data), \ + json.dumps(graph_elements_history, cls=DequeEncoder), \ + add_node_dropdown_value, add_node_dropdown_options, \ + add_node_dropdown_value, \ + add_node_dropdown_style, add_node_button_style, \ + execute_name + + def get_sub_graph(target_id, graph_data): + sub_graph = list() + input_nodes = list() + ns = list(filter(lambda li: + li['data']['id'] == target_id, graph_data)) + while len(ns) > 0: + sub_graph += ns + new_ns = list() + for n in ns: + es = list(filter(lambda li: + li['data'].get('target', '') == + n['data']['id'], graph_data)) + for e in es: + new_ns += \ + list(filter(lambda li: + li['data']['id'] == + e['data'].get('source', ''), graph_data)) + sub_graph += es + ns = list() + for n in new_ns: + if n['data']['label'] in LOGICAL_SYMBOLS: + ns += [n] + else: + sub_graph += [n] + input_nodes += [n] + return sub_graph, input_nodes + + def clear_highlights_from_graph(graph): + for item in graph: + if 'classes' in item: + item['classes'] = \ + item['classes'].replace('color1', '').\ + replace('color2', '').strip() + + return graph + + def add_classes_from_keys_highlighted(keys_highlighted, graph_data): + for key, color_class in keys_highlighted.items(): + obj = list(filter(lambda li: key in li['data']['id'] and + not ('weight' in li['data']), + graph_data)) + for o in obj: + idx = graph_data.index(o) + graph_data[idx]['classes'] += f' {color_class}' + return graph_data + + def get_color(word, objs): + if objs[0] is not None and (word + ' ') in objs[0] + ' ': + color = color1 + x_or_y = 'x' + elif objs[1] is not None and (word + ' ') in objs[1] + ' ': + color = color2 + x_or_y = 'y' + else: + color = color_default + x_or_y = None + + return color, x_or_y + + def get_verb_list(arity): + verb_list = list() + for k, v in admissible_verbs.items(): + if v == arity: + verb_list.append(k) + return verb_list + + def generate_admissible_actions_list(actions, selection, objs): + + if actions is None: + return None + + items = list() + + for a in actions: + if a == selection: + li = list() + ws = a.split(' ') + for w in ws: + sp = ' ' if w != ws[-1] else '' + color = get_color(w, objs)[0] + li.append( + html.B(f"{w}{sp}", + style={'font-weight': '700', + 'color': color, + 'margin-bottom': text_margin_bottom})) + items.append(html.Li(li)) + else: + items.append( + html.Li(a, style={'margin-bottom': text_margin_bottom})) + + return items + + def generate_admissible_actions_dropdown(actions, selection): + if actions is None: + return (None, None) + + first_selection = 'Choose an action' + dropdown_options = [ + { + 'label': first_selection, + 'value': 'ALL' + } + ] + + selected = dropdown_options[0]['value'] + + if selection: + selected = selection + + for a in actions: + dropdown_options.append({'label': a, 'value': a}) + + return selected, dropdown_options + + def generate_logical_facts_list(facts, objs, input_nodes): + + if facts is None: + return None, None, None + + items = list() + highlighted_items = list() + + sorted_facts = sorted(facts.items()) + keys_highlighted = {} + + for k, f in sorted_facts: + highlighted = False + fired = False + + li = [f"{k.lower()}: ["] + + # check if nested list + # otherwise it will unpack strings + if not isinstance(f[0], str): + flat_facts = [item for sublist in f for item in sublist] + else: + flat_facts = f + + for ff in flat_facts: + comma = ", " + if ff == flat_facts[-1]: + comma = "" + + color, x_or_y = get_color(ff, objs) + + if color != color_default: + li.append(html.B(f"{ff}", + style={'color': color, + 'font-weight': '700'})) + li.append(f"{comma}") + + highlighted = True + if k in input_nodes: + fired = True + + if k.lower() in keys_highlighted: + keys_highlighted[k.lower() + '(' + x_or_y + ')'] += \ + ' ' + fired_color_name + else: + keys_highlighted[k.lower() + + '(' + x_or_y + ')'] = fired_color_name + else: + li.append(f"{ff}{comma}") + + li.append(']') + if highlighted: + if fired: + highlighted_items.append( + html.Li(li, + style={'margin-bottom': text_margin_bottom, + 'font-weight': '700', + 'text-decoration': 'underline'})) + else: + highlighted_items.append( + html.Li(li, + style={'margin-bottom': text_margin_bottom})) + else: + items.append( + html.Li(li, style={'margin-bottom': text_margin_bottom})) + + return highlighted_items + items, keys_highlighted + + def generate_commonsense_list(commonsense, objs, input_nodes): + + if commonsense is None: + return None, None, None + + items = [] + highlighted_items = [] + keys_highlighted = {} + + for k, fs in commonsense.items(): + for f in fs: + highlighted = 0 + fired = False + + li = [f"{k}: ["] + + if not isinstance(f[0], str): + flat_commonsense = \ + [item for sublist in f for item in sublist] + else: + flat_commonsense = f + + for fc in flat_commonsense: + comma = ", " + if fc == flat_commonsense[-1]: + comma = "" + color, _ = get_color(fc, objs) + + if color != color_default: + li.append(html.B(f"{fc}", + style={'color': color, + 'font-weight': '700'})) + li.append(f"{comma}") + highlighted += 1 + else: + li.append(f"{fc}{comma}") + + li.append(']') + + style = {} + if highlighted > 0: + if highlighted == 2 and k in input_nodes: + keys_highlighted[k + '(x,y)'] = fired_color_name + style = {'font-weight': '700', + 'text-decoration': 'underline'} + style.update({'margin-bottom': text_margin_bottom}) + highlighted_items.append(html.Li(li, style=style)) + else: + items.append(html.Li(li, style=style)) + + return highlighted_items + items, keys_highlighted + + def generate_cytoscape(network_name=default_network_name): + if network_name == 'lnn_twc_with_empty': + network = \ + {"epochs": 1, + "input": ["carry(x)", "empty(y)", + "at_location(x,y)", "true"], + "network": { + "and1": {"gate_type": "AND", + "parents": ["carry(x)", "empty(y)", + "at_location(x,y)"], + "weights": [[1.0, 1.0, 1.0]]}, + "and2": {"gate_type": "AND", + "parents": ["carry(x)", "empty(y)", + "at_location(x,y)"], + "weights": [[1.0, 1.0, 1.0]]}, + "imply1": {"gate_type": "IMPLY", + "parents": ["and1"], "weights": [[1.0]]}, + "imply2": {"gate_type": "IMPLY", + "parents": ["and2"], "weights": [[1.0]]}, + "imply3": {"gate_type": "IMPLY", + "parents": ["true"], "weights": [[1.0]]}, + "insert(x,y)": {"gate_type": "NODE", + "parents": ["imply1"], + "weights": [[1.0]]}, + "put(x,y)": {"gate_type": "NODE", + "parents": ["imply2"], + "weights": [[1.0]]}, + "take(x)": {"gate_type": "NODE", + "parents": ["imply3"], + "weights": [[1.0]]}}} + + elif network_name == 'lnn_twc_wo_empty': + network = \ + {"epochs": 1, + "input": ["carry(x)", "at_location(x,y)", "true"], + "network": { + "and1": {"gate_type": "AND", + "parents": ["carry(x)", "at_location(x,y)"], + "weights": [[1.0, 1.0]]}, + "and2": {"gate_type": "AND", + "parents": ["carry(x)", "at_location(x,y)"], + "weights": [[1.0, 1.0]]}, + "imply1": {"gate_type": "IMPLY", + "parents": ["and1"], "weights": [[1.0]]}, + "imply2": {"gate_type": "IMPLY", + "parents": ["and2"], "weights": [[1.0]]}, + "imply3": {"gate_type": "IMPLY", + "parents": ["true"], "weights": [[1.0]]}, + "insert(x,y)": {"gate_type": "NODE", + "parents": ["imply1"], + "weights": [[1.0]]}, + "put(x,y)": {"gate_type": "NODE", + "parents": ["imply2"], + "weights": [[1.0]]}, + "take(x)": {"gate_type": "NODE", + "parents": ["imply3"], + "weights": [[1.0]]}}} + + elif network_name == 'lnn_twc_init': + network = \ + {"epochs": 1, + "input": [], + "network": { + "and1": {"gate_type": "AND", + "parents": [], + "weights": []}, + "imply1": {"gate_type": "IMPLY", + "parents": ["and1"], "weights": [[1.0]]}, + "insert(x,y)": {"gate_type": "NODE", + "parents": ["imply1"], + "weights": [[1.0]]}}} + + nodes = [] + + for i in network['input']: + nodes.append(i) + + for ops in network['network'].keys(): + nodes.append(ops) + + cyto_el = [] + + for n in nodes: + label = n + css_classes = '' + + if 'and' in n: + label = 'AND' + css_classes = 'logicGate and' + if 'or' in n: + label = 'OR' + css_classes = 'logicGate or' + if 'not' in n: + label = 'NOT' + css_classes = 'logicGate not' + if 'imply' in n: + label = 'IMPLY' + css_classes = 'logicGate imply' + if 'true' in n: + label = 'TRUE' + css_classes = 'logicGate true' + + cyto_el.append({'data': {'id': n, 'label': label, + 'is_input': label in network['input']}, + 'classes': css_classes}) + + css_classes = '' + for ops_id, ops in network['network'].items(): + for idx, p in enumerate(ops['parents']): + weight = ops['weights'][-1][idx] + gate_type = ops["gate_type"] + if gate_type == 'NODE': + gate_type = '→' + cyto_el.append( + {'data': {'source': p, + 'target': ops_id, + 'id': f'{p} {gate_type} {ops_id}', + 'label': f'{p} {gate_type} {ops_id}', + 'weight': weight}, + 'classes': css_classes}) + + return cyto_el + + @app.callback( + Output('inspector_state', 'data'), + Input('submit_inspect_action', 'n_clicks'), + State('inspect_action_dropdown', 'value') + ) + def inspect_action(n_clicks, selected): + return selected + + @app.callback( + Output('use_recommendation', 'data'), + Input('select_recommendation_action', 'n_clicks') + ) + def inspect_recommendation_action(n_clicks): + return False if n_clicks is None else True + + @app.callback( + Output('interact_tabs', 'value'), + Input('agent_1_details_button', 'n_clicks') + ) + def inspect_recommendation_action(n_clicks): + return 'interact_tab' if n_clicks is None else 'inspect_tab' + + @app.callback( + [Output('fired_rules_agent_1_graph', 'elements'), + Output('fired_rules_agent_1_graph', 'layout'), + Output('fired_rules_agent_1_graph', 'stylesheet'), + Output('fired_rules_agent_1_graph', 'style'), + Output('fired_rules_agent_1_graph', 'responsive'), + ], + Input('graph_elements', 'modified_timestamp'), + State('graph_elements', 'data') + ) + def update_graph_elements(ts, data): + + layout = {'name': 'dagre', 'rankDir': 'LR', 'nodeSep': '25'} + style = {'height': '450px', 'width': '90%'} + stylesheet = [ + { + 'selector': 'node', + 'style': { + 'content': 'data(label)', + 'color': '#000', + 'text-outline-color': '#fff', + 'text-outline-width': '2px' + } + }, + { + 'selector': 'node:selected', + 'style': { + 'content': 'data(label)', + 'background-color': color_select, + 'border-color': color_select, + 'border-width': '3px' + } + }, + { + 'selector': 'edge:selected', + 'style': { + 'line-color': color_select + } + }, + { + 'selector': '.color1', + 'style': { + 'background-color': color1, + 'line-color': color1 + } + }, + { + 'selector': '.color2', + 'style': { + 'background-color': color2, + 'line-color': color2 + } + }, + { + 'selector': '.logicGate', + 'style': { + 'color': '#fff', + 'text-halign': 'center', + 'text-valign': 'center', + 'text-outline-width': '0px', + 'font-weight': 700 + } + }, + { + 'selector': '.logicGate.and', + 'style': { + 'content': '∧' + } + }, + { + 'selector': '.logicGate.or', + 'style': { + 'content': '∨' + } + }, + { + 'selector': '.logicGate.not', + 'style': { + 'content': '¬' + } + }, + { + 'selector': '.logicGate.imply', + 'style': { + 'content': '→' + } + }, + { + 'selector': '.logicGate.true', + 'style': { + 'content': 'true', + 'font-weight': 'normal' + # 'content': '⊤' + } + } + ] + + elements = [] + + # ts is -1 when initialized + # See + # https://dash.plotly.com/dash-core-components/store#retrieving-the-initial-store-data + + ts != -1 or ts + + if data: + elements = json.loads(data) + + return elements, layout, stylesheet, style, True + + @app.callback( + [Output('selected_graph_element', 'children'), + Output('delete_graph_element', 'children'), + Output('delete_graph_element', 'style'), + Output('selected_graph_element_id', 'data'), + ], + [Input('fired_rules_agent_1_graph', 'tapNodeData'), + Input('fired_rules_agent_1_graph', 'tapEdgeData'), + Input('delete_graph_element', 'n_clicks'), + Input('undo_graph_element', 'n_clicks') + ] + ) + def select_graph_element(node, edge, delete_n_clicks, undo_n_clicks): + ctx = dash.callback_context + triggered_by = ctx.triggered[0]['prop_id'].split('.')[1] + + if triggered_by == 'n_clicks': + return 'Select a node or edge', 'Delete element', \ + HIDDEN_STYLE, '' + + if node is not None and triggered_by == 'tapNodeData': + if node['label'] == node['id']: + html_el = [ + html.B('SELECTED NODE:', style={'font-weight': '700'}), + html.Span(f' {node["label"]}') + ] + return html_el, 'Delete node', \ + BTN_STYLE_IN_NETWORK_VIEWER, node['id'] + + if triggered_by == 'tapEdgeData': + html_el = [ + html.B('SELECTED EDGE:', style={'font-weight': '700'}), + html.Span(f' {edge["label"]} - Weight: {edge["weight"]}') + ] + return html_el, 'Delete edge', \ + BTN_STYLE_IN_NETWORK_VIEWER, edge['id'] + + return 'Select a node or edge', 'Delete element', \ + HIDDEN_STYLE, '' + + def delete_graph_element(graph, el): + nodes_deleted = list(filter(lambda n: n['data']['id'] != el, graph)) + res = list(filter(lambda e: + not (el in e['data']['label']), nodes_deleted)) + return res + + @app.callback( + [ + Output('execute_test_graph_element', 'style'), + Output('undo_graph_element', 'style'), + ], + Input('graph_elements_history', 'modified_timestamp'), + State('graph_elements_history', 'data') + ) + def change_button_visibility(graph_stack_ts, graph_stack): + if graph_stack_ts != -1 and graph_stack: + undo_count = len(json.loads(graph_stack)) + else: + undo_count = 0 + + if undo_count > 0: + return BTN_STYLE_IN_NETWORK_VIEWER, BTN_STYLE_IN_NETWORK_VIEWER + else: + return HIDDEN_STYLE, HIDDEN_STYLE diff --git a/pages/interact/data.py b/pages/interact/data.py index b77dc2d..a318dd5 100644 --- a/pages/interact/data.py +++ b/pages/interact/data.py @@ -19,6 +19,7 @@ sys.path.append('third_party/loa/') from third_party.loa.amr_parser import AMRSemParser from third_party.loa.loa_agent import LOAAgent, LogicalTWCQuantifier + from third_party.loa.logical_twc import Action2Literal network = \ @@ -34,8 +35,7 @@ value_loss_checklist = [x for x in scalars['loss_type'].unique()] -options_game_level = [{"label": x, "value": x} - for x in LEVELS] +options_game_level = [{"label": x, "value": x} for x in LEVELS] value_game_level = [EASY_LEVEL] options_game = [{"label": x, "value": x} for x in ['One', 'Two', 'Three', 'Four', 'Five']] @@ -52,23 +52,48 @@ max_episode_steps=50, batch_size=None, game_number=game_no) + medium_env = LogicalTWCQuantifier('medium', split='test', max_episode_steps=50, batch_size=None, game_number=game_no) + hard_env = LogicalTWCQuantifier('hard', split='test', max_episode_steps=50, batch_size=None, game_number=game_no) +all_commonsense = dict() +for env in [easy_env, medium_env, hard_env]: + _, facts = env.reset() + for k, vs in env.commonsense_kb.items(): + k = k.replace('atlocation', 'at_location') + lis = list() + for v in vs: + li = list() + for e in v: + found = False + for entity in facts['entities']: + if (e + ' ') in (entity + ' '): + li.append(entity) + found = True + if not found: + li.append(e) + lis.append(li) + if k in all_commonsense: + all_commonsense[k].extend(lis) + else: + all_commonsense[k] = lis + env_dict = \ {EASY_LEVEL: easy_env, MEDIUM_LEVEL: medium_env, HARD_LEVEL: hard_env} difficulty_level = 'easy' loa_pkl_filepath = 'results/loa-twc-dleasy-np2-nt15-ps1-ks6-spboth.pkl' sem_parser_mode = 'both' +admissible_verbs = {'take': 1, 'put': 2, 'open': 1, 'insert': 2} amr_server_ip = os.environ.get('AMR_SERVER_IP', 'localhost') amr_server_port_str = os.environ.get('AMR_SERVER_PORT', '') @@ -78,10 +103,10 @@ amr_server_port = None if LOA_AGENT: - loa_agent = LOAAgent(admissible_verbs=None, + loa_agent = LOAAgent(difficulty_level=difficulty_level, + admissible_verbs=admissible_verbs, amr_server_ip=amr_server_ip, amr_server_port=amr_server_port, - prune_by_state_change=True, sem_parser_mode=sem_parser_mode) loa_agent.load_pickel(loa_pkl_filepath) @@ -105,3 +130,20 @@ twc_agent_manual_world_graphs = None scored_action_history = [[] for _ in range(1)] + +action2literal = Action2Literal() +color_default = 'black' +color1 = '#0f62fe' +color2 = 'green' +color_select = '#da1e28' +fired_color_name = 'color1' +text_margin_bottom = '.2rem' + +default_network_name = 'lnn_twc_wo_empty' +ADD_NODE_FUNCTION = False + +# default_network_name = 'lnn_twc_with_empty' +# ADD_NODE_FUNCTION = False + +# default_network_name = 'lnn_twc_init' +# ADD_NODE_FUNCTION = True diff --git a/pages/interact/functions/twc.py b/pages/interact/functions/twc.py index 834fc00..9a40076 100644 --- a/pages/interact/functions/twc.py +++ b/pages/interact/functions/twc.py @@ -1,3 +1,4 @@ +import copy import glob import os import random @@ -47,6 +48,23 @@ def info2infos(info): return {k: [v] for k, v in info.items()} +def convert_instance_for_commonsense(cs_raw, is_instance_raw): + cs_list = list() + for cs in cs_raw: + li = list() + for o in cs: + found = False + for ins in is_instance_raw: + if o == ins[1]: + li.append(ins[0]) + found = True + break + if not found: + li.append(o) + cs_list.append(li) + return cs_list + + def get_agent_actions(env, obs, score, done, info, action, scored_action_history, loa_agent=None, dl_agent=None): @@ -62,25 +80,26 @@ def get_agent_actions(env, obs, score, done, info, else: ns_agent_actions = list() - facts = env.get_logical_state(info) + env_facts = env.get_logical_state(info) obs_text = get_formatted_obs_text(info) + commonsense = dict() try: - verbnet_facts, _ = rest_amr.obs2facts(obs_text, - mode='both', - verbose=True) - + facts, _ = rest_amr.obs2facts(obs_text, mode='propbank') rest_amr.save_cache() - verbnet_facts['atlocation'] = facts['atlocation'] - verbnet_facts['is_instance'] = facts['is_instance'] + facts_cs = copy.deepcopy(facts) + facts_cs['atlocation'] = env_facts['atlocation'] + facts_cs['is_instance'] = env_facts['is_instance'] + + commonsense['at_location'] = \ + convert_instance_for_commonsense(env_facts['atlocation'], + env_facts['is_instance']) - logical_facts = \ + selected_facts_commonsense = \ { - 'at_location': [list(x) for x in - verbnet_facts['atlocation']], - 'carry': verbnet_facts['carry'] - if 'carry' in verbnet_facts else [] + 'at_location': commonsense['at_location'], + 'carry': facts['carry'] if 'carry' in facts else [] } for adm_comm in all_actions: @@ -91,7 +110,7 @@ def get_agent_actions(env, obs, score, done, info, logic_vector, all_preds = \ obtain_predicates_logic_vector( rule_arity, x, y, - facts=verbnet_facts, + facts=facts_cs, template=loa_agent.arity_predicate_templates) logic_vector = logic_vector.unsqueeze(0) yhat = loa_agent.pi.forward_eval(logic_vector, @@ -102,7 +121,7 @@ def get_agent_actions(env, obs, score, done, info, ns_agent_actions.append([adm_comm, 0]) except Exception: - logical_facts = None + selected_facts_commonsense = None for adm_comm in all_actions: ns_agent_actions.append([adm_comm, 0]) @@ -149,4 +168,5 @@ def get_agent_actions(env, obs, score, done, info, for i, a in enumerate(all_actions): dl_agent_actions.append([a, values[i]]) - return all_actions, ns_agent_actions, dl_agent_actions, logical_facts + return all_actions, ns_agent_actions, dl_agent_actions, \ + facts, commonsense, selected_facts_commonsense diff --git a/pages/interact/layout/__init__.py b/pages/interact/layout/__init__.py index 4ec8988..94bebb9 100644 --- a/pages/interact/layout/__init__.py +++ b/pages/interact/layout/__init__.py @@ -1,5 +1,5 @@ import dash_html_components as html - +import dash_core_components as dcc from ... import RIGHT_TOP_MESSAGE from .configuration_layout import configuration_layout from .filters_layout import filters_layout @@ -22,9 +22,9 @@ html.Div(style={'display': 'flex', 'alignItems': 'flex-end'}, children=[ html.Span(id='TCV_value'), - html.Span(style={'marginLeft': '8px'}, + html.Span(style={'margin-left': '8px'}, id='Entitled_value'), - html.Span(style={'marginLeft': '8px'}, + html.Span(style={'margin-left': '8px'}, children=[RIGHT_TOP_MESSAGE]) ]) ] @@ -49,5 +49,8 @@ 'backgroundColor': 'white' }, children=configuration_layout), ] - ) + ), + dcc.Store(id='lnn_state'), + dcc.Store(id='use_recommendation'), + dcc.Store(id='inspector_state'), ] diff --git a/pages/interact/layout/configuration_layout.py b/pages/interact/layout/configuration_layout.py index 016448d..5ba92fa 100644 --- a/pages/interact/layout/configuration_layout.py +++ b/pages/interact/layout/configuration_layout.py @@ -7,7 +7,7 @@ html.Div(style={'display': 'flex', 'height': '40px', 'alignItems': 'center'}, children=[ - html.H5(style={'paddingLeft': '16px'}, children='Configuration'), + html.H5(style={'padding-left': '16px'}, children='Configuration'), ]), dca.Tabs(children=[ dca.Tab(value='filters', label='Games', children=[ @@ -17,7 +17,7 @@ 'height': 'calc(100% - 130px)', 'overflow': 'auto', 'padding': '8px', - 'paddingBottom': '96px' + 'padding-bottom': '96px' }, children=filters_layout ) @@ -35,7 +35,7 @@ children=[ dca.Button(id='configuration_interact_games_reset', size='sm', children='Reset', kind='secondary', - style={'marginRight': '1px'}), + style={'margin-right': '1px'}), dca.Button(id='configuration_interact_games_apply', size='sm', children='Apply', kind='primary') ]) diff --git a/pages/interact/layout/graphs_layout/__init__.py b/pages/interact/layout/graphs_layout/__init__.py index c431162..e8e7527 100644 --- a/pages/interact/layout/graphs_layout/__init__.py +++ b/pages/interact/layout/graphs_layout/__init__.py @@ -1,6 +1,7 @@ import dash_carbon_components as dca -from .interact_layout import interact_layout + from .inspect_layout import inspect_layout +from .interact_layout import interact_layout graphs_layout = [ dca.Tabs( @@ -10,8 +11,10 @@ value='interact_tab', children=[ dca.Tab(value='interact_tab', - label='Agent Interaction', children=interact_layout), - # dca.Tab(value='inspect_tab', - # label='Agent Inspection', children=inspect_layout), + label='Interaction Page', + children=interact_layout), + dca.Tab(value='inspect_tab', + label='Inside of NeSA', + children=inspect_layout), ]) ] diff --git a/pages/interact/layout/graphs_layout/inspect_layout.py b/pages/interact/layout/graphs_layout/inspect_layout.py index 2107641..ab2541f 100644 --- a/pages/interact/layout/graphs_layout/inspect_layout.py +++ b/pages/interact/layout/graphs_layout/inspect_layout.py @@ -1,6 +1,8 @@ import dash_carbon_components as dca -import dash_html_components as html -from components import dialog_row, fired_rule_card, next_actions_row +import dash_core_components as dcc + +from components import (admissible_actions_card, commonsense_card, + fired_rule_card, logical_facts_card) inspect_layout = dca.Grid( style={'padding': '16px', @@ -8,26 +10,50 @@ 'overflow': 'auto'}, className='bx--grid--narrow bx--grid--full-width', children=[ + dca.Row( + children=[ + dca.Column(columnSizes=['sm-4'], children=[ + dca.Card( + id='interactive_agent_chat_inspect', + title='Interaction with environment', + children=[ + ], + style={ + 'overflow': 'auto', + 'display': 'flex', + 'flex-direction': 'column-reverse', + 'height': '400px', + } + ) + ], style={'padding-left': '16px'}) + ], + ), dca.Row(children=[ dca.Column(columnSizes=['sm-4'], children=[ dca.Row(children=[ dca.Column(columnSizes=['sm-2'], children=[ - fired_rule_card( - graph_id='working_memory_agent_1', - graph_name='Working Memory Agent 1', - graph_info='Working Memory for Agent 1', - height=250, - ), + admissible_actions_card() ]), dca.Column(columnSizes=['sm-2'], children=[ + commonsense_card() + ]), + dca.Column(columnSizes=['sm-2'], children=[ + logical_facts_card() + ], style={'margin-top': '16px'}), + dca.Column(columnSizes=['sm-2'], + className='hide-scroll', + children=[ fired_rule_card( graph_id='fired_rules_agent_1', - graph_name='Fired Rules for Agent 1', - graph_info='Fired Rules for Agent 1', - height=250, - ), - ]), - ], style={'marginLeft': '0px'}) + graph_name='Trained rules analyzer (LNN Network)', + height=550, + ) + ], style={'margin-top': '16px'}) + ], style={'margin-left': '16px', 'margin-top': '16px'}), ]), ]), - ]) + dcc.Store(id='graph_elements'), + dcc.Store(id='graph_elements_history'), + dcc.Store(id='selected_graph_element_id'), + ] +) diff --git a/pages/interact/layout/graphs_layout/interact_layout.py b/pages/interact/layout/graphs_layout/interact_layout.py index 5a344ec..f3a5047 100644 --- a/pages/interact/layout/graphs_layout/interact_layout.py +++ b/pages/interact/layout/graphs_layout/interact_layout.py @@ -1,5 +1,6 @@ import dash_carbon_components as dca import dash_html_components as html + from components import dialog_row, fired_rule_card, next_actions_row interact_layout = dca.Grid( @@ -10,9 +11,10 @@ children=[ dca.Row( children=[ - dca.Column(columnSizes=['sm-4'], children=[ + dca.Column(columnSizes=['sm-5'], children=[ dca.Card( id='interactive_agent_chat', + title='Interaction with environment', children=[ ], style={ @@ -23,20 +25,24 @@ 'width': '100%' } ) - ]) + ], style={'padding-left': '16px', + 'padding-right': '16px'}) ], ), dca.Row( children=[ - dca.Column(columnSizes=['sm-3'], children=[ + dca.Column(columnSizes=['sm-5'], children=[ + # dca.Column(columnSizes=['sm-3'], children=[ dca.Card( id='select_next_action_card', + title='Action selector to perform', children=[ - html.H3('', - id='message_for_top_of_action_selector', - style={ - 'padding-bottom': '0px' - }), + html.P('', + id='message_for_top_of_action_selector', + style={ + 'padding-bottom': '16px', + 'padding-left': '10px' + }), html.Div( id='next_action_row', @@ -53,12 +59,15 @@ ), ], style={ - 'margin-top': '20px', - 'margin-bottom': '20px', + 'margin-top': '16px', + 'margin-bottom': '16px', 'height': 'calc(100% - 50px)' } ), - ]), + ], style={'margin-left': '16px', + 'margin-top': '16px', + 'padding-right': '16px', + 'width': '100%'}), dca.Column(columnSizes=['sm-1'], children=[ dca.Card( id='apply_next_action_card', @@ -79,18 +88,21 @@ id='game_score', children='', style={ 'text-align': 'center', - 'margin-top': '5%', - 'margin-bottom': '5%' + 'margin-top': '16px', + 'margin-bottom': '16px' } ), ], style={ - 'margin-top': '20px', + 'margin-top': '16px', 'margin-bottom': '0px', - 'height': 'calc(100% - 50px)' + 'height': '0px', + # 'height': 'calc(100% - 50px)', } ), - ]), + ], style={'flex': '0 0 24%', + 'visibility': 'hidden', + 'height': '0px'}), ], ), ]) diff --git a/pages/scalars/layout/__init__.py b/pages/scalars/layout/__init__.py index 2b0e3c0..bfb04e6 100644 --- a/pages/scalars/layout/__init__.py +++ b/pages/scalars/layout/__init__.py @@ -22,9 +22,9 @@ html.Div(style={'display': 'flex', 'alignItems': 'flex-end'}, children=[ html.Span(id='TCV_value'), - html.Span(style={'marginLeft': '8px'}, + html.Span(style={'margin-left': '8px'}, id='Entitled_value'), - html.Span(style={'marginLeft': '8px'}, + html.Span(style={'margin-left': '8px'}, children=[RIGHT_TOP_MESSAGE]) ]) ] diff --git a/pages/scalars/layout/configuration_layout.py b/pages/scalars/layout/configuration_layout.py index 9bd32f2..7ba932a 100644 --- a/pages/scalars/layout/configuration_layout.py +++ b/pages/scalars/layout/configuration_layout.py @@ -4,8 +4,11 @@ from .filters_layout import filters_layout configuration_layout = [ - html.Div(style={'display': 'flex', 'height': '40px', 'alignItems': 'center'}, children=[ - html.H5(style={'paddingLeft': '16px'}, children='Configuration'), + html.Div(style={'display': 'flex', 'height': '40px', + 'alignItems': 'center'}, + children=[ + html.H5(style={'padding-left': '16px'}, + children='Configuration'), ]), dca.Tabs(children=[ dca.Tab(value='filters', label='Filters', children=[ @@ -15,7 +18,7 @@ 'height': 'calc(100% - 130px)', 'overflow': 'auto', 'padding': '8px', - 'paddingBottom': '96px' + 'padding-bottom': '96px' }, children=filters_layout ) @@ -33,7 +36,7 @@ children=[ dca.Button(id='configuration_scalars_filters_reset', size='sm', children='Reset', kind='secondary', - style={'marginRight': '1px'}), + style={'margin-right': '1px'}), dca.Button(id='configuration_scalars_filters_apply', size='sm', children='Apply', kind='primary') ]) diff --git a/requirements.txt b/requirements.txt index 9121eb9..b3a9222 100644 --- a/requirements.txt +++ b/requirements.txt @@ -15,6 +15,7 @@ textworld==1.2.0 tqdm==4.50.2 requests==2.26.0 matplotlib==3.5.0 +gym==0.21.0 jinja2==3.0.3 itsdangerous==2.0.1 -werkzeug==2.0.3 +werkzeug==2.0.3 \ No newline at end of file diff --git a/static/data/network2.json b/static/data/network2.json new file mode 100644 index 0000000..6bc77ba --- /dev/null +++ b/static/data/network2.json @@ -0,0 +1,96 @@ +{ + "epochs": 1, + "input": [ + "carry(x)", + "empty(y)", + "at_location(x,y)", + "true" + ], + "network": { + "and1": { + "gate_type": "AND", + "parents": [ + "carry(x)", + "empty(y)", + "at_location(x,y)" + ], + "weights": [ + [ + 1.0, + 1.0, + 1.0 + ] + ] + }, + "and2": { + "gate_type": "AND", + "parents": [ + "carry(x)", + "empty(y)", + "at_location(x,y)" + ], + "weights": [ + [ + 1.0, + 1.0, + 1.0 + ] + ] + }, + "imply1": { + "gate_type": "IMPLY", + "parents": [ + "and1" + ], + "weights": [ + [ + 1.0 + ] + ] + }, + "imply2": { + "gate_type": "IMPLY", + "parents": [ + "and2" + ], + "weights": [ + [ + 1.0 + ] + ] + }, + "insert(x,y)": { + "gate_type": "NODE", + "parents": [ + "imply1" + ], + "weights": [ + [ + 1.0 + ] + ] + }, + "put(x,y)": { + "gate_type": "NODE", + "parents": [ + "imply2" + ], + "weights": [ + [ + 1.0 + ] + ] + }, + "take(x)": { + "gate_type": "NODE", + "parents": [ + "true" + ], + "weights": [ + [ + 1.0 + ] + ] + } + } +} diff --git a/third_party/loa b/third_party/loa index 9cd402c..0794d2b 160000 --- a/third_party/loa +++ b/third_party/loa @@ -1 +1 @@ -Subproject commit 9cd402c814f1d9c8b4de52ee18a3cb7ec2c6d07a +Subproject commit 0794d2bf41fdb59ad7dd40812a23861bf82f38a9 From 0ae41f301f819cbe9d80503a75791836f5ec0911 Mon Sep 17 00:00:00 2001 From: Daiki Kimura Date: Fri, 12 Aug 2022 15:34:38 +0900 Subject: [PATCH 2/4] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index ccce315..ae26611 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,7 @@ This repository contains a demo for Neuro-Symbolic Agent (NeSA), which is specif ```bash git clone --recursive git@github.com:IBM/nesa-demo.git +cd nesa-demo conda create -n nesa-demo python=3.8 conda activate nesa-demo conda install pytorch=1.10.0 torchvision torchaudio -c pytorch @@ -86,4 +87,4 @@ This repository provides code for the following paper, please cite the paper and ## License -MIT License \ No newline at end of file +MIT License From ba3436d9ed3cea1dae12da5c2f31151e70c2c5f0 Mon Sep 17 00:00:00 2001 From: Daiki Kimura Date: Fri, 12 Aug 2022 15:58:48 +0900 Subject: [PATCH 3/4] update minar Signed-off-by: Daiki Kimura --- README.md | 2 +- pages/interact/functions/twc.py | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index ae26611..7267fb2 100644 --- a/README.md +++ b/README.md @@ -87,4 +87,4 @@ This repository provides code for the following paper, please cite the paper and ## License -MIT License +MIT License \ No newline at end of file diff --git a/pages/interact/functions/twc.py b/pages/interact/functions/twc.py index 9a40076..92c615b 100644 --- a/pages/interact/functions/twc.py +++ b/pages/interact/functions/twc.py @@ -121,6 +121,7 @@ def get_agent_actions(env, obs, score, done, info, ns_agent_actions.append([adm_comm, 0]) except Exception: + facts = {} selected_facts_commonsense = None for adm_comm in all_actions: ns_agent_actions.append([adm_comm, 0]) From 008eff646770244baa358eab707035f5ff7b1d79 Mon Sep 17 00:00:00 2001 From: ImgBotApp Date: Fri, 12 Aug 2022 08:35:50 +0000 Subject: [PATCH 4/4] [ImgBot] Optimize images *Total -- 133.20kb -> 122.68kb (7.89%) 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