Example #1
0
        public LingvisticsResult ProcessText(LingvisticsTextInput input)
        {
//System.Diagnostics.Debugger.Break();
            if (input == null)
            {
                throw (new ArgumentNullException("input"));
            }
            if (input.Options == LingvisticsResultOptions.None)
            {
                return(null);
            }

            var rdfXml      = _LinguisticsKernelConroller.GetRDF_New(input.Text, input.AfterSpellChecking, input.BaseDate, (int)input.Mode);
            var coreference = _CoreferenceResolver?.Process(rdfXml);
            var result      = GetResultFromRDF(rdfXml, coreference, input.Options, input.GenerateAllSubthemes);

#if WITH_OM_TM
            if ((input.Options & LingvisticsResultOptions.OpinionMiningWithTonality) == LingvisticsResultOptions.OpinionMiningWithTonality)
            {
                DigestOutputResult opinionMiningWithTonalityResult = CreateOpinionMiningWithTonalityResult(rdfXml, coreference, input.ObjectAllocateMethod);
                return(new LingvisticsResult(input.Options, result.RDF, result.ThemeList, result.LinkList, opinionMiningWithTonalityResult));
            }
            else
            if ((input.Options & LingvisticsResultOptions.Tonality) == LingvisticsResultOptions.Tonality)
            {
                TonalityMarkingOutputResult tonalityResult = CreateTonalityResult(rdfXml, coreference, input.ObjectAllocateMethod, input.TonalityMarkingInput);
                return(new LingvisticsResult(input.Options, result.RDF, result.ThemeList, result.LinkList, tonalityResult));
            }
#endif
            return(result);
        }
Example #2
0
            public static LingvisticsResult ProcessText(LingvisticsTextInput input)
            {
                lock ( _SyncLock )
                {
                    #region [.create.]
                    var p = _LingvisticsWorkInProcessor;
                    if (p == null)
                    {
                        {
                            p = new LingvisticsWorkInProcessor(Config.USE_COREFERENCE_RESOLUTION,
                                                               Config.USE_GEONAMES_DICTIONARY,
                                                               Config.MAX_ENTITY_LENGTH);
                        }
                        {
                            GC.Collect(GC.MaxGeneration, GCCollectionMode.Forced);
                            GC.WaitForPendingFinalizers();
                            GC.Collect(GC.MaxGeneration, GCCollectionMode.Forced);
                        }

                        _LingvisticsWorkInProcessor = p;
                    }
                    #endregion

                    var result = _LingvisticsWorkInProcessor.ProcessText(input);
                    return(result);
                }
            }
Example #3
0
            public static LingvisticsTextInput CreateLingvisticsTextInput4TextDummy()
            {
                var ip = new LingvisticsTextInput()
                {
                    Text = TextDummy,
                    AfterSpellChecking = false,
                    BaseDate           = DateTime.Now,
                    Mode = SelectEntitiesMode.Full,
                    GenerateAllSubthemes = false,
                    Options = LingvisticsResultOptions.All,
                };

                return(ip);
            }
        private static string GetResultHtml(LocalParams lp)
        {
            var lingvisticsInput = new LingvisticsTextInput()
            {
                Text = lp.Text,
                AfterSpellChecking = false,
                BaseDate           = DateTime.Now,
                Mode = SelectEntitiesMode.Full,
                GenerateAllSubthemes = false,
            };

            #region [.result.]
            switch (lp.ProcessType)
            {
            case ProcessTypeEnum.Digest:
                #region [.code.]
            {
                lingvisticsInput.Options = LingvisticsResultOptions.OpinionMiningWithTonality;

                var lingvisticResult = _LingvisticsServer.Value.ProcessText(lingvisticsInput);

                var html = ConvertToHtml(lp.Context, lingvisticResult.OpinionMiningWithTonalityResult);
                return(html);
            }
                #endregion

            case ProcessTypeEnum.TonalityMarking:
                #region [.code.]
            {
                lingvisticsInput.TonalityMarkingInput = new TonalityMarkingInputParams4InProcess();
                if (!lp.InquiryText.IsNullOrWhiteSpace())
                {
                    lingvisticsInput.TonalityMarkingInput.InquiriesSynonyms = lp.InquiryText.ToTextList();
                }
                lingvisticsInput.ObjectAllocateMethod = lp.ObjectAllocateMethod.GetValueOrDefault(ObjectAllocateMethod.FirstVerbEntityWithRoleObj);
                lingvisticsInput.Options = LingvisticsResultOptions.Tonality;

                var lingvisticResult = _LingvisticsServer.Value.ProcessText(lingvisticsInput);

                var html = ConvertToHtml(lp.Context, lingvisticResult.TonalityResult, lp.OutputType);
                return(html);
            }
                #endregion

            default:
                throw (new ArgumentException(lp.ProcessType.ToString()));
            }
            #endregion
        }
        public LingvisticsResult ProcessText(LingvisticsTextInput input)
        {
            _Semaphore.WaitOne();
            var worker = default(LingvisticsWorkInProcessor);
            var result = default(LingvisticsResult);

            try
            {
                worker = Pop(_Stack);
                result = worker.ProcessText(input);
            }
            finally
            {
                if (worker != null)
                {
                    _Stack.Push(worker);
                }
                _Semaphore.Release();
            }
            return(result);
        }
Example #6
0
        public LingvisticsResult ProcessText(string text,
                                             bool afterSpellChecking,
                                             DateTime baseDate,
                                             LingvisticsResultOptions options = LingvisticsResultOptions.All,
                                             SelectEntitiesMode mode          = SelectEntitiesMode.Full,
                                             bool generateAllSubthemes        = false)
        {
            var input = new LingvisticsTextInput()
            {
                Text = text,
                AfterSpellChecking = afterSpellChecking,
                BaseDate           = baseDate,
                Options            = options,
                Mode = mode,
                GenerateAllSubthemes = generateAllSubthemes,
#if WITH_OM_TM
                ObjectAllocateMethod = ObjectAllocateMethod.FirstEntityWithTypePronoun,
#endif
            };

            return(ProcessText(input));
        }
Example #7
0
 public LingvisticsResult ProcessText(LingvisticsTextInput input)
 {
     return(CallLinguisticFunction(f => f.ProcessText(input)));
 }
Example #8
0
        private static string GetResultHtml(LocalParams lp)
        {
            var lingvisticsInput = new LingvisticsTextInput()
            {
                Text = lp.Text,
                AfterSpellChecking = false,
                BaseDate           = DateTime.Now,
                Mode = SelectEntitiesMode.Full,
                GenerateAllSubthemes = false,
            };

            if (lingvisticsInput.Text.IsNullOrWhiteSpace())
            {
                return("<div style='text-align: center; border: 1px silver solid; border-radius: 2px; background: lightgray; color: darkgray; padding: 15px;'>[INPUT TEXT IS EMPTY]</div>");
            }

            try
            {
                var html = default(string);

                #region [.result.]
                switch (lp.ProcessType)
                {
                case ProcessTypeEnum.Digest:
                    #region [.code.]
                {
                    lingvisticsInput.Options = LingvisticsResultOptions.OpinionMiningWithTonality;

                    var lingvisticResult = LingvisticsWorkInProcessorHelper.ProcessText(lingvisticsInput);

                    html = ConvertToHtml(lp.Context, lingvisticResult.OpinionMiningWithTonalityResult);
                }
                    #endregion
                    break;

                case ProcessTypeEnum.TonalityMarking:
                    #region [.code.]
                {
                    lingvisticsInput.TonalityMarkingInput = new TonalityMarkingInputParams4InProcess();
                    if (!lp.InquiryText.IsNullOrWhiteSpace())
                    {
                        lingvisticsInput.TonalityMarkingInput.InquiriesSynonyms = lp.InquiryText.ToTextList();
                    }
                    lingvisticsInput.ObjectAllocateMethod = lp.ObjectAllocateMethod.GetValueOrDefault(ObjectAllocateMethod.FirstVerbEntityWithRoleObj);
                    lingvisticsInput.Options = LingvisticsResultOptions.Tonality;

                    var lingvisticResult = LingvisticsWorkInProcessorHelper.ProcessText(lingvisticsInput);

                    html = ConvertToHtml(lp.Context, lingvisticResult.TonalityResult, lp.OutputType);
                }
                    #endregion
                    break;

                default:
                    throw (new ArgumentException(lp.ProcessType.ToString()));
                }
                #endregion

                if (!lp.IsTextDummy)
                {
                    Log.Info(ref lp);
                }

                return(html);
            }
            catch (Exception ex)
            {
                Log.Error(ref lp, ex);
                throw;
            }
        }
        private static string GetResultHtml(LocalParams lp)
        {
            var lingvisticsInput = new LingvisticsTextInput()
            {
                Text = lp.Text,
                AfterSpellChecking = false,
                BaseDate           = DateTime.Now,
                Mode = SelectEntitiesMode.Full,
                GenerateAllSubthemes = false,
            };

            try
            {
                var html = default(string);

                #region [.result.]
                switch (lp.ProcessType)
                {
                case ProcessTypeEnum.Digest:
                    #region [.code.]
                {
                    lingvisticsInput.Options = LingvisticsResultOptions.OpinionMiningWithTonality;

                    var lingvisticResult = ConcurrentFactoryHelper.ProcessText(lingvisticsInput);

                    html = ConvertToHtml(lp.Context, lingvisticResult.OpinionMiningWithTonalityResult);
                }
                break;
                    #endregion

                case ProcessTypeEnum.TonalityMarking:
                    #region [.code.]
                {
                    lingvisticsInput.TonalityMarkingInput = new TonalityMarkingInputParams4InProcess();
                    if (!lp.InquiryText.IsNullOrWhiteSpace())
                    {
                        lingvisticsInput.TonalityMarkingInput.InquiriesSynonyms = lp.InquiryText.ToTextList();
                    }
                    lingvisticsInput.ObjectAllocateMethod = lp.ObjectAllocateMethod.GetValueOrDefault(ObjectAllocateMethod.FirstVerbEntityWithRoleObj);
                    lingvisticsInput.Options = LingvisticsResultOptions.Tonality;

                    var lingvisticResult = ConcurrentFactoryHelper.ProcessText(lingvisticsInput);

                    html = ConvertToHtml(lp.Context, lingvisticResult.TonalityResult, lp.OutputType);
                }
                break;
                    #endregion

                default:
                    throw (new ArgumentException(lp.ProcessType.ToString()));
                }
                #endregion


                if (!lp.TextIsDummy)
                {
                    LogManager.GetLogger(string.Empty)?.Info($"'{lp.ProcessType}', TEXT: '{lp.Text}'");
                }

                return(html);
            }
            catch (Exception ex)
            {
                LogManager.GetLogger(string.Empty)?.Error($"'{lp.ProcessType}', TEXT: '{lp.Text}'", ex);
                throw;
            }
        }
 public static LingvisticsResult ProcessText(LingvisticsTextInput input)
 {
     return(GetConcurrentFactory().ProcessText(input));
 }
Example #11
0
        public LingvisticsResult ProcessText(LingvisticsTextInput input)
        {
            int maxTextSize = Math.Min(input.Text.Length, Config.Default.ProcessorMaxTextSize);

            //цикл на 2 повтора с уменьшением размера блока, если ни один блок за первый раз не обработан
            for (int i = 0; i < 2 && 0 < maxTextSize; ++i)
            {
                var blockList = (input.Text.Length <= maxTextSize) ?
                                //обработка всего документа за раз
                                new[] { input.Text } :
                //итерационная обработка документа по частям
                TextSplitter.Split(input.Text, maxTextSize);

                Logger.DebugFormat("DocSize={0}, PartCount={1}, i={2}", input.Text.Length, blockList.Length, i);

                var rcList = blockList.Select(t =>
                {
                    LingvisticsResult result = null;
                    try
                    {
                        //Повтор в случае ошибки [maxRepeatTimes] раз
                        for (int maxRepeatTimes = 1; true; --maxRepeatTimes)
                        {
                            var sw                  = Stopwatch.StartNew();
                            var poolItem            = _ProcessorPool.GetItem(ProcessingType.Heavy);
                            var totalSecondsGetItem = sw.Elapsed.TotalSeconds;

                            if (Logger.IsDebugEnabled)
                            {
                                Logger.DebugFormat("LoadStatus: {0}", _ProcessorPool.GetLoadingStatus());
                            }
                            try
                            {
                                var lti = new LingvisticsTextInput(input, t);
                                result  = poolItem.ProcessText(lti);
                                break;
                            }
                            catch (System.TimeoutException)
                            {
                                throw;
                            }
                            catch (ApplicationException)
                            {
                                throw;
                            }
                            catch (Exception ex)
                            {
                                Logger.ErrorFormat("Proc({0})\n{1}", poolItem.ProcessID, ex.ToString());
                                if (0 < maxRepeatTimes)
                                {
                                    continue;
                                }
                                throw;
                            }
                            finally
                            {
                                if (poolItem.Busy && !poolItem.Closed)
                                {
                                    _ProcessorPool.FreeItem(poolItem);
                                }
                                sw.Stop();
                                Logger.DebugFormat("Proc({0}) dT={1:F3}c, dT(GetItem)={2:F3}c, dT(Fun)={3:F3}c",
                                                   poolItem.ProcessID, sw.Elapsed.TotalSeconds, totalSecondsGetItem, sw.Elapsed.TotalSeconds - totalSecondsGetItem);
                            }
                        }//Повтор в случае ошибки [maxRepeatTimes] раз
                    }
                    catch (Exception ex)
                    {
                        Logger.ErrorFormat("TextPart={0}\n{1}", t, ex.Message);
                        throw;
                    }
                    return(new Tuple <LingvisticsResult, string>(result, t));
                }
                                              ).ToArray();

                if (rcList.Any(t => t.Item1 != null))
                {
                    //объединение частичных результатов
                    if (1 < blockList.Length)
                    {
                        var rdfIsEmpty = default(bool);
                        var rdf        = RDFUnifier.Union(rcList.Select(t => new Tuple <string, int>(((t.Item1 == null) ? null : t.Item1.RDF), t.Item2.Length)), out rdfIsEmpty);
                        var semNet     = SemnetUnifier.Union(rcList.Where(t => t.Item1 != null)
                                                             .Select(t => new Tuple <ThemeItem[], LinkItem[]>(t.Item1.ThemeList, t.Item1.LinkList))
                                                             );
#if WITH_OM_TM
                        if ((input.Options & LingvisticsResultOptions.OpinionMiningWithTonality) == LingvisticsResultOptions.OpinionMiningWithTonality)
                        {
                            var opinionMiningWithTonalityResult = TonalityResultUnifier.Union(
                                rcList.Select(t => new Tuple <DigestOutputResult, int>(
                                                  (t.Item1 == null) ? null : t.Item1.OpinionMiningWithTonalityResult, t.Item2.Length)
                                              )
                                );
                            return(new LingvisticsResult(input.Options, rdf, semNet.Item1, semNet.Item2, opinionMiningWithTonalityResult));
                        }
                        else
                        if ((input.Options & LingvisticsResultOptions.Tonality) == LingvisticsResultOptions.Tonality)
                        {
                            var tonalityResult = TonalityResultUnifier.Union(rdf, rdfIsEmpty,
                                                                             rcList.Select(t => (t.Item1 == null) ? null : t.Item1.TonalityResult)
                                                                             );
                            return(new LingvisticsResult(input.Options, rdf, semNet.Item1, semNet.Item2, tonalityResult));
                        }
#endif
                        return(new LingvisticsResult(input.Options, rdf, semNet.Item1, semNet.Item2));
                    }
                    else
                    {
                        return(rcList.First().Item1);
                    }
                }
                maxTextSize = maxTextSize >> 1;
            }
            return(null);
        }