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| #!/usr/bin/env python3 | |
| # -*- coding: utf-8 -*- | |
| """ | |
| Created on Sat Jul 30 19:55:23 2022 | |
| @author: syed | |
| """ | |
| import streamlit as st | |
| from PIL import Image | |
| import base64 | |
| from streamlit_folium import folium_static | |
| import folium | |
| from utils import geoutil | |
| from disambiguation import disambiguate | |
| import spacy | |
| import en_core_web_md | |
| from geocoder import geo_level3 | |
| from streamlit.components.v1 import html | |
| from spacy.tokens import Span, Doc | |
| from utils import llm_coding | |
| import json | |
| def nav_page(page_name, timeout_secs=3): | |
| nav_script = """ | |
| <script type="text/javascript"> | |
| function attempt_nav_page(page_name, start_time, timeout_secs) { | |
| var links = window.parent.document.getElementsByTagName("a"); | |
| for (var i = 0; i < links.length; i++) { | |
| if (links[i].href.toLowerCase().endsWith("/" + page_name.toLowerCase())) { | |
| links[i].click(); | |
| return; | |
| } | |
| } | |
| var elasped = new Date() - start_time; | |
| if (elasped < timeout_secs * 1000) { | |
| setTimeout(attempt_nav_page, 100, page_name, start_time, timeout_secs); | |
| } else { | |
| alert("Unable to navigate to page '" + page_name + "' after " + timeout_secs + " second(s)."); | |
| } | |
| } | |
| window.addEventListener("load", function() { | |
| attempt_nav_page("%s", new Date(), %d); | |
| }); | |
| </script> | |
| """ % (page_name, timeout_secs) | |
| html(nav_script) | |
| geojson = "" | |
| def set_header(): | |
| st.markdown( | |
| """ | |
| <style> | |
| .container { | |
| display: flex; | |
| } | |
| .logo-text { | |
| font-weight:700 !important; | |
| font-size:50px !important; | |
| color: #52aee3 !important; | |
| padding-left: 10px !important; | |
| } | |
| .logo-img { | |
| float:right; | |
| width: 10%; | |
| height: 10%; | |
| } | |
| </style> | |
| """, | |
| unsafe_allow_html=True | |
| ) | |
| st.markdown( | |
| f""" | |
| <div class="container"> | |
| <p class="logo-text">SpatialParse</p> | |
| </div> | |
| """, | |
| unsafe_allow_html=True | |
| ) | |
| def set_selected_entities(doc, types): | |
| gpe_selected = 'GPE' | |
| loc_selected = 'LOC' | |
| rse_selected = 'RSE' | |
| ents = [ent for ent in doc.ents if ent.label_ == gpe_selected or ent.label_ == loc_selected or ent.label_ == rse_selected] | |
| doc.ents = ents | |
| return doc | |
| def extract_spatial_entities(model,text, types): | |
| # nlp = spacy.load(model) | |
| nlp = spacy.load('en_core_web_md') | |
| nlp.add_pipe("spatial_pipeline", after="ner") | |
| doc = nlp(text) | |
| doc = set_selected_entities(doc, types) | |
| return doc | |
| def view_polygon_menu(): | |
| global geojson | |
| # params = st.experimental_get_query_params() | |
| params = st.query_params | |
| ase = None | |
| level_1= None | |
| level_2= None | |
| level_3= None | |
| if "entity" in params: | |
| print(params, 'ppr') | |
| ase, level_1, level_2, level_3 = geoutil.get_ent(params["entity"]) | |
| # print(type(ase), 'ttt') | |
| # print(type(params), 'eee') | |
| # print(params, 'eee') | |
| md = "<span><b>ASE:</b> "+ str(ase)+" <b>Level 1:</b> "+ str(level_1)+" <b>Level 2:</b> "+ str(level_2)+" <b>Level 3:</b> "+ str(level_3)+"</span>" | |
| st.write(md, unsafe_allow_html=True) | |
| # doc = extract_spatial_entities(params["model"][0],params["text"][0],params["type"][0]) | |
| doc = ent_span.sent | |
| geojson = disambiguate.dismabiguate_entities(doc, params["entity"][0], ase, level_1, level_2, level_3, False) | |
| # geojson = {'type': 'FeatureCollection', 'features': [{'type': 'Feature', 'id': '5 km_west_Burwood', 'properties': {'centroid': (151.10248047317933, -33.8858088)}, 'geometry': {'type': 'Polygon', 'coordinates': [[(102.67561479341096, 11.75), (102.67550060261095, 11.73546107473138), (102.67515805838582, 11.720925736725016), (102.67458724525322, 11.706397572358071), (102.67378830405275, 11.691880166237707), (102.6727614319112, 11.67737710031666), (102.67150688219388, 11.66289195300943), (102.6700249644422, 11.64842829830937), (102.66831604429717, 11.633989704906849), (102.66638054340928, 11.619579735308745), (102.66421893933438, 11.605201944959433), (102.66183176541595, 11.590859881363542), (102.65921961065345, 11.57655708321066), (102.65638311955696, 11.562297079502216), (102.65332299198822, 11.548083388680743), (102.65003998298792, 11.53391951776177), (102.64653490258941, 11.51980896146851), (102.64280861561882, 11.505755201369583), (102.63886204148172, 11.491761705020004), (102.63469615393619, 11.47783192510561), (102.63031198085268, 11.463969298591158), (102.62571060396029, 11.45017724587231), (102.6208931585799, 11.436459169931698), (102.6158608333441, 11.422818455499293), (102.61061486990383, 11.40925846821727), (102.60515656262204, 11.39578255380959), (102.59948725825443, 11.382394037256491), (102.593608355617, 11.36909622197409), (102.58752130524098, 11.355892388999331), (102.581227609015, 11.34278579618043), (102.57472881981444, 11.329779677373041), (102.56802654111826, 11.316877241642372), (102.56112242661344, 11.304081672471371), (102.55401817978695, 11.291396126975268), (102.54671555350538, 11.278823735122598), (102.5392163495825, 11.266367598962926), (102.53152241833465, 11.25403079186146), (102.52363565812425, 11.241816357740758), (102.51555801489137, 11.229727310329666), (102.50729148167359, 11.217766632419746), (102.49883809811432, 11.205937275129296), (102.49019994995945, 11.194242157175221), (102.48137916854276, 11.182684164152882), (102.4723779302601, 11.171266147824108), (102.46319845603232, 11.15999092541358), (102.45384301075734, 11.148861278913708), (102.44431390275128, 11.137879954398233), (102.43461348317895, 11.127049661344662), (102.42474414547374, 11.116373071965748), (102.41470832474705, 11.105852820550163), (102.40450849718748, 11.095491502812527), (102.39414717944983, 11.08529167525295), (102.38362692803425, 11.075255854526262), (102.37295033865534, 11.065386516821054), (102.36212004560177, 11.05568609724873), (102.35113872108629, 11.046156989242668), (102.34000907458642, 11.03680154396768), (102.32873385217589, 11.027622069739902), (102.31731583584713, 11.018620831457243), (102.30575784282478, 11.00980005004056), (102.29406272487071, 11.001161901885679), (102.28223336758026, 10.992708518326404), (102.27027268967034, 10.984441985108635), (102.25818364225924, 10.976364341875751), (102.24596920813855, 10.96847758166535), (102.23363240103707, 10.960783650417502), (102.2211762648774, 10.953284446494616), (102.20860387302473, 10.945981820213046), (102.19591832752863, 10.938877573386558), (102.18312275835763, 10.93197345888175), (102.17022032262696, 10.925271180185568), (102.15721420381958, 10.918772390984994), (102.14410761100066, 10.91247869475902), (102.13090377802591, 10.906391644383012), (102.11760596274351, 10.90051274174557), (102.1042174461904, 10.894843437377954), (102.09074153178273, 10.88938513009618), (102.0771815445007, 10.884139166655899), (102.0635408300683, 10.879106841420091), (102.04982275412769, 10.87428939603971), (102.03603070140885, 10.869688019147317), (102.0221680748944, 10.865303846063807), (102.00823829498, 10.86113795851829), (101.99424479863042, 10.857191384381178), (101.98019103853149, 10.85346509741059), (101.96608048223823, 10.849960017012075), (101.95191661131926, 10.846677008011776), (101.93770292049778, 10.843616880443037), (101.92344291678934, 10.840780389346547), (101.90914011863646, 10.83816823458404), (101.89479805504057, 10.835781060665619), (101.88042026469125, 10.833619456590728), (101.86601029509315, 10.831683955702825), (101.85157170169063, 10.829975035557796), (101.83710804699056, 10.828493117806113), (101.82262289968334, 10.827238568088807), (101.80811983376229, 10.82621169594725), (101.79360242764193, 10.825412754746779), (101.77907426327498, 10.824841941614176), (101.76453892526862, 10.824499397389044), (101.75, 10.824385206589042), (101.73546107473138, 10.824499397389044), (101.72092573672502, 10.824841941614176), (101.70639757235807, 10.825412754746779), (101.69188016623771, 10.82621169594725), (101.67737710031666, 10.827238568088807), (101.66289195300944, 10.828493117806113), (101.64842829830937, 10.829975035557796), (101.63398970490685, 10.831683955702825), (101.61957973530875, 10.833619456590727), (101.60520194495943, 10.835781060665619), (101.59085988136354, 10.83816823458404), (101.57655708321066, 10.840780389346547), (101.56229707950222, 10.843616880443037), (101.54808338868074, 10.846677008011774), (101.53391951776177, 10.849960017012075), (101.51980896146851, 10.85346509741059), (101.50575520136958, 10.857191384381178), (101.49176170502001, 10.861137958518288), (101.47783192510562, 10.865303846063807), (101.46396929859117, 10.869688019147315), (101.45017724587231, 10.874289396039709), (101.4364591699317, 10.879106841420091), (101.4228184554993, 10.884139166655897), (101.40925846821727, 10.88938513009618), (101.3957825538096, 10.894843437377952), (101.38239403725649, 10.90051274174557), (101.36909622197409, 10.906391644383012), (101.35589238899934, 10.912478694759018), (101.34278579618044, 10.918772390984994), (101.32977967737304, 10.925271180185566), (101.31687724164237, 10.931973458881748), (101.30408167247137, 10.938877573386556), (101.29139612697527, 10.945981820213046), (101.2788237351226, 10.953284446494614), (101.26636759896293, 10.9607836504175), (101.25403079186147, 10.968477581665349), (101.24181635774076, 10.97636434187575), (101.22972731032966, 10.984441985108633), (101.21776663241975, 10.992708518326403), (101.2059372751293, 11.001161901885677), (101.19424215717522, 11.009800050040559), (101.18268416415289, 11.018620831457241), (101.17126614782411, 11.0276220697399), (101.15999092541358, 11.036801543967679), (101.14886127891371, 11.046156989242666), (101.13787995439823, 11.055686097248728), (101.12704966134466, 11.065386516821052), (101.11637307196575, 11.075255854526258), (101.10585282055017, 11.085291675252948), (101.09549150281252, 11.095491502812525), (101.08529167525295, 11.105852820550162), (101.07525585452626, 11.116373071965747), (101.06538651682105, 11.12704966134466), (101.05568609724872, 11.137879954398231), (101.04615698924268, 11.148861278913705), (101.03680154396768, 11.159990925413576), (101.0276220697399, 11.171266147824106), (101.01862083145724, 11.18268416415288), (101.00980005004057, 11.19424215717522), (101.00116190188568, 11.205937275129292), (100.99270851832641, 11.217766632419742), (100.98444198510863, 11.229727310329665), (100.97636434187575, 11.241816357740756), (100.96847758166535, 11.254030791861458), (100.9607836504175, 11.266367598962923), (100.95328444649462, 11.278823735122597), (100.94598182021305, 11.291396126975267), (100.93887757338656, 11.30408167247137), (100.93197345888176, 11.31687724164237), (100.92527118018558, 11.32977967737304), (100.918772390985, 11.342785796180426), (100.91247869475902, 11.35589238899933), (100.906391644383, 11.369096221974086), (100.90051274174557, 11.382394037256487), (100.89484343737796, 11.395782553809589), (100.88938513009619, 11.409258468217269), (100.8841391666559, 11.42281845549929), (100.8791068414201, 11.436459169931695), (100.87428939603971, 11.450177245872306), (100.86968801914732, 11.463969298591156), (100.86530384606381, 11.477831925105608), (100.86113795851828, 11.491761705020002), (100.85719138438118, 11.50575520136958), (100.85346509741059, 11.519808961468506), (100.84996001701208, 11.533919517761767), (100.84667700801178, 11.54808338868074), 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(100.83816823458405, 11.909140118636454), (100.84078038934655, 11.923442916789336), (100.84361688044304, 11.937702920497783), (100.84667700801178, 11.951916611319254), (100.84996001701208, 11.966080482238226), (100.85346509741059, 11.980191038531489), (100.85719138438118, 11.994244798630415), (100.86113795851828, 12.008238294979993), (100.86530384606381, 12.022168074894386), (100.86968801914732, 12.036030701408839), (100.87428939603971, 12.049822754127687), (100.8791068414201, 12.0635408300683), (100.8841391666559, 12.077181544500705), (100.88938513009617, 12.090741531782726), (100.89484343737796, 12.104217446190406), (100.90051274174557, 12.117605962743507), (100.906391644383, 12.130903778025907), (100.91247869475902, 12.144107611000665), (100.918772390985, 12.157214203819569), (100.92527118018556, 12.170220322626955), (100.93197345888174, 12.183122758357625), (100.93887757338655, 12.195918327528625), (100.94598182021305, 12.208603873024728), (100.9532844464946, 12.221176264877398), 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(101.19424215717521, 12.490199949959438), (101.20593727512929, 12.49883809811432), (101.21776663241974, 12.507291481673594), (101.22972731032966, 12.515558014891363), (101.24181635774076, 12.523635658124247), (101.25403079186145, 12.531522418334648), (101.26636759896292, 12.539216349582496), (101.2788237351226, 12.546715553505383), (101.29139612697527, 12.554018179786953), (101.30408167247137, 12.56112242661344), (101.31687724164237, 12.568026541118249), (101.32977967737304, 12.57472881981443), (101.34278579618042, 12.581227609015004), (101.35589238899932, 12.587521305240978), (101.36909622197409, 12.593608355616986), (101.38239403725649, 12.599487258254428), (101.39578255380958, 12.605156562622046), (101.40925846821726, 12.610614869903818), (101.42281845549928, 12.615860833344101), (101.4364591699317, 12.620893158579907), (101.45017724587231, 12.62571060396029), (101.46396929859115, 12.630311980852683), (101.4778319251056, 12.634696153936192), (101.49176170502, 12.63886204148171), 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(151.2113478, -33.838632), (151.2114898, -33.8377578), (151.2115018, -33.8374066), (151.211507, -33.8373228), (151.2115611, -33.8370271), (151.2119245, -33.8350397), (151.212159, -33.83411), (151.2122514, -33.833793), (151.212264, -33.8337531), (151.2123866, -33.8333637), (151.2125407, -33.8329869), (151.2126673, -33.8327666), (151.2128179, -33.8325363), (151.2130952, -33.832178), (151.2133176, -33.8319122), (151.2137489, -33.8314999), (151.2138749, -33.8313609), (151.2139937, -33.8312298), (151.2143103, -33.8308346), (151.2144051, -33.8307679), (151.2144741, -33.8307194), (151.2146172, -33.8304566), (151.2144991, -33.8304481), (151.2145214, -33.830313), (151.2147011, -33.8303357), (151.2147901, -33.830168), (151.2148393, -33.8299377), (151.2146074, -33.8299036), (151.2146339, -33.829792), (151.2142287, -33.8297756), (151.2135337, -33.8296873), (151.2133885, -33.8296659), (151.2129537, -33.8295936), (151.2130718, -33.8290235), (151.2128048, -33.8289866), (151.2127826, -33.8290434), (151.2126303, -33.8290164), (151.2125959, -33.8291555), (151.2123938, -33.8291265), (151.2124337, -33.8289468), (151.2115194, -33.8288097), (151.2114934, -33.8289293), (151.211065, -33.8288685), (151.2108623, -33.8287951), (151.2104315, -33.8287273), (151.2105507, -33.8281507), (151.210086, -33.8280784), (151.2099892, -33.8285368), (151.2096007, -33.828478), (151.2095825, -33.828577), (151.2090456, -33.8284962), (151.2089404, -33.8289102), (151.208703, -33.82888), (151.206711, -33.828582), (151.206624, -33.828994), (151.206849, -33.829027), (151.2068372, -33.8290788), (151.206592, -33.830154), (151.206485, -33.830138), (151.206387, -33.830581), (151.206058, -33.830535), (151.205994, -33.830437), (151.205467, -33.830361), (151.2054, -33.830664), (151.204333, -33.830523), (151.20423, -33.830977), (151.203963, -33.830942), (151.2033096, -33.8311779), (151.2031916, -33.8312283), (151.2027721, -33.8314329), (151.2027269, -33.831455), (151.2034692, -33.8323475), (151.2035399, -33.8324305), (151.2039994, -33.8323376), (151.2040301, -33.8323314), (151.2041545, -33.8323017), (151.2043228, -33.8326756), (151.2044634, -33.8329795), (151.2045007, -33.8330603), (151.2045987, -33.8332703), (151.2046391, -33.8333585), (151.2046984, -33.8334944), (151.2047461, -33.8336291), (151.204599, -33.833664), (151.203255, -33.83393), (151.203391, -33.834402), (151.202339, -33.834608), (151.202575, -33.835413), (151.20262, -33.835503), (151.203386, -33.8354), (151.203395, -33.835492), (151.203504, -33.835868), (151.203025, -33.83593), (151.203338, -33.837064), (151.202282, -33.837191), (151.202293, -33.83723), (151.20213, -33.837264), (151.201951, -33.837525), (151.201821, -33.837651), (151.201871, -33.837824), (151.201463, -33.837971), (151.201591, -33.838509), (151.201834, -33.838532), (151.201812, -33.838604), (151.20157, -33.838573), (151.201528, -33.838728), (151.201754, -33.83877), (151.201732, -33.838858), (151.201504, -33.838816), (151.20148, -33.838903), (151.20173, -33.838951), (151.201654, -33.839216), (151.201574, -33.8392), (151.20155, -33.839289), (151.201623, -33.839303), (151.201587, -33.839389), (151.201559, -33.839414), (151.201546, -33.839466), (151.201568, -33.839471), (151.201515, -33.839703), (151.201482, -33.839697), (151.201461, -33.839778), (151.201498, -33.839784), (151.201477, -33.839865), (151.201501, -33.839869), (151.201492, -33.839909), (151.201479, -33.839906), (151.201469, -33.839948), (151.201259, -33.839909), (151.201219, -33.839908), (151.201222, -33.839926), (151.201187, -33.839922), (151.2007949, -33.8398408), (151.2007515, -33.8398285), (151.200711, -33.8398), (151.200548, -33.840423), (151.200542, -33.840448)]]}}]} | |
| draw_location(geojson) | |
| def view_polygon_menu_between(): | |
| global geojson | |
| # 初始 sidebar | |
| st.sidebar.markdown("## Deployment Method") | |
| st.sidebar.markdown("You can select the deployment method for the model.") | |
| deployment_options = ["API", "Local deployment"] | |
| use_local_model = st.sidebar.radio("Choose deployment method:", deployment_options, index=0) == "Local deployment" | |
| if use_local_model: | |
| local_model_path = st.sidebar.text_input("Enter local model path:", "") | |
| st.sidebar.markdown("## LLM Model") | |
| st.sidebar.markdown("You can **select** different *LLM model* powered by API.") | |
| models = ['Llama-3-8B', 'Mistral-7B-0.3', 'Gemma-2-10B', 'GPT-4o', 'Gemini Pro', 'Deepseek-R1', 'en_core_web_sm', | |
| 'en_core_web_md', 'en_core_web_lg', 'en_core_web_trf'] | |
| params = st.query_params | |
| if "model" in params: | |
| default_ix = models.index(params["model"]) | |
| else: | |
| default_ix = models.index('GPT-4o') | |
| model = st.sidebar.selectbox('LLM Model', models, index=default_ix) | |
| st.sidebar.markdown("## Spatial Entity Labels") | |
| st.sidebar.markdown("Please **Mark** the Spatial Entities you want to extract.") | |
| tpes = "" | |
| st.sidebar.markdown("### Absolute Spatial Entity:") | |
| if "g" in tpes: | |
| gpe = st.sidebar.checkbox('GPE', value=True) | |
| else: | |
| gpe = st.sidebar.checkbox('GPE') | |
| if "l" in tpes: | |
| loc = st.sidebar.checkbox('LOC', value=True) | |
| else: | |
| loc = st.sidebar.checkbox('LOC') | |
| # 初始 sidebar 结束 | |
| st.sidebar.markdown("## View") | |
| # st.sidebar.markdown("Select the **format** to view coordinates") | |
| view = st.sidebar.radio( | |
| "Select the format to view coordinates", | |
| ('Map', 'GEOJson'), horizontal=True) | |
| st.sidebar.markdown("## Compute") | |
| is_midmid = st.sidebar.radio( | |
| "Do you Want to compute polygons with mid or midmid point", | |
| ('midpoint', 'midmidpoint'), horizontal=True) | |
| midmid = False | |
| if is_midmid == "midmidpoint": | |
| midmid = True | |
| # params = st.experimental_get_query_params() | |
| params = st.query_params | |
| ase = None | |
| level_1 = None | |
| level_2 = None | |
| level_3 = None | |
| if "entity" in params: | |
| ase, level_1, level_2, level_3 = geoutil.get_ent(params["entity"]) | |
| # md = "<span><b>ASE:</b> " + str(ase) + " <b>Level 1:</b> " + str( | |
| # level_1) + " <b>Level 2:</b> " + str(level_2) + " <b>Level 3:</b> " + str( | |
| # level_3) + "</span>" | |
| # st.write(md, unsafe_allow_html=True) | |
| md1 = "<span><b>Input text:</b> I would like to know where is the area between <b>Burwood</b> and <b>Glebe</b> in Sydney.</span>" | |
| md2 = "<span><b>ASE:</b> Burwood / Glebe <b>Level 1:</b> " + str( | |
| level_1) + " <b>Level 2:</b> " + str(level_2) + " <b>Level 3:</b> " + str( | |
| level_3) + "</span>" | |
| st.write(md1, unsafe_allow_html=True) | |
| st.write(md2, unsafe_allow_html=True) | |
| if view == "Map": | |
| if "text" in params: | |
| # doc = extract_spatial_entities(params["model"][0], params["text"][0], params["type"][0]) | |
| doc = ent_span.sent | |
| geojson1 = disambiguate.dismabiguate_entities_between(doc, params["entity"][0], doc.ents[0].text, level_1, level_2, level_3, | |
| midmid) | |
| geojson2 = disambiguate.dismabiguate_entities_between(doc, params["entity"][0], doc.ents[1].text, level_1, level_2, level_3, | |
| midmid) | |
| geojson = disambiguate.dismabiguate_entities_between(doc, params["entity"][0], doc.ents[0].text, level_1, level_2, level_3, | |
| midmid) | |
| # geojson1['features'][0]['geometry']['coordinates'] | |
| # geojson2['features'][0]['geometry']['coordinates'] | |
| def convert(data): | |
| return [tuple(item) for item in data] | |
| mid_area = geo_level3.get_between_coordinates(convert(geojson1['features'][0]['geometry']['coordinates'][0]), | |
| convert(geojson2['features'][0]['geometry']['coordinates'][0]), | |
| geojson1['features'][0]['properties']['centroid'], | |
| geojson2['features'][0]['properties']['centroid']) | |
| geojson['features'][0]['geometry']['coordinates'] = mid_area[0] | |
| center_line = [geojson1['features'][0]['properties']['centroid'], geojson2['features'][0]['properties']['centroid']] # 中点连线 | |
| geojson['features'][0]['geometry']['coordinates'].append(geojson1['features'][0]['geometry']['coordinates'][0]) | |
| geojson['features'][0]['geometry']['coordinates'].append(geojson2['features'][0]['geometry']['coordinates'][0]) # 添加中点连线 | |
| geojson['features'][0]['geometry']['coordinates'].append(center_line) | |
| geojson['features'][0]['properties']['centroid'] = mid_area[1] | |
| draw_location(geojson) | |
| def set_geojson_menu(): | |
| global geojson | |
| st.sidebar.markdown("## Export") | |
| st.sidebar.markdown("Do you want to Export **GEOJson**?") | |
| export = st.sidebar.button("Export") | |
| if(export): | |
| params = st.query_params | |
| disambiguate.export(params["entity"][0],geojson) | |
| def set_map_menu(): | |
| types = "" | |
| params = st.query_params | |
| st.sidebar.markdown("## Deployment Method") | |
| st.sidebar.markdown("You can select the deployment method for the model.") | |
| deployment_options = ["API", "Local deployment"] | |
| use_local_model = st.sidebar.radio("Choose deployment method:", deployment_options, index=0) == "Local deployment" | |
| if use_local_model: | |
| local_model_path = st.sidebar.text_input("Enter local model path:", "") | |
| st.sidebar.markdown("## LLM Model") | |
| st.sidebar.markdown("You can **select** different *LLM model* powered by API.") | |
| models = ['Llama-3-8B', 'Mistral-7B-0.3', 'Gemma-2-10B', 'GPT-4o', 'Gemini Pro', 'Deepseek-R1', 'en_core_web_sm', | |
| 'en_core_web_md', 'en_core_web_lg', 'en_core_web_trf'] | |
| default_ix = models.index('GPT-4o') | |
| st.sidebar.selectbox('LLM Model', models, index=default_ix) | |
| st.sidebar.markdown("## Spatial Entity Labels") | |
| st.sidebar.markdown("Please **Mark** the Spatial Entities you want to extract.") | |
| tpes = "" | |
| if "type" in params: | |
| tpes = params['type'][0] | |
| st.sidebar.markdown("### Absolute Spatial Entity:") | |
| if "g" in tpes: | |
| st.sidebar.checkbox('GPE', value=True) | |
| else: | |
| st.sidebar.checkbox('GPE') | |
| if "l" in tpes: | |
| st.sidebar.checkbox('LOC', value=True) | |
| else: | |
| st.sidebar.checkbox('LOC') | |
| st.sidebar.markdown("### Relative Spatial Entity:") | |
| if "r" in tpes: | |
| st.sidebar.checkbox('RSE', value=True) | |
| else: | |
| st.sidebar.checkbox('RSE') | |
| def draw_location(geojson): | |
| #gj = json.load(geojson) | |
| centroid = geojson['features'][0]['properties']['centroid'] | |
| centroid = (centroid[0],centroid[1]) | |
| my_map = folium.Map(location=[centroid[1], centroid[0]], | |
| zoom_start =12) | |
| folium.GeoJson(geojson, | |
| smooth_factor=1, | |
| style_function = lambda x: { | |
| 'fillColor': 'green', | |
| 'color': 'blue', | |
| 'weight': 1.5, | |
| 'fillOpacity': 0.3 | |
| }, | |
| popup =True, | |
| name= geojson['features'][0]['id']).add_to(my_map) | |
| folium_static(my_map) | |
| def displayGeoJson(geojson): | |
| st.json(geojson) | |
| def create_span(doc, text, label="ENTITY"): | |
| for ent in doc.ents: | |
| if ent.text == text: | |
| return ent # 如果实体已经存在，直接返回 | |
| # 手动创建 Span | |
| start = doc.text.find(text) | |
| if start == -1: | |
| return None # 如果找不到该文本，就返回 None | |
| end = start + len(text) | |
| return Span(doc, doc.char_span(start, end, label=label).start, doc.char_span(start, end, label=label).end, label=label) | |
| set_header() | |
| nlp = spacy.load("en_core_web_md") | |
| doc = Doc(nlp.vocab).from_disk("saved_doc.spacy") | |
| params = st.query_params | |
| mode = params.get("mode", None) | |
| if mode == "geocombo": | |
| set_map_menu() | |
| text = params.get("text", "") | |
| st.markdown("### 🌍 Geographic Combo Mode") | |
| st.write("#### Processed sentence:") | |
| st.write(text) | |
| parsed_steps = st.query_params["combo"] | |
| parsed_steps = json.loads(parsed_steps) | |
| step_loc = llm_coding.execute_steps(parsed_steps) | |
| result = step_loc[0] | |
| coords_set = [] | |
| centriod_set = [] | |
| for i in step_loc[1]: | |
| coords_set.append(i[0]) | |
| centriod_set.append(i[1]) | |
| coords_set.append(centriod_set) | |
| coords = result[(max(result.keys()))] | |
| coords_set.append(coords[0]) | |
| print(coords_set, 'tyty') | |
| # print(type(coords[0]), 'tyty') | |
| # print(coords[0], 'tyty') | |
| # for i in coords_set: | |
| # coords[0].append(i) | |
| # coords[0] += coords_set | |
| geojson = llm_coding.get_geojson(None, coords[0], coords[1]) | |
| draw_location(geojson) | |
| else: | |
| ent_str = params["entity"] | |
| ent_span = create_span(doc, ent_str, label="ENTITY") | |
| if 'between' in ent_span.sent.text.lower() and len(ent_span.sent.ents) == 2: | |
| view_polygon_menu_between() | |
| else: | |
| view_polygon_menu() | |
| set_map_menu() | |
| set_geojson_menu() | |
| #displayGeoJson() | |