From 72fee5f119404429b7cc07a24ab140a58e2ae8a7 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Wed, 27 Dec 2023 12:07:36 +0530 Subject: [PATCH 01/26] added dob plugin --- dialogy/plugins/text/dob_plugin/__init__.py | 124 ++++++++++++++++++++ 1 file changed, 124 insertions(+) create mode 100644 dialogy/plugins/text/dob_plugin/__init__.py diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py new file mode 100644 index 00000000..61e5e068 --- /dev/null +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -0,0 +1,124 @@ +import json +import traceback +from typing import Any, List, Optional, Union, Dict + +import pandas as pd +from loguru import logger +from tqdm import tqdm + +import dialogy.constants as const +from dialogy.base import Guard, Input, Output, Plugin +from dialogy.utils import normalize + +def _transform_invalid_date(transcript): + """ + input: transcripts that are responses for when the user is asked their + dob for authentication and are not recognised as dates by duckling + output: trasnformed transcript recognised by duckling as date (closest valid date) + """ + return transcript +import pdb +def get_best_transcript_from_utterances(utterances, func_transcript): + """ + input: utterances = [ + [{'transcript': '102998', 'confidence': None}, + {'transcript': '10 29 98', 'confidence': None}, + {'transcript': '1029 niniety eight', 'confidence': None}] + ] + description: access each transcript, confidence score pair, get + the result of ; + get a dictionary containing all results; + order this dictionary in decreasing order of confidence score + output: + best_transcript, + """ + result_dict = {} + for utterance_set in utterances: + for utterance in utterance_set: + transcript = utterance.get('transcript') + confidence = utterance.get('confidence') + confidence = 0 if confidence is None else confidence # Ensure confidence is not None + result = func_transcript(transcript) + if result in result_dict: + result_dict[result] += confidence + else: + result_dict[result] = confidence + + # Sort the result_dict based on confidence in descending order + sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True)} + # Get the best transcript from the sorted result + best_transcript = next(iter(sorted_result.keys()), []) + + return best_transcript + + +def get_dob(utterances) -> str: + try: + print("UTTERS:", utterances) + transcripts = normalize(utterances) + invalid_transcript = len(transcripts) == 1 and any( + token.lower() in transcripts for token in const.INVALID_TOKENS + ) + if invalid_transcript or not transcripts: + return [] + else: + # best_transcript = _format_date(utterances) + best_transcript = get_best_transcript_from_utterances(utterances=utterances, func_transcript=_transform_invalid_date) + print("dob output:",best_transcript) + return best_transcript + except TypeError as type_error: + raise TypeError("`transcript` is expected in the ASR output.") from type_error + + +class DOBPlugin(Plugin): + + def __init__( + self, + input_column: str = const.ALTERNATIVES, + output_column: Optional[str] = None, + use_transform: bool = False, + dest: Optional[str] = None, + guards: Optional[List[Guard]] = None, + debug: bool = False, + **kwargs: Any + ) -> None: + super().__init__( + dest=dest, + guards=guards, + input_column=input_column, + output_column=output_column, + use_transform=use_transform, + debug=debug, + **kwargs + ) + + async def utility(self, input: Input, _: Output) -> Any: + return input.best_transcript + # return get_dob(input.utterances) + + async def transform(self, training_data: pd.DataFrame) -> pd.DataFrame: + if not self.use_transform: + return training_data + + training_data["use"] = True + logger.debug(f"Transforming dataset via {self.__class__.__name__}") + for i, row in tqdm(training_data.iterrows(), total=len(training_data)): + asr_output = None + try: + asr_output = json.loads(row[self.input_column]) + if asr_output and (dob := get_dob(asr_output)): + training_data.loc[i, self.output_column] = dob[0] + else: + training_data.loc[i, "use"] = False + except Exception as error: # pylint: disable=broad-except + training_data.loc[i, "use"] = False + logger.error(f"{error} -- {asr_output}\n{traceback.format_exc()}") + + training_data_ = training_data[training_data.use].copy() + training_data_.drop("use", axis=1, inplace=True) + discarded_data = len(training_data) - len(training_data_) + if discarded_data: + logger.debug( + f"Discarding {discarded_data} samples because the alternatives couldn't be parsed." + ) + return training_data_ From 6dcfffc1bec0e84748763483e0d5e69c82f81078 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Wed, 27 Dec 2023 12:08:27 +0530 Subject: [PATCH 02/26] added tests for dob plugin --- tests/plugin/text/test_dob_plugin/__init__.py | 0 .../plugin/text/test_dob_plugin/ref_cases.txt | 943 ++++++++++++++++++ .../text/test_dob_plugin/test_cases.yaml | 565 +++++++++++ .../text/test_dob_plugin/test_dob_plugin.py | 127 +++ 4 files changed, 1635 insertions(+) create mode 100644 tests/plugin/text/test_dob_plugin/__init__.py create mode 100644 tests/plugin/text/test_dob_plugin/ref_cases.txt create mode 100644 tests/plugin/text/test_dob_plugin/test_cases.yaml create mode 100644 tests/plugin/text/test_dob_plugin/test_dob_plugin.py diff --git a/tests/plugin/text/test_dob_plugin/__init__.py b/tests/plugin/text/test_dob_plugin/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/plugin/text/test_dob_plugin/ref_cases.txt b/tests/plugin/text/test_dob_plugin/ref_cases.txt new file mode 100644 index 00000000..f2f3a9f5 --- /dev/null +++ b/tests/plugin/text/test_dob_plugin/ref_cases.txt @@ -0,0 +1,943 @@ +"alternatives": [ + { + "confidence": 0.7701089, + "transcript": "1029 nineteen eighty" + }, + { + "confidence": 0.546607, + "transcript": "on 29th 1980" + }, + { + "confidence": 0.75764203, + "transcript": "1029. 1980" + }, + { + "confidence": 0.81450343, + "transcript": "1029 1980" + }, + { + "confidence": 0.58050084, + "transcript": "on 29th nineteen eighty" + }, + { + "confidence": 0.6680023, + "transcript": "1029 and 1980" + }, + { + "confidence": 0.6680023, + "transcript": "1029 or 1980" + }, + { + "confidence": 0.6804691, + "transcript": "1029 nineteen eighty." + }, + { + "confidence": 0.5908294, + "transcript": "1029 nineteen eighty-nine" + } +] + +"alternatives": [ + { + "confidence": 0.91203564, + "transcript": "1029 nineteen eighty" + }, + { + "confidence": 0.9128386, + "transcript": "1029 1980" + }, + { + "confidence": 0.8231988, + "transcript": "1029. 1980" + }, + { + "confidence": 0.9128386, + "transcript": "1029 $90" + } + ] + +"alternatives": [ + { + "confidence": 0.6564267, + "transcript": "6 to 4:59" + }, + { + "confidence": 0.65825063, + "transcript": "6459" + }, + { + "confidence": 0.7236573, + "transcript": "6:59" + }, + { + "confidence": 0.7435373, + "transcript": "6th 4:59" + }, + { + "confidence": 0.42740962, + "transcript": "6 for 59" + }, + { + "confidence": 0.62294835, + "transcript": "6 or 4:59" + }, + { + "confidence": 0.5137664, + "transcript": "6 459" + }, + { + "confidence": 0.44438317, + "transcript": "6 4:50 9" + }, + { + "confidence": 0.37032515, + "transcript": "64 59" + }, + { + "confidence": 0.44438317, + "transcript": "6 for fifty-nine" + } + ], + "areSlotsFilled": true, + "areSlotsReused": false, + "asr_provider": "", + "asr_references": [ + { + "config": { + "encoding": 1, + "max_alternatives": 10, + "model": "phone_call", + "sample_rate_hertz": 8000 + }, + "default": true, + "provider": 1 + }, + { + "config": { + "encoding": 1, + "max_alternatives": 10, + "model": "latest_short", + "sample_rate_hertz": 8000 + }, + "provider": 1 + } + ] + +"alternatives": [ + { + "confidence": 0.9128386, + "transcript": "1576" + } + ] + +"alternatives": [ + { + "confidence": 0.6454812, + "transcript": "7 2763" + }, + 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0.91283864, + "transcript": "December 19th" + }, + { + "confidence": 0.55427957, + "transcript": "December nineteenth" + } + ] \ No newline at end of file diff --git a/tests/plugin/text/test_dob_plugin/test_cases.yaml b/tests/plugin/text/test_dob_plugin/test_cases.yaml new file mode 100644 index 00000000..e1689e25 --- /dev/null +++ b/tests/plugin/text/test_dob_plugin/test_cases.yaml @@ -0,0 +1,565 @@ +- utterances: + - + - confidence: 0.6564267 + transcript: "6 to 4:59" + - confidence: 0.65825063 + transcript: "6459" + - confidence: 0.7236573 + transcript: "6:59" + - confidence: 0.7435373 + transcript: "6th 4:59" + - confidence: 0.42740962 + transcript: "6 for 59" + - confidence: 0.62294835 + transcript: "6 or 4:59" + - confidence: 0.5137664 + transcript: "6 459" + - confidence: 0.44438317 + transcript: "6 4:50 9" + - confidence: 0.37032515 + transcript: "64 59" + - confidence: 0.44438317 + transcript: "6 for fifty-nine" + expected: "6 to 4:59" + description: "call 1, id: I266498697, error_category: " + +- utterances: + - + - confidence: 0.6564267 + transcript: "6 to 4:59" + - confidence: 0.65825063 + transcript: "6459" + - confidence: 0.7236573 + transcript: "6:59" + - confidence: 0.7435373 + transcript: "6th 4:59" + - confidence: 0.42740962 + transcript: "6 for 59" + - confidence: 0.62294835 + transcript: "6 or 4:59" + - confidence: 0.5137664 + transcript: "6 459" + - confidence: 0.44438317 + transcript: "6 4:50 9" + - confidence: 0.37032515 + transcript: "64 59" + - confidence: 0.44438317 + transcript: "6 for fifty-nine" + expected: "6:59" + description: "call 2, id: I275609977, error_category: " + +- utterances: + - + - confidence: 0.9128386 + transcript: "1576" + expected: "1576" + description: "call 3, id: O10830309453, error_category: " + +- utterances: + - + - confidence: 0.6454812 + transcript: "7 2763" + - confidence: 0.39310354 + transcript: "7th 2763" + - confidence: 0.36840641 + transcript: "7:20 763" + - confidence: 0.36022073 + transcript: "7:27 63" + - confidence: 0.37189767 + transcript: "7:27. 6 to 3" + - confidence: 0.36332303 + transcript: "7:27. 63" + - confidence: 0.36600232 + transcript: "7:27 to 6:33" + - confidence: 0.37127718 + transcript: "7:27 to 6 to 3" + - confidence: 0.36204123 + transcript: "7:20 seven sixty-three" + - confidence: 0.3695277 + transcript: "727 63" + expected: "July 27th 1960" + description: "call 4, id: O10830646109, error_category:" + +- utterances: + - + - confidence: 0.9122844 + transcript: "July 27th 1960" + - confidence: 0.5956998 + transcript: "July 27th nineteen 6" + - confidence: 0.7403251 + transcript: "July 27th nineteen sixty" + - confidence: 0.5970477 + transcript: "July twenty seventh nineteen sixty" + - confidence: 0.5873656 + transcript: "July twenty seventh nineteen 6" + - confidence: 0.7395463 + transcript: "July the 27th 1960" + - confidence: 0.59013546 + transcript: "July twenty-seventh nineteen sixty" + expected: "July 27th 1960" + description: "call 4, id: O10830646109, error_category:" + +- utterances: + - + - confidence: 0.54951096 + transcript: "1212 72" + - confidence: 0.5891804 + transcript: "12:12 is 72" + - confidence: 0.5092191 + transcript: "12:12 to 72" + - confidence: 0.47724038 + transcript: "12 12:00 is 72" + - confidence: 0.62284434 + transcript: "12:12 72" + - confidence: 0.48582697 + transcript: "12 12:00 72" + - confidence: 0.5595205 + transcript: "1212 is 72" + - confidence: 0.5399843 + transcript: "12:12 is seventy-two" + - confidence: 0.5087993 + transcript: "12 1272" + - confidence: 0.5312013 + transcript: "1212 and 72" + expected: "December 12th 1972" + description: "call 5, id: O10854145401, error_category:" + +- utterances: + - + - confidence: 0.9128385 + transcript: "December 12th 1972" + - confidence: 0.6221639 + transcript: "December 12th nineteen seventy two" + - confidence: 0.5165949 + transcript: "December 12th nineteen seventy-two" + - confidence: 0.5337697 + transcript: "December twelfth nineteen seventy two" + - confidence: 0.4189055 + transcript: "December twelfth nineteen seventy-two" + - confidence: 0.7045402 + transcript: "December twelfth 1972" + expected: "December 12th 1972" + description: "call 5, id: O10854145401, error_category:" + +- utterances: + - + - confidence: 0.7422427 + transcript: "1212 72" + - confidence: 0.6226069 + transcript: "12:12 to 72" + - confidence: 0.39931288 + transcript: "12 to 12:32" + - confidence: 0.5041511 + transcript: "1212 to 72" + - confidence: 0.47186333 + transcript: "1212. 72" + - confidence: 0.5665432 + transcript: "1212 $72" + - confidence: 0.41034815 + transcript: "12 12:00 72" + - confidence: 0.46337035 + transcript: "12 1272" + - confidence: 0.5801449 + transcript: "12:12. 72" + - confidence: 0.68844926 + transcript: "12:12 72" + expected: "December 12th 1972" + description: "call 5, id: O10854145401, error_category:" + +- utterances: + - + - confidence: 0.86378163 + transcript: "4:45" + - confidence: 0.751487 + transcript: "4th 85" + - confidence: 0.56624573 + transcript: "4 for the 85" + - confidence: 0.56624573 + transcript: "4 for a 85" + - confidence: 0.375 + transcript: "485" + - confidence: 0.5542795 + transcript: "on 4th 85" + - confidence: 0.56624573 + transcript: "4 for an 85" + - confidence: 0.6426135 + transcript: "4 for 85" + - confidence: 0.5617315 + transcript: "4 or 4:35" + - confidence: 0.375 + transcript: "on 485" + expected: "485" + description: "call 6, id: O10854283846, error_category:" + +- utterances: + - + - confidence: 0.9128386 + transcript: "61257" + - confidence: 0.9128386 + transcript: "6125 seven" + - confidence: 0.375 + transcript: "6125 7" + - confidence: 0.375 + transcript: "612 57" + - confidence: 0.375 + transcript: "6 1 2 5 7" + expected: "61257" + description: "call 7, id: O10945174938, error_category:" + +- utterances: + - + - confidence: 0.6770064 + transcript: "3 to 76" + - confidence: 0.6036487 + transcript: "3 to 7 to 6" + - confidence: 0.5948184 + transcript: "3 to 7:36" + - confidence: 0.375 + transcript: "3276" + - confidence: 0.54370093 + transcript: "3 276" + - confidence: 0.55042934 + transcript: "3 to 7. 6" + - confidence: 0.6471291 + transcript: "3 to Seventy-Six" + - confidence: 0.5608109 + transcript: "3 to 270 6" + - confidence: 0.6479101 + transcript: "3 to 76." + - confidence: 0.5608109 + transcript: "3 to 70 6" + expected: "3276" + description: "call 7, id: O10945174938, error_category:" + +- utterances: + - + - confidence: 0.47632036 + transcript: "7:29 1990" + - confidence: 0.44110787 + transcript: "729-9090" + - confidence: 0.4213582 + transcript: "79 nineteen ninety" + - confidence: 0.39615512 + transcript: "7th 2019 9th" + - confidence: 0.43880254 + transcript: "7th 2990" + - confidence: 0.40152285 + transcript: "7:20 9 99 cent" + - confidence: 0.39879423 + transcript: "7 29 99 cent" + - confidence: 0.46817553 + transcript: "7:29 99th" + - confidence: 0.42997542 + transcript: "7:29 99 cent" + - confidence: 0.3934703 + transcript: "7th 29 99 cent" + expected: "729 1990" + description: "call 8, id: O10949637986, error_category:" + +- utterances: + - + - confidence: 0.013324062 + transcript: "5290" + - confidence: 0.14356692 + transcript: "5:29" + expected: "5290" + description: "call 8, id: O10949637986, error_category:" + +- utterances: + - + - confidence: 0.5503342 + transcript: "6th 1278" + - confidence: 0.41715455 + transcript: "6 2078" + - confidence: 0.43887377 + transcript: "6th 2070 8" + - confidence: 0.46879363 + transcript: "6th 2078" + - confidence: 0.38831332 + transcript: "6 to oh seventy-eight" + - confidence: 0.46021625 + transcript: "6 1278" + - confidence: 0.4284574 + transcript: "6th 2070 a" + - confidence: 0.39916015 + transcript: "6 12:00 78" + - confidence: 0.375 + transcript: "6:07" + - confidence: 0.4391328 + transcript: "6th 2070 8th" + expected: "62078" + description: "call 9, id: O10951948585, error_category:" + +- utterances: + - + - confidence: 0.71429694 + transcript: "1116 48" + - confidence: 0.4608461 + transcript: "11 1648" + - confidence: 0.54803085 + transcript: "1116 48th" + - confidence: 0.7184105 + transcript: "11:16 48" + - confidence: 0.54803085 + transcript: "1116 Forty-Eight" + - confidence: 0.5521444 + transcript: "11:16 48th" + - confidence: 0.5521444 + transcript: "11:16 Forty-Eight" + - confidence: 0.49309626 + transcript: "11:16 forty eight" + - confidence: 0.54803085 + transcript: "1116 488" + expected: "1116 48" + description: "call 10, id: O10957594915, error_category:" + +- utterances: + - + - confidence: 0.661171 + transcript: "8469" + - confidence: 0.3945848 + transcript: "8 for 69" + - confidence: 0.5182074 + transcript: "84 69" + - confidence: 0.46069714 + transcript: "8 469" + - confidence: 0.46590602 + transcript: "84 or 69" + - confidence: 0.40705696 + transcript: "May 8th for 69" + - confidence: 0.5525972 + transcript: "8 for sixty nine" + - confidence: 0.46697605 + transcript: "8 for 6:39" + - confidence: 0.36379066 + transcript: "08 for 69" + - confidence: 0.39472976 + transcript: "8 for 60 9" + expected: "8469" + description: "call 11, id: O10962323127, error_category:" + +- utterances: + - + - confidence: 0.60194904 + transcript: "10:26 to 6" + - confidence: 0.90481335 + transcript: "1026" + - confidence: 0.90481335 + transcript: "10:26" + - confidence: 0.63990664 + transcript: "1026 T6" + - confidence: 0.6439193 + transcript: "10:20 66" + - confidence: 0.4198199 + transcript: "10th 2066" + - confidence: 0.90481335 + transcript: "1026 6" + - confidence: 0.6439193 + transcript: "1020 $66" + - confidence: 0.57677674 + transcript: "10:26 to 6." + - confidence: 0.6439193 + transcript: "1020 66" + expected: "1026" + description: "call 12, id: O10964558225, error_category:" + +- utterances: + - + - confidence: 0.46652526 + transcript: "1026 T6" + - confidence: 0.54813075 + transcript: "10:20 66" + - confidence: 0.4576525 + transcript: "10 2066" + - confidence: 0.54542094 + transcript: "1020 66" + - confidence: 0.5505544 + transcript: "10:20 sixty-six" + - confidence: 0.54892546 + transcript: "1020 66th" + - confidence: 0.37233654 + transcript: "n 2066" + - confidence: 0.54892546 + transcript: "1020 sixty-six" + - confidence: 0.5505544 + transcript: "10:20 66th" + - confidence: 0.4904205 + transcript: "10:20 sixty six" + expected: "1020" + description: "call 12, id: O10964558225, error_category:" + +- utterances: + - + - confidence: 0.8917927 + transcript: "October 20th 1960" + - confidence: 0.5253096 + transcript: "October 20th nineteen 6" + - confidence: 0.64947116 + transcript: "October 20th nineteen sixty" + - confidence: 0.4186621 + transcript: "October twentieth nineteen 6" + - confidence: 0.3 + transcript: "October twentieth nineteen sixty" + - confidence: 0.52991045 + transcript: "October 20th nineteen six" + - confidence: 0.4232629 + transcript: "October twentieth nineteen six" + - confidence: 0.66398025 + transcript: "October twentieth 1960" + expected: "October 20th, 1960" + description: "call 12, id: O10964558225, error_category:" + +- utterances: + - + - confidence: 0.63681567 + transcript: "5173" + - confidence: 0.37027207 + transcript: "5 1 7 3" + - confidence: 0.375 + transcript: "517 3" + - confidence: 0.43302935 + transcript: "5 173" + - confidence: 0.40401468 + transcript: "5 17 3" + - confidence: 0.39240882 + transcript: "5 one seven 3" + - confidence: 0.3849479 + transcript: "5 One 7 to 3" + expected: "5173" + description: "call 13, id: O10974289217, error_category:" + +- utterances: + - + - confidence: 0.80872846 + transcript: "6:28" + - confidence: 0.5990994 + transcript: "6th 2098" + - confidence: 0.69738317 + transcript: "6:20 98" + - confidence: 0.6439193 + transcript: "6098" + expected: "628" + description: "call 14, id: O10974913596, error_category:" + +- utterances: + - + - confidence: 0.7583141 + transcript: "1:20 for 1992" + - confidence: 0.73677015 + transcript: "1:24 1992" + - confidence: 0.7009103 + transcript: "1:24. 1992" + - confidence: 0.68460345 + transcript: "1 24 1992" + - confidence: 0.62919056 + transcript: "124 1992" + - confidence: 0.7087341 + transcript: "1:20 for 1992." + - confidence: 0.678026 + transcript: "1:20 for a 1992" + - confidence: 0.6962385 + transcript: "1:20 4 1992" + - confidence: 0.60957426 + transcript: "1:20 for 992" + - confidence: 0.6161801 + transcript: "1:24 or 1992" + expected: "1:20 for 1992" + description: "call 15, id: O10975075455, error_category:" + +- utterances: + - + - confidence: 0.79604435 + transcript: "24th 1992 1:20" + - confidence: 0.71225655 + transcript: "24th 1990 to 1:20" + - confidence: 0.7704174 + transcript: "24th June 1992 1:20" + - confidence: 0.64480525 + transcript: "24th nineteen ninety to 1:20" + - confidence: 0.5546568 + transcript: "2014 nineteen ninety to 1:20" + - confidence: 0.6990196 + transcript: "24th nineteen ninety two 1:20" + - confidence: 0.55613166 + transcript: "2014 nineteen ninety two 1:20" + - confidence: 0.60154206 + transcript: "24th nineteen ninety-two 1:20" + - confidence: 0.8116609 + transcript: "24th 1992" + - confidence: 0.47245285 + transcript: "2014 nineteen ninety-two 1:20" + expected: "24th, 1992, 1:20" + description: "call 15, id: O10975075455, error_category:" + +- utterances: + - + - confidence: 0.71024805 + transcript: "it's 12:00 1936" + - confidence: 0.6879978 + transcript: "it's 12 1936" + - confidence: 0.6273291 + transcript: "it's 12:00 and 1936" + - confidence: 0.5542795 + transcript: "it's 1219 36" + - confidence: 0.6777052 + transcript: "it's twelve 1936" + - confidence: 0.5094596 + transcript: "it's twelve nineteen thirty-six" + - confidence: 0.5542795 + transcript: "it's 1219 thirty-six" + - confidence: 0.5542795 + transcript: "it's 1219. 36" + - confidence: 0.5542795 + transcript: "it's 1219 36." + - confidence: 0.7364886 + transcript: "it's 12 and 1936" + expected: "It's 12:19, 1936" + description: "call 15, id: O10975075455, error_category:" + +- utterances: + - + - confidence: 0.71024805 + transcript: "it's 12:00 1936" + - confidence: 0.6879978 + transcript: "it's 12 1936" + - confidence: 0.6273291 + transcript: "it's 12:00 and 1936" + - confidence: 0.5542795 + transcript: "it's 1219 36" + - confidence: 0.6777052 + transcript: "it's twelve 1936" + - confidence: 0.5094596 + transcript: "it's twelve nineteen thirty-six" + - confidence: 0.5542795 + transcript: "it's 1219 thirty-six" + - confidence: 0.5542795 + transcript: "it's 1219. 36" + - confidence: 0.5542795 + transcript: "it's 1219 36." + - confidence: 0.7364886 + transcript: "it's 12 and 1936" + expected: "12:00 1936" + description: "call 16, id: O10975094075, error_category:" + +- utterances: + - + - confidence: 0.91283864 + transcript: "December 19th" + - confidence: 0 + transcript: "December nineteenth" + expected: "December 19th" + description: "call 16, id: O10975094075, error_category:" + +- utterances: + - + - confidence: 0.9128386 + transcript: "5:43" + - confidence: 0.375 + transcript: "5453" + - confidence: 0.46463975 + transcript: "5 for 63" + expected: "5:43" + description: "call 17, id: O10975379688, error_category:" + + + diff --git a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py new file mode 100644 index 00000000..ebafbf57 --- /dev/null +++ b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py @@ -0,0 +1,127 @@ +import json + +import pandas as pd +import pytest + +from dialogy.base import Input +from dialogy.plugins.registry import DOBPlugin +from dialogy.workflow import Workflow +from tests import load_tests, MockResponse + +get_dob = DOBPlugin( + dest="input.best_transcript", use_transform=True, input_column="data" +) +def get_best_transcript_from_utterances(utterances): + """ + input: utterances = [ + [{'transcript': '102998', 'confidence': None}, + {'transcript': '10 29 98', 'confidence': None}, + {'transcript': '1029 niniety eight', 'confidence': None}] + ] + description: access each transcript, confidence score pair, get + the result of ; + get a dictionary containing all results; + order this dictionary in decreasing order of confidence score + output: + best_transcript + """ + result_dict = {} + for utterance_set in utterances: + for utterance in utterance_set: + transcript = utterance.get('transcript') + confidence = utterance.get('confidence') + confidence = 0 if confidence is None else confidence # Ensure confidence is not None + result = transcript + if result in result_dict: + result_dict[result] += confidence + else: + result_dict[result] = confidence + + # Sort the result_dict based on confidence in descending order + sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True)} + # Get the best transcript from the sorted result + best_transcript = next(iter(sorted_result.keys()), []) + + return best_transcript + +@pytest.mark.asyncio +async def test_dob_1() -> None: + print("test 1: This case shows the best transcript in case there is only one option.") + """ + This case shows the best transcript in case there is only one option. + """ + + workflow = Workflow([get_dob]) + input_ = Input(utterances=[[{"transcript": "1029 98", "confidence": None}]]) + # replace this "best" with "expected" + best = input_.best_transcript + input_, _ = await workflow.run(input_) + assert input_.best_transcript == best + + +# @pytest.mark.asyncio +# @pytest.mark.parametrize("test_case", [ +# { +# "utterances": [ +# {"confidence": 0.6564267, "transcript": "6 to 4:59"}, +# {"confidence": 0.65825063, "transcript": "6459"}, +# # Add more utterances as needed +# ], +# "expected": "6 to 4:59" +# }, +# { +# "utterances": [ +# {"confidence": 0.9128386, "transcript": "1576"}, +# ], +# "expected": "1576" +# }, +# { +# "utterances": [ +# {"confidence": 0.6454812, "transcript": "7 2763"}, +# {"confidence": 0.39310354, "transcript": "7th 2763"}, +# # Add more utterances as needed +# ], +# "expected": "7 2763" +# }, +# # Add more test cases as needed +# ]) +# async def test_dob_2(test_case) -> None: +# print("Running test case with expected:", test_case["expected"]) +# workflow = Workflow([get_dob]) +# input_ = Input(utterances=[test_case["utterances"]]) +# # expected = test_case["expected"] +# expected = get_best_transcript_from_utterances(utterances = [test_case["utterances"]]) +# input_, _ = await workflow.run(input_) + +# assert input_.best_transcript == expected + + +@pytest.mark.asyncio +@pytest.mark.parametrize("test_case", load_tests("cases", __file__)) +async def test_dob_2(test_case) -> None: + try: + if test_case["description"]: + print("test_case description:",test_case["description"]) + except: + pass + + workflow = Workflow([get_dob]) + input_ = Input(utterances=test_case["utterances"]) + # expected = get_best_transcript_from_utterances(utterances=test_case["utterances"]) + expected = input_.best_transcript + input_, _ = await workflow.run(input_) + + assert input_.best_transcript == expected + + +@pytest.mark.asyncio +async def test_invalid_data() -> None: + print("test 3") + train_df = pd.DataFrame( + [ + {"data": json.dumps([[{"transcript": "yes"}]])}, + {"data": json.dumps({})}, + ] + ) + train_df_ = await get_dob.transform(train_df) + assert len(train_df) - len(train_df_) == 1 From d121f2cb24e8086313a0feba5576af8237ac6072 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Wed, 27 Dec 2023 12:09:18 +0530 Subject: [PATCH 03/26] added dob plugin --- dialogy/plugins/registry.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/dialogy/plugins/registry.py b/dialogy/plugins/registry.py index fd1a3b4e..f3c7297d 100644 --- a/dialogy/plugins/registry.py +++ b/dialogy/plugins/registry.py @@ -5,6 +5,7 @@ from dialogy.plugins.text.classification.retain_intent import RetainOriginalIntentPlugin from dialogy.plugins.text.classification.xlmr import XLMRMultiClass from dialogy.plugins.text.combine_date_time import CombineDateTimeOverSlots +from dialogy.plugins.text.dob_plugin import DOBPlugin from dialogy.plugins.text.duckling_plugin import DucklingPlugin from dialogy.plugins.text.lb_plugin import DucklingPluginLB from dialogy.plugins.text.list_entity_plugin import ListEntityPlugin @@ -23,6 +24,7 @@ "CanonicalizationPlugin": CanonicalizationPlugin, "MLPMultiClass": MLPMultiClass, "MergeASROutputPlugin": MergeASROutputPlugin, + "DOBPlugin":DOBPlugin, "DucklingPlugin": DucklingPlugin, "ListEntityPlugin": ListEntityPlugin, "XLMRMultiClass": XLMRMultiClass, From e6cafb5df0e61b150bf67e607d2f9a856748a138 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Fri, 29 Dec 2023 10:28:05 +0530 Subject: [PATCH 04/26] modifying transcripts instead of best_transcript --- dialogy/plugins/text/dob_plugin/__init__.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 61e5e068..b532be76 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -18,7 +18,7 @@ def _transform_invalid_date(transcript): """ return transcript import pdb -def get_best_transcript_from_utterances(utterances, func_transcript): +def get_transcripts_from_utterances(utterances, func_transcript): """ input: utterances = [ [{'transcript': '102998', 'confidence': None}, @@ -46,10 +46,12 @@ def get_best_transcript_from_utterances(utterances, func_transcript): # Sort the result_dict based on confidence in descending order sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True)} + transcripts = sorted(sorted_result, key=lambda x: sorted_result[x], reverse=True) + # print("transcripts = ", transcripts) # Get the best transcript from the sorted result - best_transcript = next(iter(sorted_result.keys()), []) + # best_transcript = next(iter(sorted_result.keys()), []) - return best_transcript + return transcripts def get_dob(utterances) -> str: @@ -63,9 +65,9 @@ def get_dob(utterances) -> str: return [] else: # best_transcript = _format_date(utterances) - best_transcript = get_best_transcript_from_utterances(utterances=utterances, func_transcript=_transform_invalid_date) - print("dob output:",best_transcript) - return best_transcript + transcripts = get_transcripts_from_utterances(utterances=utterances, func_transcript=_transform_invalid_date) + print("dob output:",transcripts) + return transcripts except TypeError as type_error: raise TypeError("`transcript` is expected in the ASR output.") from type_error @@ -93,8 +95,8 @@ def __init__( ) async def utility(self, input: Input, _: Output) -> Any: - return input.best_transcript - # return get_dob(input.utterances) + # return input.best_transcript + return get_dob(input.utterances) async def transform(self, training_data: pd.DataFrame) -> pd.DataFrame: if not self.use_transform: From 58c832cf4f8d9a88f67afa08731f625c079509ef Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Fri, 29 Dec 2023 10:30:27 +0530 Subject: [PATCH 05/26] modifying transcripts instead of best_transcript --- .../text/test_dob_plugin/test_dob_plugin.py | 78 ++++++++++--------- 1 file changed, 43 insertions(+), 35 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py index ebafbf57..bec85e3d 100644 --- a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py +++ b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py @@ -9,9 +9,9 @@ from tests import load_tests, MockResponse get_dob = DOBPlugin( - dest="input.best_transcript", use_transform=True, input_column="data" + dest="input.transcripts", use_transform=True, input_column="data" ) -def get_best_transcript_from_utterances(utterances): +def get_transcripts_from_utterances(utterances): """ input: utterances = [ [{'transcript': '102998', 'confidence': None}, @@ -39,10 +39,12 @@ def get_best_transcript_from_utterances(utterances): # Sort the result_dict based on confidence in descending order sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True)} + transcripts = sorted(sorted_result, key=lambda x: sorted_result[x], reverse=True) + # Get the best transcript from the sorted result - best_transcript = next(iter(sorted_result.keys()), []) + # best_transcript = next(iter(sorted_result.keys()), []) - return best_transcript + return transcripts @pytest.mark.asyncio async def test_dob_1() -> None: @@ -59,6 +61,43 @@ async def test_dob_1() -> None: assert input_.best_transcript == best + +@pytest.mark.asyncio +@pytest.mark.parametrize("test_case", load_tests("cases", __file__)) +async def test_dob_2(test_case) -> None: + try: + if test_case["description"]: + print("test_case description:",test_case["description"]) + except: + pass + + workflow = Workflow([get_dob]) + print("workflow = ", workflow) + input_ = Input(utterances=test_case["utterances"]) + print("input = ", input_) + expected = get_transcripts_from_utterances(utterances=test_case["utterances"]) + # expected = input_.best_transcript + print("expected = ", expected) + input, _ = await workflow.run(input_) + print("transcripts= ", input.transcripts) + + assert input.transcripts == expected + + +@pytest.mark.asyncio +async def test_invalid_data() -> None: + print("test 3") + train_df = pd.DataFrame( + [ + {"data": json.dumps([[{"transcript": "yes"}]])}, + {"data": json.dumps({})}, + ] + ) + train_df_ = await get_dob.transform(train_df) + assert len(train_df) - len(train_df_) == 1 + + + # @pytest.mark.asyncio # @pytest.mark.parametrize("test_case", [ # { @@ -94,34 +133,3 @@ async def test_dob_1() -> None: # input_, _ = await workflow.run(input_) # assert input_.best_transcript == expected - - -@pytest.mark.asyncio -@pytest.mark.parametrize("test_case", load_tests("cases", __file__)) -async def test_dob_2(test_case) -> None: - try: - if test_case["description"]: - print("test_case description:",test_case["description"]) - except: - pass - - workflow = Workflow([get_dob]) - input_ = Input(utterances=test_case["utterances"]) - # expected = get_best_transcript_from_utterances(utterances=test_case["utterances"]) - expected = input_.best_transcript - input_, _ = await workflow.run(input_) - - assert input_.best_transcript == expected - - -@pytest.mark.asyncio -async def test_invalid_data() -> None: - print("test 3") - train_df = pd.DataFrame( - [ - {"data": json.dumps([[{"transcript": "yes"}]])}, - {"data": json.dumps({})}, - ] - ) - train_df_ = await get_dob.transform(train_df) - assert len(train_df) - len(train_df_) == 1 From 1d4772d050582e542c3d18a3d9cc77e733d74f4f Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Tue, 2 Jan 2024 13:02:01 +0530 Subject: [PATCH 06/26] updated tests --- dialogy/plugins/text/dob_plugin/__init__.py | 58 +- .../text/test_dob_plugin/duckling_api.py | 154 +++++ .../text/test_dob_plugin/test_cases.yaml | 5 +- .../text/test_dob_plugin/test_cases_desc.yaml | 565 ++++++++++++++++++ .../text/test_dob_plugin/test_dob_plugin.py | 55 +- 5 files changed, 819 insertions(+), 18 deletions(-) create mode 100644 tests/plugin/text/test_dob_plugin/duckling_api.py create mode 100644 tests/plugin/text/test_dob_plugin/test_cases_desc.yaml diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index b532be76..565a5dc2 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -9,13 +9,67 @@ import dialogy.constants as const from dialogy.base import Guard, Input, Output, Plugin from dialogy.utils import normalize +import word2number as w2n +import re +def clean_string(input_string): + # Remove all instances of "." + cleaned_string = input_string.replace(".", "") + + # Remove all instances of "it's" (case insensitive) + cleaned_string = cleaned_string.replace("it's", "") + + return cleaned_string + +def _class_6(trasncript): + """ + input: transcript that looks like- " X Y" where X is a string of numbers with or without space. Y is string- which is a + number written in words. + description: let X be as is. Only if X exist, look for Y. then convert Y into numbers- numeric digits + output: X (as is) Y(converted into numbers) + """ +def _class_5(transcript): + """ + input: transcript that looks like-"xx:yy " + description: replace ":" with " "; if yy = 00 or 0y: replace yy with " " or if 0y, replace 0 with "" + output: xx yy + """ + + # Your regex pattern + pattern = re.compile(r'\b(\d{1,2}):(\d{2})\b') + + match = pattern.search(transcript) + + if match: + hours, minutes = match.groups() + start_idx, hours_end = match.start(1), match.end(1) + minutes_start, end_idx = match.start(2), match.end(2) + + # Modifying the minutes based on the conditions + if minutes == "00": + minutes = " " + elif minutes.startswith("0"): + minutes = "" + minutes[1] + + # Combining the modified hours and minutes + result = hours + " " + minutes + transformed_transcript = transcript[:start_idx] + result + transcript[end_idx:] + return transformed_transcript + + else: + # Handle invalid input + return transcript + def _transform_invalid_date(transcript): """ input: transcripts that are responses for when the user is asked their dob for authentication and are not recognised as dates by duckling output: trasnformed transcript recognised by duckling as date (closest valid date) + description: handling class 5 error """ + # transcript = _class_5(transcript) + transcript = clean_string(transcript) + transcript = _class_5(transcript) return transcript import pdb def get_transcripts_from_utterances(utterances, func_transcript): @@ -56,7 +110,7 @@ def get_transcripts_from_utterances(utterances, func_transcript): def get_dob(utterances) -> str: try: - print("UTTERS:", utterances) + # print("UTTERS:", utterances) transcripts = normalize(utterances) invalid_transcript = len(transcripts) == 1 and any( token.lower() in transcripts for token in const.INVALID_TOKENS @@ -66,7 +120,7 @@ def get_dob(utterances) -> str: else: # best_transcript = _format_date(utterances) transcripts = get_transcripts_from_utterances(utterances=utterances, func_transcript=_transform_invalid_date) - print("dob output:",transcripts) + # print("dob output:",transcripts) return transcripts except TypeError as type_error: raise TypeError("`transcript` is expected in the ASR output.") from type_error diff --git a/tests/plugin/text/test_dob_plugin/duckling_api.py b/tests/plugin/text/test_dob_plugin/duckling_api.py new file mode 100644 index 00000000..79c0257c --- /dev/null +++ b/tests/plugin/text/test_dob_plugin/duckling_api.py @@ -0,0 +1,154 @@ +# import requests +# import json + +# DUCKLING_HOST = "localhost:8000" + +# def create_duckling_payload( +# text: str, +# dimensions: list = [], +# reference_time=None, +# locale=" ", +# use_latent=False, +# timezone: str = "America/New_York" +# ): + +# payload = { +# "text": text, +# "locale": locale, +# "tz": timezone, +# "dims": json.dumps(dimensions), +# "reftime": reference_time, +# "latent": use_latent, +# } + +# return payload + + +# def get_entities_from_duckling(text, reftime, dimensions, locale, timezone): + +# headers = {"Content-Type": "application/x-www-form-urlencoded; charset=UTF-8"} + +# duckling_req_payload = create_duckling_payload( +# text=text, +# dimensions=dimensions, +# reference_time=reftime, +# locale=locale, +# use_latent=True, +# timezone=timezone, +# ) + +# response = requests.post( +# f"http://{DUCKLING_HOST}/parse", +# headers=headers, +# data=duckling_req_payload, +# ) +# return response + +# import datetime + +# dimensions = ["date"] +# text = "October 20th, 1960" +# reftime = int(datetime.datetime.now().timestamp() * 1000) # Use the current timestamp +# locale = "en_US" +# timezone = "America/New_York" + +# payload = create_duckling_payload(text, dimensions, reftime, locale, timezone) +# response = get_entities_from_duckling(text, reftime, dimensions, locale, timezone) +# print(response.text) +# # Now 'response' contains the entities extracted by Duckling +# import re + +# def _class_5(transcript): +# """ +# input: transcript that looks like-"xx:yy " +# description: replace ":" with " "; if yy = 00 or 0y: replace yy with " " or if 0y, replace 0 with "" +# output: xx yy +# """ +# # Using regular expressions to extract hours and minutes +# # match = re.match(r'\b(\d{1,2}):(\d{2})\b', transcript) + + +# # Your regex pattern +# pattern = re.compile(r'\b(\d{1,2}):(\d{2})\b') + +# match = pattern.search(transcript) +# # pattern = re.compile(r'\b(\d{1,2}):(\d{2})\b') +# # matches = pattern.findall(transcript) +# # print + +# if match: +# hours, minutes = match.groups() +# start_idx, hours_end = match.start(1), match.end(1) +# minutes_start, end_idx = match.start(2), match.end(2) + +# # # Removing leading zeros from hours and minutes +# # hours = str(int(hours)) +# # minutes = str(int(minutes)) + +# # Modifying the minutes based on the conditions +# if minutes == "00": +# minutes = " " +# elif minutes.startswith("0"): +# minutes = "" + minutes[1] + +# # Combining the modified hours and minutes +# result = hours + " " + minutes +# transformed_transcript = transcript[:start_idx] + result + transcript[end_idx:] +# return transformed_transcript + +# else: +# # Handle invalid input +# return "Invalid input format" + +# # example test cases +# case1 = "jefgljl 12:45 12:" +# case2 = "12:00" +# case3 = "12:09" +# case4 = "1:26" + +# print(_class_5(case1)) # Output: "12 45" +# print(_class_5(case2)) # Output: "12 " +# print(_class_5(case3)) # Output: "12 9" +# print(_class_5(case4)) # Output: "1 26" + +import requests +import json +import datetime + +DUCKLING_HOST = "localhost:8000" +LOCALE = "en_US" +TIMEZONE = "America/New_York" +DIMENSIONS = ["date"] + +def get_entities_from_duckling(text): + headers = {"Content-Type": "application/x-www-form-urlencoded; charset=UTF-8"} + reftime = int(datetime.datetime.now().timestamp() * 1000) # Use the current timestamp + + duckling_req_payload = { + "text": text, + "locale": LOCALE, + "tz": TIMEZONE, + "dims": json.dumps(DIMENSIONS), + "reftime": reftime, + "latent": True, + } + + response = requests.post( + f"http://{DUCKLING_HOST}/parse", + headers=headers, + data=duckling_req_payload, + ) + + # Parse the JSON response + json_response = json.loads(response.text) + + # Find the dictionary with 'dims' equal to 'time' or 'date' + for entry in json_response: + if entry.get('dim') in ['time', 'date']: + + # Access the 'value' of the first 'values' + json_response = entry.get('value', {}).get('values', [{}])[0].get('value') + + + return json_response + return "dim = time not found!" diff --git a/tests/plugin/text/test_dob_plugin/test_cases.yaml b/tests/plugin/text/test_dob_plugin/test_cases.yaml index e1689e25..5acc118f 100644 --- a/tests/plugin/text/test_dob_plugin/test_cases.yaml +++ b/tests/plugin/text/test_dob_plugin/test_cases.yaml @@ -559,7 +559,4 @@ - confidence: 0.46463975 transcript: "5 for 63" expected: "5:43" - description: "call 17, id: O10975379688, error_category:" - - - + description: "call 17, id: O10975379688, error_category:" \ No newline at end of file diff --git a/tests/plugin/text/test_dob_plugin/test_cases_desc.yaml b/tests/plugin/text/test_dob_plugin/test_cases_desc.yaml new file mode 100644 index 00000000..95310db6 --- /dev/null +++ b/tests/plugin/text/test_dob_plugin/test_cases_desc.yaml @@ -0,0 +1,565 @@ +- utterances: + - + - confidence: 0.6564267 + transcript: "6 to 4:59" + - confidence: 0.65825063 + transcript: "6459" + - confidence: 0.7236573 + transcript: "6:59" + - confidence: 0.7435373 + transcript: "6th 4:59" + - confidence: 0.42740962 + transcript: "6 for 59" + - confidence: 0.62294835 + transcript: "6 or 4:59" + - confidence: 0.5137664 + transcript: "6 459" + - confidence: 0.44438317 + transcript: "6 4:50 9" + - confidence: 0.37032515 + transcript: "64 59" + - confidence: 0.44438317 + transcript: "6 for fifty-nine" + expected: "6 4 59" + description: "call 1, id: I266498697, error_category: 3, 6" + +- utterances: + - + - confidence: 0.6564267 + transcript: "6 to 4:59" + - confidence: 0.65825063 + transcript: "6459" + - confidence: 0.7236573 + transcript: "6:59" + - confidence: 0.7435373 + transcript: "6th 4:59" + - confidence: 0.42740962 + transcript: "6 for 59" + - confidence: 0.62294835 + transcript: "6 or 4:59" + - confidence: 0.5137664 + transcript: "6 459" + - confidence: 0.44438317 + transcript: "6 4:50 9" + - confidence: 0.37032515 + transcript: "64 59" + - confidence: 0.44438317 + transcript: "6 for fifty-nine" + expected: "6 4 59" + description: "call 2, id: I275609977, error_category: 3, 6 " + +- utterances: + - + - confidence: 0.9128386 + transcript: "1576" + expected: "-" + description: "call 3, id: O10830309453, error_category: 1" + +- utterances: + - + - confidence: 0.6454812 + transcript: "7 2763" + - confidence: 0.39310354 + transcript: "7th 2763" + - confidence: 0.36840641 + transcript: "7:20 763" + - confidence: 0.36022073 + transcript: "7:27 63" + - confidence: 0.37189767 + transcript: "7:27. 6 to 3" + - confidence: 0.36332303 + transcript: "7:27. 63" + - confidence: 0.36600232 + transcript: "7:27 to 6:33" + - confidence: 0.37127718 + transcript: "7:27 to 6 to 3" + - confidence: 0.36204123 + transcript: "7:20 seven sixty-three" + - confidence: 0.3695277 + transcript: "727 63" + expected: "July 27th 1963" + description: "call 4, id: O10830646109, error_category: 3" + +- utterances: + - + - confidence: 0.9122844 + transcript: "July 27th 1960" + - confidence: 0.5956998 + transcript: "July 27th nineteen 6" + - confidence: 0.7403251 + transcript: "July 27th nineteen sixty" + - confidence: 0.5970477 + transcript: "July twenty seventh nineteen sixty" + - confidence: 0.5873656 + transcript: "July twenty seventh nineteen 6" + - confidence: 0.7395463 + transcript: "July the 27th 1960" + - confidence: 0.59013546 + transcript: "July twenty-seventh nineteen sixty" + expected: "July 27th 1960" + description: "call 4, id: O10830646109, error_category: 6" + +- utterances: + - + - confidence: 0.54951096 + transcript: "1212 72" + - confidence: 0.5891804 + transcript: "12:12 is 72" + - confidence: 0.5092191 + transcript: "12:12 to 72" + - confidence: 0.47724038 + transcript: "12 12:00 is 72" + - confidence: 0.62284434 + transcript: "12:12 72" + - confidence: 0.48582697 + transcript: "12 12:00 72" + - confidence: 0.5595205 + transcript: "1212 is 72" + - confidence: 0.5399843 + transcript: "12:12 is seventy-two" + - confidence: 0.5087993 + transcript: "12 1272" + - confidence: 0.5312013 + transcript: "1212 and 72" + expected: "12 12 72" + description: "call 5, id: O10854145401, error_category:" + +- utterances: + - + - confidence: 0.9128385 + transcript: "December 12th 1972" + - confidence: 0.6221639 + transcript: "December 12th nineteen seventy two" + - confidence: 0.5165949 + transcript: "December 12th nineteen seventy-two" + - confidence: 0.5337697 + transcript: "December twelfth nineteen seventy two" + - confidence: 0.4189055 + transcript: "December twelfth nineteen seventy-two" + - confidence: 0.7045402 + transcript: "December twelfth 1972" + expected: "December 12th 1972" + description: "call 5, id: O10854145401, error_category: 6" + +- utterances: + - + - confidence: 0.7422427 + transcript: "1212 72" + - confidence: 0.6226069 + transcript: "12:12 to 72" + - confidence: 0.39931288 + transcript: "12 to 12:32" + - confidence: 0.5041511 + transcript: "1212 to 72" + - confidence: 0.47186333 + transcript: "1212. 72" + - confidence: 0.5665432 + transcript: "1212 $72" + - confidence: 0.41034815 + transcript: "12 12:00 72" + - confidence: 0.46337035 + transcript: "12 1272" + - confidence: 0.5801449 + transcript: "12:12. 72" + - confidence: 0.68844926 + transcript: "12:12 72" + expected: "12 12 72" + description: "call 5, id: O10854145401, error_category:" + +- utterances: + - + - confidence: 0.86378163 + transcript: "4:45" + - confidence: 0.751487 + transcript: "4th 85" + - confidence: 0.56624573 + transcript: "4 for the 85" + - confidence: 0.56624573 + transcript: "4 for a 85" + - confidence: 0.375 + transcript: "485" + - confidence: 0.5542795 + transcript: "on 4th 85" + - confidence: 0.56624573 + transcript: "4 for an 85" + - confidence: 0.6426135 + transcript: "4 for 85" + - confidence: 0.5617315 + transcript: "4 or 4:35" + - confidence: 0.375 + transcript: "on 485" + expected: "4 4 85" + description: "call 6, id: O10854283846, error_category: 3" + +- utterances: + - + - confidence: 0.9128386 + transcript: "61257" + - confidence: 0.9128386 + transcript: "6125 seven" + - confidence: 0.375 + transcript: "6125 7" + - confidence: 0.375 + transcript: "612 57" + - confidence: 0.375 + transcript: "6 1 2 5 7" + expected: "-" + description: "call 7, id: O10945174938, error_category: 1, 3" + +- utterances: + - + - confidence: 0.6770064 + transcript: "3 to 76" + - confidence: 0.6036487 + transcript: "3 to 7 to 6" + - confidence: 0.5948184 + transcript: "3 to 7:36" + - confidence: 0.375 + transcript: "3276" + - confidence: 0.54370093 + transcript: "3 276" + - confidence: 0.55042934 + transcript: "3 to 7. 6" + - confidence: 0.6471291 + transcript: "3 to Seventy-Six" + - confidence: 0.5608109 + transcript: "3 to 270 6" + - confidence: 0.6479101 + transcript: "3 to 76." + - confidence: 0.5608109 + transcript: "3 to 70 6" + expected: "3 2 76" + description: "call 7, id: O10945174938, error_category: 3, 6" + +- utterances: + - + - confidence: 0.47632036 + transcript: "7:29 1990" + - confidence: 0.44110787 + transcript: "729-9090" + - confidence: 0.4213582 + transcript: "79 nineteen ninety" + - confidence: 0.39615512 + transcript: "7th 2019 9th" + - confidence: 0.43880254 + transcript: "7th 2990" + - confidence: 0.40152285 + transcript: "7:20 9 99 cent" + - confidence: 0.39879423 + transcript: "7 29 99 cent" + - confidence: 0.46817553 + transcript: "7:29 99th" + - confidence: 0.42997542 + transcript: "7:29 99 cent" + - confidence: 0.3934703 + transcript: "7th 29 99 cent" + expected: "7 29 1990" + description: "call 8, id: O10949637986, error_category: 6" + +- utterances: + - + - confidence: 0.013324062 + transcript: "5290" + - confidence: 0.14356692 + transcript: "5:29" + expected: "-" + description: "call 8, id: O10949637986, error_category: 1" + +- utterances: + - + - confidence: 0.5503342 + transcript: "6th 1278" + - confidence: 0.41715455 + transcript: "6 2078" + - confidence: 0.43887377 + transcript: "6th 2070 8" + - confidence: 0.46879363 + transcript: "6th 2078" + - confidence: 0.38831332 + transcript: "6 to oh seventy-eight" + - confidence: 0.46021625 + transcript: "6 1278" + - confidence: 0.4284574 + transcript: "6th 2070 a" + - confidence: 0.39916015 + transcript: "6 12:00 78" + - confidence: 0.375 + transcript: "6:07" + - confidence: 0.4391328 + transcript: "6th 2070 8th" + expected: "6 20 78" + description: "call 9, id: O10951948585, error_category: 6" + +- utterances: + - + - confidence: 0.71429694 + transcript: "1116 48" + - confidence: 0.4608461 + transcript: "11 1648" + - confidence: 0.54803085 + transcript: "1116 48th" + - confidence: 0.7184105 + transcript: "11:16 48" + - confidence: 0.54803085 + transcript: "1116 Forty-Eight" + - confidence: 0.5521444 + transcript: "11:16 48th" + - confidence: 0.5521444 + transcript: "11:16 Forty-Eight" + - confidence: 0.49309626 + transcript: "11:16 forty eight" + - confidence: 0.54803085 + transcript: "1116 488" + expected: "11 16 48" + description: "call 10, id: O10957594915, error_category:" + +- utterances: + - + - confidence: 0.661171 + transcript: "8469" + - confidence: 0.3945848 + transcript: "8 for 69" + - confidence: 0.5182074 + transcript: "84 69" + - confidence: 0.46069714 + transcript: "8 469" + - confidence: 0.46590602 + transcript: "84 or 69" + - confidence: 0.40705696 + transcript: "May 8th for 69" + - confidence: 0.5525972 + transcript: "8 for sixty nine" + - confidence: 0.46697605 + transcript: "8 for 6:39" + - confidence: 0.36379066 + transcript: "08 for 69" + - confidence: 0.39472976 + transcript: "8 for 60 9" + expected: "8 4 69" + description: "call 11, id: O10962323127, error_category: 3" + +- utterances: + - + - confidence: 0.60194904 + transcript: "10:26 to 6" + - confidence: 0.90481335 + transcript: "1026" + - confidence: 0.90481335 + transcript: "10:26" + - confidence: 0.63990664 + transcript: "1026 T6" + - confidence: 0.6439193 + transcript: "10:20 66" + - confidence: 0.4198199 + transcript: "10th 2066" + - confidence: 0.90481335 + transcript: "1026 6" + - confidence: 0.6439193 + transcript: "1020 $66" + - confidence: 0.57677674 + transcript: "10:26 to 6." + - confidence: 0.6439193 + transcript: "1020 66" + expected: "10 20 66" + description: "call 12, id: O10964558225, error_category: 3" + +- utterances: + - + - confidence: 0.46652526 + transcript: "1026 T6" + - confidence: 0.54813075 + transcript: "10:20 66" + - confidence: 0.4576525 + transcript: "10 2066" + - confidence: 0.54542094 + transcript: "1020 66" + - confidence: 0.5505544 + transcript: "10:20 sixty-six" + - confidence: 0.54892546 + transcript: "1020 66th" + - confidence: 0.37233654 + transcript: "n 2066" + - confidence: 0.54892546 + transcript: "1020 sixty-six" + - confidence: 0.5505544 + transcript: "10:20 66th" + - confidence: 0.4904205 + transcript: "10:20 sixty six" + expected: "10 20 66" + description: "call 12, id: O10964558225, error_category: 3" + +- utterances: + - + - confidence: 0.8917927 + transcript: "October 20th 1960" + - confidence: 0.5253096 + transcript: "October 20th nineteen 6" + - confidence: 0.64947116 + transcript: "October 20th nineteen sixty" + - confidence: 0.4186621 + transcript: "October twentieth nineteen 6" + - confidence: 0.3 + transcript: "October twentieth nineteen sixty" + - confidence: 0.52991045 + transcript: "October 20th nineteen six" + - confidence: 0.4232629 + transcript: "October twentieth nineteen six" + - confidence: 0.66398025 + transcript: "October twentieth 1960" + expected: "October 20th, 1960" + description: "call 12, id: O10964558225, error_category:" + +- utterances: + - + - confidence: 0.63681567 + transcript: "5173" + - confidence: 0.37027207 + transcript: "5 1 7 3" + - confidence: 0.375 + transcript: "517 3" + - confidence: 0.43302935 + transcript: "5 173" + - confidence: 0.40401468 + transcript: "5 17 3" + - confidence: 0.39240882 + transcript: "5 one seven 3" + - confidence: 0.3849479 + transcript: "5 One 7 to 3" + expected: "-" + description: "call 13, id: O10974289217, error_category: 3" + +- utterances: + - + - confidence: 0.80872846 + transcript: "6:28" + - confidence: 0.5990994 + transcript: "6th 2098" + - confidence: 0.69738317 + transcript: "6:20 98" + - confidence: 0.6439193 + transcript: "6098" + expected: "6 20 98" + description: "call 14, id: O10974913596, error_category:" + +- utterances: + - + - confidence: 0.7583141 + transcript: "1:20 for 1992" + - confidence: 0.73677015 + transcript: "1:24 1992" + - confidence: 0.7009103 + transcript: "1:24. 1992" + - confidence: 0.68460345 + transcript: "1 24 1992" + - confidence: 0.62919056 + transcript: "124 1992" + - confidence: 0.7087341 + transcript: "1:20 for 1992." + - confidence: 0.678026 + transcript: "1:20 for a 1992" + - confidence: 0.6962385 + transcript: "1:20 4 1992" + - confidence: 0.60957426 + transcript: "1:20 for 992" + - confidence: 0.6161801 + transcript: "1:24 or 1992" + expected: "1 24 1992" + description: "call 15, id: O10975075455, error_category: 3" + +- utterances: + - + - confidence: 0.79604435 + transcript: "24th 1992 1:20" + - confidence: 0.71225655 + transcript: "24th 1990 to 1:20" + - confidence: 0.7704174 + transcript: "24th June 1992 1:20" + - confidence: 0.64480525 + transcript: "24th nineteen ninety to 1:20" + - confidence: 0.5546568 + transcript: "2014 nineteen ninety to 1:20" + - confidence: 0.6990196 + transcript: "24th nineteen ninety two 1:20" + - confidence: 0.55613166 + transcript: "2014 nineteen ninety two 1:20" + - confidence: 0.60154206 + transcript: "24th nineteen ninety-two 1:20" + - confidence: 0.8116609 + transcript: "24th 1992" + - confidence: 0.47245285 + transcript: "2014 nineteen ninety-two 1:20" + expected: "-" + description: "call 15, id: O10975075455, error_category: 1" + +- utterances: + - + - confidence: 0.71024805 + transcript: "it's 12:00 1936" + - confidence: 0.6879978 + transcript: "it's 12 1936" + - confidence: 0.6273291 + transcript: "it's 12:00 and 1936" + - confidence: 0.5542795 + transcript: "it's 1219 36" + - confidence: 0.6777052 + transcript: "it's twelve 1936" + - confidence: 0.5094596 + transcript: "it's twelve nineteen thirty-six" + - confidence: 0.5542795 + transcript: "it's 1219 thirty-six" + - confidence: 0.5542795 + transcript: "it's 1219. 36" + - confidence: 0.5542795 + transcript: "it's 1219 36." + - confidence: 0.7364886 + transcript: "it's 12 and 1936" + expected: "12 19 36" + description: "call 16, id: O10975094075, error_category: 2" + +- utterances: + - + - confidence: 0.71024805 + transcript: "it's 12:00 1936" + - confidence: 0.6879978 + transcript: "it's 12 1936" + - confidence: 0.6273291 + transcript: "it's 12:00 and 1936" + - confidence: 0.5542795 + transcript: "it's 1219 36" + - confidence: 0.6777052 + transcript: "it's twelve 1936" + - confidence: 0.5094596 + transcript: "it's twelve nineteen thirty-six" + - confidence: 0.5542795 + transcript: "it's 1219 thirty-six" + - confidence: 0.5542795 + transcript: "it's 1219. 36" + - confidence: 0.5542795 + transcript: "it's 1219 36." + - confidence: 0.7364886 + transcript: "it's 12 and 1936" + expected: "12 19 36" + description: "call 16, id: O10975094075, error_category:" + +- utterances: + - + - confidence: 0.91283864 + transcript: "December 19th" + - confidence: 0 + transcript: "December nineteenth" + expected: "-" + description: "call 16, id: O10975094075, error_category:" + +- utterances: + - + - confidence: 0.9128386 + transcript: "5:43" + - confidence: 0.375 + transcript: "5453" + - confidence: 0.46463975 + transcript: "5 for 63" + expected: "-" + description: "call 17, id: O10975379688, error_category: 1, 3" + + + diff --git a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py index bec85e3d..09bde6ec 100644 --- a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py +++ b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py @@ -7,10 +7,33 @@ from dialogy.plugins.registry import DOBPlugin from dialogy.workflow import Workflow from tests import load_tests, MockResponse +from tests.plugin.text.test_dob_plugin.duckling_api import get_entities_from_duckling get_dob = DOBPlugin( dest="input.transcripts", use_transform=True, input_column="data" ) +""" +Checker function in test: +input: expected, all transcripts +Description: for each transcript, check if duckling(transcript)==duckling(expected) +Output: true/false, %increase in correctness +""" +def checker(transcripts,expected): + """ + input: transcripts- a list of strings; expected- a string + description: for each transcript, check if get_entities_from_duckling(transcript)==get_entities_from_duckling(expected), if yes correctness +=1 + return "correctness" + """ + correctness = 0 + + for transcript in transcripts: + duckling_val_transcript = get_entities_from_duckling(transcript) + duckling_val_expected = get_entities_from_duckling(expected) + # print("duckling_val_transcript, duckling_val_expected: ", duckling_val_transcript, duckling_val_expected) + if duckling_val_transcript == duckling_val_expected: + correctness += 1 + + return correctness def get_transcripts_from_utterances(utterances): """ input: utterances = [ @@ -55,6 +78,7 @@ async def test_dob_1() -> None: workflow = Workflow([get_dob]) input_ = Input(utterances=[[{"transcript": "1029 98", "confidence": None}]]) + # correctness = checker(input_.transcripts,) # replace this "best" with "expected" best = input_.best_transcript input_, _ = await workflow.run(input_) @@ -63,7 +87,7 @@ async def test_dob_1() -> None: @pytest.mark.asyncio -@pytest.mark.parametrize("test_case", load_tests("cases", __file__)) +@pytest.mark.parametrize("test_case", load_tests("cases_desc", __file__)) async def test_dob_2(test_case) -> None: try: if test_case["description"]: @@ -71,17 +95,24 @@ async def test_dob_2(test_case) -> None: except: pass - workflow = Workflow([get_dob]) - print("workflow = ", workflow) - input_ = Input(utterances=test_case["utterances"]) - print("input = ", input_) - expected = get_transcripts_from_utterances(utterances=test_case["utterances"]) - # expected = input_.best_transcript - print("expected = ", expected) - input, _ = await workflow.run(input_) - print("transcripts= ", input.transcripts) - - assert input.transcripts == expected + expected = test_case["expected"] + if expected != "-": + + workflow = Workflow([get_dob]) + input_ = Input(utterances=test_case["utterances"]) + correctness = checker(input_.transcripts,expected) + input, _ = await workflow.run(input_) + dob_plugin_correctness = checker(input.transcripts, expected) + # if dob_plugin_correctness correctness + + else: + print("expected not defined") + @pytest.mark.asyncio From 3cc14fb275c49e23116df13e9f5c99ac071769fe Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Tue, 2 Jan 2024 13:03:20 +0530 Subject: [PATCH 07/26] handling error class 5 --- dialogy/plugins/text/dob_plugin/__init__.py | 1 + 1 file changed, 1 insertion(+) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 565a5dc2..58abab65 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -15,6 +15,7 @@ def clean_string(input_string): # Remove all instances of "." cleaned_string = input_string.replace(".", "") + # Remove all instances of "it's" (case insensitive) cleaned_string = cleaned_string.replace("it's", "") From 90f04a1d0149dad70bf634f23bd337e4453debc7 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Wed, 3 Jan 2024 09:39:12 +0530 Subject: [PATCH 08/26] handing class5 and class6 error --- dialogy/plugins/text/dob_plugin/__init__.py | 56 +++++++++++++++++---- 1 file changed, 45 insertions(+), 11 deletions(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 58abab65..531b55e2 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -9,25 +9,58 @@ import dialogy.constants as const from dialogy.base import Guard, Input, Output, Plugin from dialogy.utils import normalize -import word2number as w2n +from word2number import w2n import re def clean_string(input_string): # Remove all instances of "." cleaned_string = input_string.replace(".", "") - - # Remove all instances of "it's" (case insensitive) cleaned_string = cleaned_string.replace("it's", "") - + # replace all instances of "for" with 4 (case insensitive) + cleaned_string = cleaned_string.replace("for", "4") return cleaned_string -def _class_6(trasncript): +def _class_6(transcript): """ input: transcript that looks like- " X Y" where X is a string of numbers with or without space. Y is string- which is a number written in words. description: let X be as is. Only if X exist, look for Y. then convert Y into numbers- numeric digits output: X (as is) Y(converted into numbers) """ + """ + logic: WILL ONLY HANDLE YY IN WORDS!, NOT YYYY + 1. regex pattern- + 2 groups- + 1st: numeric characters- with or without space; + 2nd: everything that follows it - alphanumeric characters + start_idx = starting index of group 1 + 2. let group 1 be as is + 3. transform group 2: + 1. only retain the part that is a word representation of some number. end_idx = last index of this word representation of number + 2. convert this word representation of number to numbers = words_converted_to_number + 4. new_substring = group 1 + words_converted_to_number + 5. replace the start_idx to last_idx part of the original string with new_substring + 6. return transformed string + """ + + # Regex pattern to capture numeric part and remaining words separately + pattern = re.compile(r'(\b\d+\s*\d*\b|\b\d+\b)(.*)', re.IGNORECASE) + + match = re.search(pattern, transcript) + + if match: + numeric_part = match.group(1) + remaining_words = match.group(2) or "" + try: + words_converted_to_number = str(w2n.word_to_num(remaining_words)) + if len(words_converted_to_number)<=2: + + # Construct the transformed substring + transformed_transcript = numeric_part + " " + words_converted_to_number + return transformed_transcript.strip() + except: + pass + return transcript # Return original transcript if no match def _class_5(transcript): """ input: transcript that looks like-"xx:yy " @@ -47,7 +80,7 @@ def _class_5(transcript): # Modifying the minutes based on the conditions if minutes == "00": - minutes = " " + minutes = "" elif minutes.startswith("0"): minutes = "" + minutes[1] @@ -68,11 +101,11 @@ def _transform_invalid_date(transcript): output: trasnformed transcript recognised by duckling as date (closest valid date) description: handling class 5 error """ - # transcript = _class_5(transcript) transcript = clean_string(transcript) transcript = _class_5(transcript) + transcript = _class_6(transcript) return transcript -import pdb + def get_transcripts_from_utterances(utterances, func_transcript): """ input: utterances = [ @@ -94,6 +127,9 @@ def get_transcripts_from_utterances(utterances, func_transcript): confidence = utterance.get('confidence') confidence = 0 if confidence is None else confidence # Ensure confidence is not None result = func_transcript(transcript) + if result==None: + result = "" + confidence = 0 if result in result_dict: result_dict[result] += confidence else: @@ -102,9 +138,6 @@ def get_transcripts_from_utterances(utterances, func_transcript): # Sort the result_dict based on confidence in descending order sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True)} transcripts = sorted(sorted_result, key=lambda x: sorted_result[x], reverse=True) - # print("transcripts = ", transcripts) - # Get the best transcript from the sorted result - # best_transcript = next(iter(sorted_result.keys()), []) return transcripts @@ -120,6 +153,7 @@ def get_dob(utterances) -> str: return [] else: # best_transcript = _format_date(utterances) + # print("transcripts = ", transcripts) transcripts = get_transcripts_from_utterances(utterances=utterances, func_transcript=_transform_invalid_date) # print("dob output:",transcripts) return transcripts From 94982ba647cc7f17192e9f69f16c2eaeaa05076b Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Wed, 3 Jan 2024 09:40:22 +0530 Subject: [PATCH 09/26] added word2number --- pyproject.toml | 1 + 1 file changed, 1 insertion(+) diff --git a/pyproject.toml b/pyproject.toml index d5d03e39..fadd2652 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -36,6 +36,7 @@ pydantic = "^1.10.2" aiohttp = "^3.8.4" nest-asyncio = "^1.5.6" transformers = "4.30.2" +word2number = "^1.1" [tool.poetry.dev-dependencies] pytest = "^7.3.1" From 1459a95f7ffb6fe710a2c83df773ea281253ea42 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Wed, 3 Jan 2024 09:41:45 +0530 Subject: [PATCH 10/26] added logs for when there is no response --- .../text/test_dob_plugin/duckling_api.py | 144 ++---------------- 1 file changed, 16 insertions(+), 128 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/duckling_api.py b/tests/plugin/text/test_dob_plugin/duckling_api.py index 79c0257c..c30c6c05 100644 --- a/tests/plugin/text/test_dob_plugin/duckling_api.py +++ b/tests/plugin/text/test_dob_plugin/duckling_api.py @@ -1,116 +1,3 @@ -# import requests -# import json - -# DUCKLING_HOST = "localhost:8000" - -# def create_duckling_payload( -# text: str, -# dimensions: list = [], -# reference_time=None, -# locale=" ", -# use_latent=False, -# timezone: str = "America/New_York" -# ): - -# payload = { -# "text": text, -# "locale": locale, -# "tz": timezone, -# "dims": json.dumps(dimensions), -# "reftime": reference_time, -# "latent": use_latent, -# } - -# return payload - - -# def get_entities_from_duckling(text, reftime, dimensions, locale, timezone): - -# headers = {"Content-Type": "application/x-www-form-urlencoded; charset=UTF-8"} - -# duckling_req_payload = create_duckling_payload( -# text=text, -# dimensions=dimensions, -# reference_time=reftime, -# locale=locale, -# use_latent=True, -# timezone=timezone, -# ) - -# response = requests.post( -# f"http://{DUCKLING_HOST}/parse", -# headers=headers, -# data=duckling_req_payload, -# ) -# return response - -# import datetime - -# dimensions = ["date"] -# text = "October 20th, 1960" -# reftime = int(datetime.datetime.now().timestamp() * 1000) # Use the current timestamp -# locale = "en_US" -# timezone = "America/New_York" - -# payload = create_duckling_payload(text, dimensions, reftime, locale, timezone) -# response = get_entities_from_duckling(text, reftime, dimensions, locale, timezone) -# print(response.text) -# # Now 'response' contains the entities extracted by Duckling -# import re - -# def _class_5(transcript): -# """ -# input: transcript that looks like-"xx:yy " -# description: replace ":" with " "; if yy = 00 or 0y: replace yy with " " or if 0y, replace 0 with "" -# output: xx yy -# """ -# # Using regular expressions to extract hours and minutes -# # match = re.match(r'\b(\d{1,2}):(\d{2})\b', transcript) - - -# # Your regex pattern -# pattern = re.compile(r'\b(\d{1,2}):(\d{2})\b') - -# match = pattern.search(transcript) -# # pattern = re.compile(r'\b(\d{1,2}):(\d{2})\b') -# # matches = pattern.findall(transcript) -# # print - -# if match: -# hours, minutes = match.groups() -# start_idx, hours_end = match.start(1), match.end(1) -# minutes_start, end_idx = match.start(2), match.end(2) - -# # # Removing leading zeros from hours and minutes -# # hours = str(int(hours)) -# # minutes = str(int(minutes)) - -# # Modifying the minutes based on the conditions -# if minutes == "00": -# minutes = " " -# elif minutes.startswith("0"): -# minutes = "" + minutes[1] - -# # Combining the modified hours and minutes -# result = hours + " " + minutes -# transformed_transcript = transcript[:start_idx] + result + transcript[end_idx:] -# return transformed_transcript - -# else: -# # Handle invalid input -# return "Invalid input format" - -# # example test cases -# case1 = "jefgljl 12:45 12:" -# case2 = "12:00" -# case3 = "12:09" -# case4 = "1:26" - -# print(_class_5(case1)) # Output: "12 45" -# print(_class_5(case2)) # Output: "12 " -# print(_class_5(case3)) # Output: "12 9" -# print(_class_5(case4)) # Output: "1 26" - import requests import json import datetime @@ -132,23 +19,24 @@ def get_entities_from_duckling(text): "reftime": reftime, "latent": True, } - response = requests.post( f"http://{DUCKLING_HOST}/parse", headers=headers, data=duckling_req_payload, ) - - # Parse the JSON response - json_response = json.loads(response.text) - - # Find the dictionary with 'dims' equal to 'time' or 'date' - for entry in json_response: - if entry.get('dim') in ['time', 'date']: - - # Access the 'value' of the first 'values' - json_response = entry.get('value', {}).get('values', [{}])[0].get('value') - - - return json_response - return "dim = time not found!" + if response: + # Parse the JSON response + json_response = json.loads(response.text) + + # Find the dictionary with 'dims' equal to 'time' or 'date' + for entry in json_response: + if entry.get('dim') in ['time', 'date']: + + # Access the 'value' of the first 'values' + json_response = entry.get('value', {}).get('values', [{}])[0].get('value') + + + return json_response + else: + print("empty duckling response for:",text) + return "dim = time not found!" \ No newline at end of file From b7ebcd7b5d3959f8cc83062b9ae859b30d8a4a9a Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Wed, 3 Jan 2024 09:43:13 +0530 Subject: [PATCH 11/26] added try-except block in checker to handle failures that involve empty transcripts --- .../text/test_dob_plugin/test_dob_plugin.py | 53 ++++--------------- 1 file changed, 11 insertions(+), 42 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py index 09bde6ec..6ada01ac 100644 --- a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py +++ b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py @@ -27,11 +27,15 @@ def checker(transcripts,expected): correctness = 0 for transcript in transcripts: - duckling_val_transcript = get_entities_from_duckling(transcript) - duckling_val_expected = get_entities_from_duckling(expected) - # print("duckling_val_transcript, duckling_val_expected: ", duckling_val_transcript, duckling_val_expected) - if duckling_val_transcript == duckling_val_expected: - correctness += 1 + try: + duckling_val_transcript = get_entities_from_duckling(transcript) + duckling_val_expected = get_entities_from_duckling(expected) + # print("duckling_val_transcript, duckling_val_expected: ", duckling_val_transcript, duckling_val_expected) + if duckling_val_transcript == duckling_val_expected: + correctness += 1 + except: + print("text is empty/invalid, refused by duckling") + pass return correctness def get_transcripts_from_utterances(utterances): @@ -102,6 +106,8 @@ async def test_dob_2(test_case) -> None: input_ = Input(utterances=test_case["utterances"]) correctness = checker(input_.transcripts,expected) input, _ = await workflow.run(input_) + print("input_ = ", input_.transcripts) + print("input = ", input.transcripts) dob_plugin_correctness = checker(input.transcripts, expected) # if dob_plugin_correctness None: train_df_ = await get_dob.transform(train_df) assert len(train_df) - len(train_df_) == 1 - - -# @pytest.mark.asyncio -# @pytest.mark.parametrize("test_case", [ -# { -# "utterances": [ -# {"confidence": 0.6564267, "transcript": "6 to 4:59"}, -# {"confidence": 0.65825063, "transcript": "6459"}, -# # Add more utterances as needed -# ], -# "expected": "6 to 4:59" -# }, -# { -# "utterances": [ -# {"confidence": 0.9128386, "transcript": "1576"}, -# ], -# "expected": "1576" -# }, -# { -# "utterances": [ -# {"confidence": 0.6454812, "transcript": "7 2763"}, -# {"confidence": 0.39310354, "transcript": "7th 2763"}, -# # Add more utterances as needed -# ], -# "expected": "7 2763" -# }, -# # Add more test cases as needed -# ]) -# async def test_dob_2(test_case) -> None: -# print("Running test case with expected:", test_case["expected"]) -# workflow = Workflow([get_dob]) -# input_ = Input(utterances=[test_case["utterances"]]) -# # expected = test_case["expected"] -# expected = get_best_transcript_from_utterances(utterances = [test_case["utterances"]]) -# input_, _ = await workflow.run(input_) - -# assert input_.best_transcript == expected From 73c8aa7868669dbddc4dfe4e82a0fe503a84d803 Mon Sep 17 00:00:00 2001 From: Manas Date: Wed, 3 Jan 2024 17:05:20 +0530 Subject: [PATCH 12/26] updated poetry.lock file --- poetry.lock | 3674 ++++++++++++++++++++++++++++----------------------- 1 file changed, 1991 insertions(+), 1683 deletions(-) diff --git a/poetry.lock b/poetry.lock index 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"jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] [metadata] lock-version = "2.0" python-versions = ">=3.8,<3.11" -content-hash = "27d75c25168089586652a88962a91fa1ac84836465fbe2a235af5cbe45fe8f17" +content-hash = "7b53ba383c109a3a7f0dfad184314d2444cf46fde6e28ad92323d799b6a741ab" From cfa62a762006b8caddad744c4c343f94ec2780b5 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Thu, 4 Jan 2024 14:39:28 +0530 Subject: [PATCH 13/26] added annotations for all functions, made _class6 return the transcript if match not found --- dialogy/plugins/text/dob_plugin/__init__.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 531b55e2..01288339 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -1,6 +1,9 @@ import json import traceback from typing import Any, List, Optional, Union, Dict +from typing import Any, Callable, List +from dialogy.types import Utterance + import pandas as pd from loguru import logger @@ -11,7 +14,7 @@ from dialogy.utils import normalize from word2number import w2n import re -def clean_string(input_string): +def clean_string(input_string: str) -> str: # Remove all instances of "." cleaned_string = input_string.replace(".", "") # Remove all instances of "it's" (case insensitive) @@ -20,7 +23,7 @@ def clean_string(input_string): cleaned_string = cleaned_string.replace("for", "4") return cleaned_string -def _class_6(transcript): +def _class_6(transcript: str) ->str: """ input: transcript that looks like- " X Y" where X is a string of numbers with or without space. Y is string- which is a number written in words. @@ -60,8 +63,8 @@ def _class_6(transcript): return transformed_transcript.strip() except: pass - return transcript # Return original transcript if no match -def _class_5(transcript): + return transcript # Return original transcript if no match +def _class_5(transcript: str) ->str: """ input: transcript that looks like-"xx:yy " description: replace ":" with " "; if yy = 00 or 0y: replace yy with " " or if 0y, replace 0 with "" @@ -94,7 +97,7 @@ def _class_5(transcript): return transcript -def _transform_invalid_date(transcript): +def _transform_invalid_date(transcript: str) -> str: """ input: transcripts that are responses for when the user is asked their dob for authentication and are not recognised as dates by duckling @@ -106,7 +109,7 @@ def _transform_invalid_date(transcript): transcript = _class_6(transcript) return transcript -def get_transcripts_from_utterances(utterances, func_transcript): +def get_transcripts_from_utterances(utterances: List[Utterance], func_transcript: Callable[[str], str]) -> List[str]: """ input: utterances = [ [{'transcript': '102998', 'confidence': None}, @@ -141,8 +144,7 @@ def get_transcripts_from_utterances(utterances, func_transcript): return transcripts - -def get_dob(utterances) -> str: +def get_dob(utterances: List[Utterance]) -> List[str]: try: # print("UTTERS:", utterances) transcripts = normalize(utterances) From 87f22955aa798f980e1b98d5a0e0582a142d4b22 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Thu, 4 Jan 2024 14:40:36 +0530 Subject: [PATCH 14/26] added function annotations --- tests/plugin/text/test_dob_plugin/test_dob_plugin.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py index 6ada01ac..7e9c8667 100644 --- a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py +++ b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py @@ -2,6 +2,9 @@ import pandas as pd import pytest +from typing import Any, List, Optional, Union, Dict +from typing import Any, Callable, List +from dialogy.types import Utterance from dialogy.base import Input from dialogy.plugins.registry import DOBPlugin @@ -18,7 +21,7 @@ Description: for each transcript, check if duckling(transcript)==duckling(expected) Output: true/false, %increase in correctness """ -def checker(transcripts,expected): +def checker(transcripts: List[str], expected: str) -> Union[int, None]: """ input: transcripts- a list of strings; expected- a string description: for each transcript, check if get_entities_from_duckling(transcript)==get_entities_from_duckling(expected), if yes correctness +=1 @@ -38,7 +41,7 @@ def checker(transcripts,expected): pass return correctness -def get_transcripts_from_utterances(utterances): +def get_transcripts_from_utterances(utterances: List[Utterance]) -> List[str]: """ input: utterances = [ [{'transcript': '102998', 'confidence': None}, @@ -91,7 +94,7 @@ async def test_dob_1() -> None: @pytest.mark.asyncio -@pytest.mark.parametrize("test_case", load_tests("cases_desc", __file__)) +@pytest.mark.parametrize("test_case", load_tests("cases_desc", __file__)) async def test_dob_2(test_case) -> None: try: if test_case["description"]: From 5b457ded4a3b766cdfee71b184c6b0940c9837b1 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Thu, 4 Jan 2024 15:51:50 +0530 Subject: [PATCH 15/26] added a filtering step (if v is not None) in sorted_result inside get_transcripts_from_utterances function to handle annotation type fail --- dialogy/plugins/text/dob_plugin/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 01288339..7425b802 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -139,7 +139,7 @@ def get_transcripts_from_utterances(utterances: List[Utterance], func_transcript result_dict[result] = confidence # Sort the result_dict based on confidence in descending order - sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True)} + sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True) if v is not None} transcripts = sorted(sorted_result, key=lambda x: sorted_result[x], reverse=True) return transcripts From 42ef00d760f0340e8282a00212cec5d814b5e32a Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Thu, 4 Jan 2024 15:59:57 +0530 Subject: [PATCH 16/26] added annotations for result_dict and transcripts inside function get_transcripts_from_utterances --- dialogy/plugins/text/dob_plugin/__init__.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 7425b802..5623773d 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -123,7 +123,9 @@ def get_transcripts_from_utterances(utterances: List[Utterance], func_transcript output: best_transcript, """ - result_dict = {} + result_dict: Dict[str, float] = {} + transcripts: List[str] = [] + for utterance_set in utterances: for utterance in utterance_set: transcript = utterance.get('transcript') From 5ad635a7f8573a2a019a4b80e92018d3fe745d5d Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Thu, 4 Jan 2024 16:08:21 +0530 Subject: [PATCH 17/26] modified annotations for result_dict inside function get_transcripts_from_utterances --- dialogy/plugins/text/dob_plugin/__init__.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 5623773d..32b7326e 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -123,9 +123,9 @@ def get_transcripts_from_utterances(utterances: List[Utterance], func_transcript output: best_transcript, """ - result_dict: Dict[str, float] = {} + result_dict: Dict[str, Any] = {} transcripts: List[str] = [] - + for utterance_set in utterances: for utterance in utterance_set: transcript = utterance.get('transcript') From 0118aeca34046638b61104e39b6e0fcd5780dbd0 Mon Sep 17 00:00:00 2001 From: Vivitsa Shankar Date: Thu, 4 Jan 2024 16:50:33 +0530 Subject: [PATCH 18/26] edited get_transcripts_from_utterances to fix type checker issues --- dialogy/plugins/text/dob_plugin/__init__.py | 85 ++++++++++++--------- 1 file changed, 50 insertions(+), 35 deletions(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 32b7326e..68cd2440 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -1,19 +1,19 @@ import json +import re import traceback -from typing import Any, List, Optional, Union, Dict -from typing import Any, Callable, List -from dialogy.types import Utterance - +from typing import Any, Callable, Dict, List, Optional, Union import pandas as pd from loguru import logger from tqdm import tqdm +from word2number import w2n import dialogy.constants as const from dialogy.base import Guard, Input, Output, Plugin +from dialogy.types import Utterance from dialogy.utils import normalize -from word2number import w2n -import re + + def clean_string(input_string: str) -> str: # Remove all instances of "." cleaned_string = input_string.replace(".", "") @@ -23,9 +23,10 @@ def clean_string(input_string: str) -> str: cleaned_string = cleaned_string.replace("for", "4") return cleaned_string -def _class_6(transcript: str) ->str: + +def _class_6(transcript: str) -> str: """ - input: transcript that looks like- " X Y" where X is a string of numbers with or without space. Y is string- which is a + input: transcript that looks like- " X Y" where X is a string of numbers with or without space. Y is string- which is a number written in words. description: let X be as is. Only if X exist, look for Y. then convert Y into numbers- numeric digits output: X (as is) Y(converted into numbers) @@ -47,7 +48,7 @@ def _class_6(transcript: str) ->str: """ # Regex pattern to capture numeric part and remaining words separately - pattern = re.compile(r'(\b\d+\s*\d*\b|\b\d+\b)(.*)', re.IGNORECASE) + pattern = re.compile(r"(\b\d+\s*\d*\b|\b\d+\b)(.*)", re.IGNORECASE) match = re.search(pattern, transcript) @@ -56,15 +57,17 @@ def _class_6(transcript: str) ->str: remaining_words = match.group(2) or "" try: words_converted_to_number = str(w2n.word_to_num(remaining_words)) - if len(words_converted_to_number)<=2: - - # Construct the transformed substring - transformed_transcript = numeric_part + " " + words_converted_to_number - return transformed_transcript.strip() + if len(words_converted_to_number) <= 2: + + # Construct the transformed substring + transformed_transcript = numeric_part + " " + words_converted_to_number + return transformed_transcript.strip() except: pass return transcript # Return original transcript if no match -def _class_5(transcript: str) ->str: + + +def _class_5(transcript: str) -> str: """ input: transcript that looks like-"xx:yy " description: replace ":" with " "; if yy = 00 or 0y: replace yy with " " or if 0y, replace 0 with "" @@ -72,7 +75,7 @@ def _class_5(transcript: str) ->str: """ # Your regex pattern - pattern = re.compile(r'\b(\d{1,2}):(\d{2})\b') + pattern = re.compile(r"\b(\d{1,2}):(\d{2})\b") match = pattern.search(transcript) @@ -86,7 +89,7 @@ def _class_5(transcript: str) ->str: minutes = "" elif minutes.startswith("0"): minutes = "" + minutes[1] - + # Combining the modified hours and minutes result = hours + " " + minutes transformed_transcript = transcript[:start_idx] + result + transcript[end_idx:] @@ -99,7 +102,7 @@ def _class_5(transcript: str) ->str: def _transform_invalid_date(transcript: str) -> str: """ - input: transcripts that are responses for when the user is asked their + input: transcripts that are responses for when the user is asked their dob for authentication and are not recognised as dates by duckling output: trasnformed transcript recognised by duckling as date (closest valid date) description: handling class 5 error @@ -109,18 +112,21 @@ def _transform_invalid_date(transcript: str) -> str: transcript = _class_6(transcript) return transcript -def get_transcripts_from_utterances(utterances: List[Utterance], func_transcript: Callable[[str], str]) -> List[str]: + +def get_transcripts_from_utterances( + utterances: List[Utterance], func_transcript: Callable[[str], str] +) -> List[str]: """ input: utterances = [ - [{'transcript': '102998', 'confidence': None}, - {'transcript': '10 29 98', 'confidence': None}, + [{'transcript': '102998', 'confidence': None}, + {'transcript': '10 29 98', 'confidence': None}, {'transcript': '1029 niniety eight', 'confidence': None}] ] - description: access each transcript, confidence score pair, get - the result of ; - get a dictionary containing all results; + description: access each transcript, confidence score pair, get + the result of ; + get a dictionary containing all results; order this dictionary in decreasing order of confidence score - output: + output: best_transcript, """ result_dict: Dict[str, Any] = {} @@ -128,11 +134,14 @@ def get_transcripts_from_utterances(utterances: List[Utterance], func_transcript for utterance_set in utterances: for utterance in utterance_set: - transcript = utterance.get('transcript') - confidence = utterance.get('confidence') - confidence = 0 if confidence is None else confidence # Ensure confidence is not None - result = func_transcript(transcript) - if result==None: + transcript = utterance.get("transcript", "") + confidence = utterance.get("confidence", 0) + + confidence = ( + 0 if confidence is None else confidence + ) # Ensure confidence is not None + result = func_transcript(str(transcript)) + if result == None: result = "" confidence = 0 if result in result_dict: @@ -141,11 +150,16 @@ def get_transcripts_from_utterances(utterances: List[Utterance], func_transcript result_dict[result] = confidence # Sort the result_dict based on confidence in descending order - sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True) if v is not None} + sorted_result = { + k: v + for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True) + if v is not None + } transcripts = sorted(sorted_result, key=lambda x: sorted_result[x], reverse=True) return transcripts + def get_dob(utterances: List[Utterance]) -> List[str]: try: # print("UTTERS:", utterances) @@ -158,7 +172,9 @@ def get_dob(utterances: List[Utterance]) -> List[str]: else: # best_transcript = _format_date(utterances) # print("transcripts = ", transcripts) - transcripts = get_transcripts_from_utterances(utterances=utterances, func_transcript=_transform_invalid_date) + transcripts = get_transcripts_from_utterances( + utterances=utterances, func_transcript=_transform_invalid_date + ) # print("dob output:",transcripts) return transcripts except TypeError as type_error: @@ -166,7 +182,6 @@ def get_dob(utterances: List[Utterance]) -> List[str]: class DOBPlugin(Plugin): - def __init__( self, input_column: str = const.ALTERNATIVES, @@ -175,7 +190,7 @@ def __init__( dest: Optional[str] = None, guards: Optional[List[Guard]] = None, debug: bool = False, - **kwargs: Any + **kwargs: Any, ) -> None: super().__init__( dest=dest, @@ -184,7 +199,7 @@ def __init__( output_column=output_column, use_transform=use_transform, debug=debug, - **kwargs + **kwargs, ) async def utility(self, input: Input, _: Output) -> Any: From 6cc1c6495d3cb885cfe7b1361bd8fe75d937345f Mon Sep 17 00:00:00 2001 From: vivitsaS Date: Mon, 8 Jan 2024 20:19:07 +0530 Subject: [PATCH 19/26] modified class 4 function --- dialogy/plugins/text/dob_plugin/__init__.py | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 68cd2440..0ca29ad8 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -14,13 +14,19 @@ from dialogy.utils import normalize -def clean_string(input_string: str) -> str: +def _class_4(input_string: str) -> str: + """ + cleaining + """ # Remove all instances of "." - cleaned_string = input_string.replace(".", "") + cleaned_string = input_string.replace(".", " ") # Remove all instances of "it's" (case insensitive) - cleaned_string = cleaned_string.replace("it's", "") + cleaned_string = cleaned_string.replace("it's", " ") # replace all instances of "for" with 4 (case insensitive) cleaned_string = cleaned_string.replace("for", "4") + # replace all instances of "-" with " " (case insensitive) + cleaned_string = cleaned_string.replace("_", " ") + cleaned_string = cleaned_string.strip() return cleaned_string @@ -107,7 +113,7 @@ def _transform_invalid_date(transcript: str) -> str: output: trasnformed transcript recognised by duckling as date (closest valid date) description: handling class 5 error """ - transcript = clean_string(transcript) + transcript = _class_4(transcript) transcript = _class_5(transcript) transcript = _class_6(transcript) return transcript From f0e6c8a8f6bd12b87fc7c293b52892edac81bb66 Mon Sep 17 00:00:00 2001 From: vivitsaS Date: Mon, 8 Jan 2024 20:20:16 +0530 Subject: [PATCH 20/26] wrote unit test cases --- .../text/test_dob_plugin/test_cases.yaml | 609 ++---------------- 1 file changed, 68 insertions(+), 541 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/test_cases.yaml b/tests/plugin/text/test_dob_plugin/test_cases.yaml index 5acc118f..e6062c63 100644 --- a/tests/plugin/text/test_dob_plugin/test_cases.yaml +++ b/tests/plugin/text/test_dob_plugin/test_cases.yaml @@ -1,4 +1,58 @@ -- utterances: +- function: transform_invalid_transcript + description: "error classes: 5" + transcript: "6 to 4:59" + expected: "6 to 4 59" + +- function: transform_invalid_transcript + description: "error classes: 4" + transcript: "12.34-it's" + expected: "12 34 it's" + +- function: transform_invalid_transcript + description: "error classes: 4" + transcript: "6 for 59" + expected: "6 4 59" + +- function: transform_invalid_transcript + description: "error classes: 4, 5" + transcript: "7:27. 6:33" + expected: "7 27 6 33" + +- function: transform_invalid_transcript + description: "error classes: 4, 5" + transcript: "it's 3:10 1960" + expected: "3 10 1960" + +- function: transform_invalid_transcript + description: "error classes: -" + transcript: "1215 96" + expected: "1215 96" + +- function: transform_invalid_transcript + description: "error classes: 5" + transcript: "12 12:00 72" + expected: "12 12 72" + +- function: transform_invalid_transcript + description: "error classes: 5" + transcript: "12:06 96" + expected: "12 6 96" + +- function: transform_invalid_transcript + description: "error classes: 5" + transcript: "4th 85" + expected: "4 85" + +- function: transform_invalid_transcript + description: "error classes: 5" + transcript: "4 for 85" + expected: "4 4 85" + + + +- function: get_transcripts_from_utterances + description: "sorted on confidence" + utterances: - - confidence: 0.6564267 transcript: "6 to 4:59" @@ -20,543 +74,16 @@ transcript: "64 59" - confidence: 0.44438317 transcript: "6 for fifty-nine" - expected: "6 to 4:59" - description: "call 1, id: I266498697, error_category: " - -- utterances: - - - - confidence: 0.6564267 - transcript: "6 to 4:59" - - confidence: 0.65825063 - transcript: "6459" - - confidence: 0.7236573 - transcript: "6:59" - - confidence: 0.7435373 - transcript: "6th 4:59" - - confidence: 0.42740962 - transcript: "6 for 59" - - confidence: 0.62294835 - transcript: "6 or 4:59" - - confidence: 0.5137664 - transcript: "6 459" - - confidence: 0.44438317 - transcript: "6 4:50 9" - - confidence: 0.37032515 - transcript: "64 59" - - confidence: 0.44438317 - transcript: "6 for fifty-nine" - expected: "6:59" - description: "call 2, id: I275609977, error_category: " - -- utterances: - - - - confidence: 0.9128386 - transcript: "1576" - expected: "1576" - description: "call 3, id: O10830309453, error_category: " - -- utterances: - - - - confidence: 0.6454812 - transcript: "7 2763" - - confidence: 0.39310354 - transcript: "7th 2763" - - confidence: 0.36840641 - transcript: "7:20 763" - - confidence: 0.36022073 - transcript: "7:27 63" - - confidence: 0.37189767 - transcript: "7:27. 6 to 3" - - confidence: 0.36332303 - transcript: "7:27. 63" - - confidence: 0.36600232 - transcript: "7:27 to 6:33" - - confidence: 0.37127718 - transcript: "7:27 to 6 to 3" - - confidence: 0.36204123 - transcript: "7:20 seven sixty-three" - - confidence: 0.3695277 - transcript: "727 63" - expected: "July 27th 1960" - description: "call 4, id: O10830646109, error_category:" - -- utterances: - - - - confidence: 0.9122844 - transcript: "July 27th 1960" - - confidence: 0.5956998 - transcript: "July 27th nineteen 6" - - confidence: 0.7403251 - transcript: "July 27th nineteen sixty" - - confidence: 0.5970477 - transcript: "July twenty seventh nineteen sixty" - - confidence: 0.5873656 - transcript: "July twenty seventh nineteen 6" - - confidence: 0.7395463 - transcript: "July the 27th 1960" - - confidence: 0.59013546 - transcript: "July twenty-seventh nineteen sixty" - expected: "July 27th 1960" - description: "call 4, id: O10830646109, error_category:" - -- utterances: - - - - confidence: 0.54951096 - transcript: "1212 72" - - confidence: 0.5891804 - transcript: "12:12 is 72" - - confidence: 0.5092191 - transcript: "12:12 to 72" - - confidence: 0.47724038 - transcript: "12 12:00 is 72" - - confidence: 0.62284434 - transcript: "12:12 72" - - confidence: 0.48582697 - transcript: "12 12:00 72" - - confidence: 0.5595205 - transcript: "1212 is 72" - - confidence: 0.5399843 - transcript: "12:12 is seventy-two" - - confidence: 0.5087993 - transcript: "12 1272" - - confidence: 0.5312013 - transcript: "1212 and 72" - expected: "December 12th 1972" - description: "call 5, id: O10854145401, error_category:" - -- utterances: - - - - confidence: 0.9128385 - transcript: "December 12th 1972" - - confidence: 0.6221639 - transcript: "December 12th nineteen seventy two" - - confidence: 0.5165949 - transcript: "December 12th nineteen seventy-two" - - confidence: 0.5337697 - transcript: "December twelfth nineteen seventy two" - - confidence: 0.4189055 - transcript: "December twelfth nineteen seventy-two" - - confidence: 0.7045402 - transcript: "December twelfth 1972" - expected: "December 12th 1972" - description: "call 5, id: O10854145401, error_category:" - -- utterances: - - - - confidence: 0.7422427 - transcript: "1212 72" - - confidence: 0.6226069 - transcript: "12:12 to 72" - - confidence: 0.39931288 - transcript: "12 to 12:32" - - confidence: 0.5041511 - transcript: "1212 to 72" - - confidence: 0.47186333 - transcript: "1212. 72" - - confidence: 0.5665432 - transcript: "1212 $72" - - confidence: 0.41034815 - transcript: "12 12:00 72" - - confidence: 0.46337035 - transcript: "12 1272" - - confidence: 0.5801449 - transcript: "12:12. 72" - - confidence: 0.68844926 - transcript: "12:12 72" - expected: "December 12th 1972" - description: "call 5, id: O10854145401, error_category:" - -- utterances: - - - - confidence: 0.86378163 - transcript: "4:45" - - confidence: 0.751487 - transcript: "4th 85" - - confidence: 0.56624573 - transcript: "4 for the 85" - - confidence: 0.56624573 - transcript: "4 for a 85" - - confidence: 0.375 - transcript: "485" - - confidence: 0.5542795 - transcript: "on 4th 85" - - confidence: 0.56624573 - transcript: "4 for an 85" - - confidence: 0.6426135 - transcript: "4 for 85" - - confidence: 0.5617315 - transcript: "4 or 4:35" - - confidence: 0.375 - transcript: "on 485" - expected: "485" - description: "call 6, id: O10854283846, error_category:" - -- utterances: - - - - confidence: 0.9128386 - transcript: "61257" - - confidence: 0.9128386 - transcript: "6125 seven" - - confidence: 0.375 - transcript: "6125 7" - - confidence: 0.375 - transcript: "612 57" - - confidence: 0.375 - transcript: "6 1 2 5 7" - expected: "61257" - description: "call 7, id: O10945174938, error_category:" - -- utterances: - - - - confidence: 0.6770064 - transcript: "3 to 76" - - confidence: 0.6036487 - transcript: "3 to 7 to 6" - - confidence: 0.5948184 - transcript: "3 to 7:36" - - confidence: 0.375 - transcript: "3276" - - confidence: 0.54370093 - transcript: "3 276" - - confidence: 0.55042934 - transcript: "3 to 7. 6" - - confidence: 0.6471291 - transcript: "3 to Seventy-Six" - - confidence: 0.5608109 - transcript: "3 to 270 6" - - confidence: 0.6479101 - transcript: "3 to 76." - - confidence: 0.5608109 - transcript: "3 to 70 6" - expected: "3276" - description: "call 7, id: O10945174938, error_category:" - -- utterances: - - - - confidence: 0.47632036 - transcript: "7:29 1990" - - confidence: 0.44110787 - transcript: "729-9090" - - confidence: 0.4213582 - transcript: "79 nineteen ninety" - - confidence: 0.39615512 - transcript: "7th 2019 9th" - - confidence: 0.43880254 - transcript: "7th 2990" - - confidence: 0.40152285 - transcript: "7:20 9 99 cent" - - confidence: 0.39879423 - transcript: "7 29 99 cent" - - confidence: 0.46817553 - transcript: "7:29 99th" - - confidence: 0.42997542 - transcript: "7:29 99 cent" - - confidence: 0.3934703 - transcript: "7th 29 99 cent" - expected: "729 1990" - description: "call 8, id: O10949637986, error_category:" - -- utterances: - - - - confidence: 0.013324062 - transcript: "5290" - - confidence: 0.14356692 - transcript: "5:29" - expected: "5290" - description: "call 8, id: O10949637986, error_category:" - -- utterances: - - - - confidence: 0.5503342 - transcript: "6th 1278" - - confidence: 0.41715455 - transcript: "6 2078" - - confidence: 0.43887377 - transcript: "6th 2070 8" - - confidence: 0.46879363 - transcript: "6th 2078" - - confidence: 0.38831332 - transcript: "6 to oh seventy-eight" - - confidence: 0.46021625 - transcript: "6 1278" - - confidence: 0.4284574 - transcript: "6th 2070 a" - - confidence: 0.39916015 - transcript: "6 12:00 78" - - confidence: 0.375 - transcript: "6:07" - - confidence: 0.4391328 - transcript: "6th 2070 8th" - expected: "62078" - description: "call 9, id: O10951948585, error_category:" - -- utterances: - - - - confidence: 0.71429694 - transcript: "1116 48" - - confidence: 0.4608461 - transcript: "11 1648" - - confidence: 0.54803085 - transcript: "1116 48th" - - confidence: 0.7184105 - transcript: "11:16 48" - - confidence: 0.54803085 - transcript: "1116 Forty-Eight" - - confidence: 0.5521444 - transcript: "11:16 48th" - - confidence: 0.5521444 - transcript: "11:16 Forty-Eight" - - confidence: 0.49309626 - transcript: "11:16 forty eight" - - confidence: 0.54803085 - transcript: "1116 488" - expected: "1116 48" - description: "call 10, id: O10957594915, error_category:" - -- utterances: - - - - confidence: 0.661171 - transcript: "8469" - - confidence: 0.3945848 - transcript: "8 for 69" - - confidence: 0.5182074 - transcript: "84 69" - - confidence: 0.46069714 - transcript: "8 469" - - confidence: 0.46590602 - transcript: "84 or 69" - - confidence: 0.40705696 - transcript: "May 8th for 69" - - confidence: 0.5525972 - transcript: "8 for sixty nine" - - confidence: 0.46697605 - transcript: "8 for 6:39" - - confidence: 0.36379066 - transcript: "08 for 69" - - confidence: 0.39472976 - transcript: "8 for 60 9" - expected: "8469" - description: "call 11, id: O10962323127, error_category:" - -- utterances: - - - - confidence: 0.60194904 - transcript: "10:26 to 6" - - confidence: 0.90481335 - transcript: "1026" - - confidence: 0.90481335 - transcript: "10:26" - - confidence: 0.63990664 - transcript: "1026 T6" - - confidence: 0.6439193 - transcript: "10:20 66" - - confidence: 0.4198199 - transcript: "10th 2066" - - confidence: 0.90481335 - transcript: "1026 6" - - confidence: 0.6439193 - transcript: "1020 $66" - - confidence: 0.57677674 - transcript: "10:26 to 6." - - confidence: 0.6439193 - transcript: "1020 66" - expected: "1026" - description: "call 12, id: O10964558225, error_category:" - -- utterances: - - - - confidence: 0.46652526 - transcript: "1026 T6" - - confidence: 0.54813075 - transcript: "10:20 66" - - confidence: 0.4576525 - transcript: "10 2066" - - confidence: 0.54542094 - transcript: "1020 66" - - confidence: 0.5505544 - transcript: "10:20 sixty-six" - - confidence: 0.54892546 - transcript: "1020 66th" - - confidence: 0.37233654 - transcript: "n 2066" - - confidence: 0.54892546 - transcript: "1020 sixty-six" - - confidence: 0.5505544 - transcript: "10:20 66th" - - confidence: 0.4904205 - transcript: "10:20 sixty six" - expected: "1020" - description: "call 12, id: O10964558225, error_category:" - -- utterances: - - - - confidence: 0.8917927 - transcript: "October 20th 1960" - - confidence: 0.5253096 - transcript: "October 20th nineteen 6" - - confidence: 0.64947116 - transcript: "October 20th nineteen sixty" - - confidence: 0.4186621 - transcript: "October twentieth nineteen 6" - - confidence: 0.3 - transcript: "October twentieth nineteen sixty" - - confidence: 0.52991045 - transcript: "October 20th nineteen six" - - confidence: 0.4232629 - transcript: "October twentieth nineteen six" - - confidence: 0.66398025 - transcript: "October twentieth 1960" - expected: "October 20th, 1960" - description: "call 12, id: O10964558225, error_category:" - -- utterances: - - - - confidence: 0.63681567 - transcript: "5173" - - confidence: 0.37027207 - transcript: "5 1 7 3" - - confidence: 0.375 - transcript: "517 3" - - confidence: 0.43302935 - transcript: "5 173" - - confidence: 0.40401468 - transcript: "5 17 3" - - confidence: 0.39240882 - transcript: "5 one seven 3" - - confidence: 0.3849479 - transcript: "5 One 7 to 3" - expected: "5173" - description: "call 13, id: O10974289217, error_category:" - -- utterances: - - - - confidence: 0.80872846 - transcript: "6:28" - - confidence: 0.5990994 - transcript: "6th 2098" - - confidence: 0.69738317 - transcript: "6:20 98" - - confidence: 0.6439193 - transcript: "6098" - expected: "628" - description: "call 14, id: O10974913596, error_category:" - -- utterances: - - - - confidence: 0.7583141 - transcript: "1:20 for 1992" - - confidence: 0.73677015 - transcript: "1:24 1992" - - confidence: 0.7009103 - transcript: "1:24. 1992" - - confidence: 0.68460345 - transcript: "1 24 1992" - - confidence: 0.62919056 - transcript: "124 1992" - - confidence: 0.7087341 - transcript: "1:20 for 1992." - - confidence: 0.678026 - transcript: "1:20 for a 1992" - - confidence: 0.6962385 - transcript: "1:20 4 1992" - - confidence: 0.60957426 - transcript: "1:20 for 992" - - confidence: 0.6161801 - transcript: "1:24 or 1992" - expected: "1:20 for 1992" - description: "call 15, id: O10975075455, error_category:" - -- utterances: - - - - confidence: 0.79604435 - transcript: "24th 1992 1:20" - - confidence: 0.71225655 - transcript: "24th 1990 to 1:20" - - confidence: 0.7704174 - transcript: "24th June 1992 1:20" - - confidence: 0.64480525 - transcript: "24th nineteen ninety to 1:20" - - confidence: 0.5546568 - transcript: "2014 nineteen ninety to 1:20" - - confidence: 0.6990196 - transcript: "24th nineteen ninety two 1:20" - - confidence: 0.55613166 - transcript: "2014 nineteen ninety two 1:20" - - confidence: 0.60154206 - transcript: "24th nineteen ninety-two 1:20" - - confidence: 0.8116609 - transcript: "24th 1992" - - confidence: 0.47245285 - transcript: "2014 nineteen ninety-two 1:20" - expected: "24th, 1992, 1:20" - description: "call 15, id: O10975075455, error_category:" - -- utterances: - - - - confidence: 0.71024805 - transcript: "it's 12:00 1936" - - confidence: 0.6879978 - transcript: "it's 12 1936" - - confidence: 0.6273291 - transcript: "it's 12:00 and 1936" - - confidence: 0.5542795 - transcript: "it's 1219 36" - - confidence: 0.6777052 - transcript: "it's twelve 1936" - - confidence: 0.5094596 - transcript: "it's twelve nineteen thirty-six" - - confidence: 0.5542795 - transcript: "it's 1219 thirty-six" - - confidence: 0.5542795 - transcript: "it's 1219. 36" - - confidence: 0.5542795 - transcript: "it's 1219 36." - - confidence: 0.7364886 - transcript: "it's 12 and 1936" - expected: "It's 12:19, 1936" - description: "call 15, id: O10975075455, error_category:" - -- utterances: - - - - confidence: 0.71024805 - transcript: "it's 12:00 1936" - - confidence: 0.6879978 - transcript: "it's 12 1936" - - confidence: 0.6273291 - transcript: "it's 12:00 and 1936" - - confidence: 0.5542795 - transcript: "it's 1219 36" - - confidence: 0.6777052 - transcript: "it's twelve 1936" - - confidence: 0.5094596 - transcript: "it's twelve nineteen thirty-six" - - confidence: 0.5542795 - transcript: "it's 1219 thirty-six" - - confidence: 0.5542795 - transcript: "it's 1219. 36" - - confidence: 0.5542795 - transcript: "it's 1219 36." - - confidence: 0.7364886 - transcript: "it's 12 and 1936" - expected: "12:00 1936" - description: "call 16, id: O10975094075, error_category:" - -- utterances: - - - - confidence: 0.91283864 - transcript: "December 19th" - - confidence: 0 - transcript: "December nineteenth" - expected: "December 19th" - description: "call 16, id: O10975094075, error_category:" - -- utterances: - - - - confidence: 0.9128386 - transcript: "5:43" - - confidence: 0.375 - transcript: "5453" - - confidence: 0.46463975 - transcript: "5 for 63" - expected: "5:43" - description: "call 17, id: O10975379688, error_category:" \ No newline at end of file + expected: + - + - "6th 4:59" + - "6:59" + - "6459" + - "6 to 4:59" + - "6 or 4:59" + - "6 459" + - "6 4:50 9" + - "6 for fifty-nine" + - "6 for 59" + - "64 59" + From d4eefb7dfffb9e22cdc5f90292829f118d64b441 Mon Sep 17 00:00:00 2001 From: vivitsaS Date: Mon, 8 Jan 2024 20:20:36 +0530 Subject: [PATCH 21/26] wrote unit test functions --- .../text/test_dob_plugin/test_dob_plugin.py | 135 ++++-------------- 1 file changed, 24 insertions(+), 111 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py index 7e9c8667..438d62bc 100644 --- a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py +++ b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py @@ -7,132 +7,45 @@ from dialogy.types import Utterance from dialogy.base import Input +from dialogy.plugins.text.dob_plugin import _transform_invalid_date, get_transcripts_from_utterances from dialogy.plugins.registry import DOBPlugin from dialogy.workflow import Workflow from tests import load_tests, MockResponse -from tests.plugin.text.test_dob_plugin.duckling_api import get_entities_from_duckling +# from tests.plugin.text.test_dob_plugin.duckling_api import get_entities_from_duckling get_dob = DOBPlugin( dest="input.transcripts", use_transform=True, input_column="data" ) -""" -Checker function in test: -input: expected, all transcripts -Description: for each transcript, check if duckling(transcript)==duckling(expected) -Output: true/false, %increase in correctness -""" -def checker(transcripts: List[str], expected: str) -> Union[int, None]: - """ - input: transcripts- a list of strings; expected- a string - description: for each transcript, check if get_entities_from_duckling(transcript)==get_entities_from_duckling(expected), if yes correctness +=1 - return "correctness" - """ - correctness = 0 - - for transcript in transcripts: - try: - duckling_val_transcript = get_entities_from_duckling(transcript) - duckling_val_expected = get_entities_from_duckling(expected) - # print("duckling_val_transcript, duckling_val_expected: ", duckling_val_transcript, duckling_val_expected) - if duckling_val_transcript == duckling_val_expected: - correctness += 1 - except: - print("text is empty/invalid, refused by duckling") - pass - - return correctness -def get_transcripts_from_utterances(utterances: List[Utterance]) -> List[str]: - """ - input: utterances = [ - [{'transcript': '102998', 'confidence': None}, - {'transcript': '10 29 98', 'confidence': None}, - {'transcript': '1029 niniety eight', 'confidence': None}] - ] - description: access each transcript, confidence score pair, get - the result of ; - get a dictionary containing all results; - order this dictionary in decreasing order of confidence score - output: - best_transcript - """ - result_dict = {} - for utterance_set in utterances: - for utterance in utterance_set: - transcript = utterance.get('transcript') - confidence = utterance.get('confidence') - confidence = 0 if confidence is None else confidence # Ensure confidence is not None - result = transcript - if result in result_dict: - result_dict[result] += confidence - else: - result_dict[result] = confidence - - # Sort the result_dict based on confidence in descending order - sorted_result = {k: v for k, v in sorted(result_dict.items(), key=lambda item: item[1], reverse=True)} - transcripts = sorted(sorted_result, key=lambda x: sorted_result[x], reverse=True) - - # Get the best transcript from the sorted result - # best_transcript = next(iter(sorted_result.keys()), []) - - return transcripts @pytest.mark.asyncio -async def test_dob_1() -> None: - print("test 1: This case shows the best transcript in case there is only one option.") +@pytest.mark.parametrize("test_case", load_tests("cases", __file__)) +async def test_transform_invalid_date(test_case) -> None: """ - This case shows the best transcript in case there is only one option. + These test cases cover different scenarios: + - A valid transcript with no transformation needed. + - Class 5 transformation scenario (hours and minutes). + - Class 6 transformation scenario (numeric and word representation). + - Combined transformations from both Class 5 and Class 6. """ - - workflow = Workflow([get_dob]) - input_ = Input(utterances=[[{"transcript": "1029 98", "confidence": None}]]) - # correctness = checker(input_.transcripts,) - # replace this "best" with "expected" - best = input_.best_transcript - input_, _ = await workflow.run(input_) - assert input_.best_transcript == best - - + try: + if test_case["function"]=="transform_invalid_transcript": + print("testing function:",test_case["function"]) + print("description:",test_case["description"]) + result = await _transform_invalid_date(test_case["transcript"]) + assert result == test_case["expected"] + except: + pass @pytest.mark.asyncio -@pytest.mark.parametrize("test_case", load_tests("cases_desc", __file__)) -async def test_dob_2(test_case) -> None: +@pytest.mark.parametrize("test_case", load_tests("cases", __file__)) +async def test_get_transcripts_from_utterances(test_case) -> None: try: - if test_case["description"]: - print("test_case description:",test_case["description"]) + if test_case["function"]=="get_transcripts_from_utterances": + print("testing function:",test_case["function"]) + print("description:",test_case["description"]) + result = await get_transcripts_from_utterances(test_case["utterances"]) + assert result == test_case["expected"] except: pass - expected = test_case["expected"] - if expected != "-": - - workflow = Workflow([get_dob]) - input_ = Input(utterances=test_case["utterances"]) - correctness = checker(input_.transcripts,expected) - input, _ = await workflow.run(input_) - print("input_ = ", input_.transcripts) - print("input = ", input.transcripts) - dob_plugin_correctness = checker(input.transcripts, expected) - # if dob_plugin_correctness correctness - - else: - print("expected not defined") - - - -@pytest.mark.asyncio -async def test_invalid_data() -> None: - print("test 3") - train_df = pd.DataFrame( - [ - {"data": json.dumps([[{"transcript": "yes"}]])}, - {"data": json.dumps({})}, - ] - ) - train_df_ = await get_dob.transform(train_df) - assert len(train_df) - len(train_df_) == 1 From 2b3538f0ad72ef844a9bafe622dd496df483355b Mon Sep 17 00:00:00 2001 From: vivitsaS Date: Tue, 9 Jan 2024 15:46:29 +0530 Subject: [PATCH 22/26] handling more variations of class4 and class7_1 --- dialogy/plugins/text/dob_plugin/__init__.py | 43 ++++++++++++++++++--- 1 file changed, 38 insertions(+), 5 deletions(-) diff --git a/dialogy/plugins/text/dob_plugin/__init__.py b/dialogy/plugins/text/dob_plugin/__init__.py index 0ca29ad8..40157fbb 100644 --- a/dialogy/plugins/text/dob_plugin/__init__.py +++ b/dialogy/plugins/text/dob_plugin/__init__.py @@ -13,6 +13,34 @@ from dialogy.types import Utterance from dialogy.utils import normalize +def _post_processing_clean(transformed_transcript: str) -> str: + transformed_transcript = transformed_transcript.strip() + if " "in transformed_transcript: + transformed_transcript = transformed_transcript.replace(" ", " ") + return transformed_transcript + +def _class_7_1(transcript: str) -> str: + """ + replace all instances that look like this: + <1 or 2 digit number><4 digit number> with + <1 or 2 digit number><2 digit number><2 digit number> + """ + try: + pattern = r'^\b(\d{1,2})\s(\d{2})(\d{2})\b$' + match = re.search(pattern, transcript) + if match: + # Access matching groups using group() or groups() + full_match = match.group(0) + print("groups = ",match.group(1), match.group(2), match.group(3)) + initial = match.group(1) + two_digit_number_1 = match.group(2) + two_digit_number_2 = match.group(3) + split_four_into_2_two_digit_numbers = initial+" "+two_digit_number_1+" "+two_digit_number_2 + return _post_processing_clean(split_four_into_2_two_digit_numbers) + else: + return transcript + except: + return transcript def _class_4(input_string: str) -> str: """ @@ -25,8 +53,12 @@ def _class_4(input_string: str) -> str: # replace all instances of "for" with 4 (case insensitive) cleaned_string = cleaned_string.replace("for", "4") # replace all instances of "-" with " " (case insensitive) - cleaned_string = cleaned_string.replace("_", " ") - cleaned_string = cleaned_string.strip() + cleaned_string = cleaned_string.replace("-", " ") + # replace all instances of "st/nd/rd/th" with "" (case insensitive) + cleaned_string = re.sub(r'(\d+)(?:st|nd|rd|th)', r'\1', cleaned_string) + + + cleaned_string = _post_processing_clean(cleaned_string) return cleaned_string @@ -67,7 +99,7 @@ def _class_6(transcript: str) -> str: # Construct the transformed substring transformed_transcript = numeric_part + " " + words_converted_to_number - return transformed_transcript.strip() + return _post_processing_clean(transformed_transcript) except: pass return transcript # Return original transcript if no match @@ -99,7 +131,7 @@ def _class_5(transcript: str) -> str: # Combining the modified hours and minutes result = hours + " " + minutes transformed_transcript = transcript[:start_idx] + result + transcript[end_idx:] - return transformed_transcript + return _post_processing_clean(transformed_transcript) else: # Handle invalid input @@ -115,7 +147,8 @@ def _transform_invalid_date(transcript: str) -> str: """ transcript = _class_4(transcript) transcript = _class_5(transcript) - transcript = _class_6(transcript) + transcript = _class_6(transcript) + transcript = _class_7_1(transcript) return transcript From 65da169ff24a1207025f5bd49d633af448287a9b Mon Sep 17 00:00:00 2001 From: vivitsaS Date: Tue, 9 Jan 2024 15:48:38 +0530 Subject: [PATCH 23/26] annotated test cases that fall in error class 7 --- .../text/test_dob_plugin/test_cases_desc.yaml | 104 +----------------- 1 file changed, 3 insertions(+), 101 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/test_cases_desc.yaml b/tests/plugin/text/test_dob_plugin/test_cases_desc.yaml index 95310db6..6daf2384 100644 --- a/tests/plugin/text/test_dob_plugin/test_cases_desc.yaml +++ b/tests/plugin/text/test_dob_plugin/test_cases_desc.yaml @@ -48,13 +48,6 @@ expected: "6 4 59" description: "call 2, id: I275609977, error_category: 3, 6 " -- utterances: - - - - confidence: 0.9128386 - transcript: "1576" - expected: "-" - description: "call 3, id: O10830309453, error_category: 1" - - utterances: - - confidence: 0.6454812 @@ -78,7 +71,7 @@ - confidence: 0.3695277 transcript: "727 63" expected: "July 27th 1963" - description: "call 4, id: O10830646109, error_category: 3" + description: "call 4, id: O10830646109, error_category: 3, 7" - utterances: - @@ -191,21 +184,6 @@ expected: "4 4 85" description: "call 6, id: O10854283846, error_category: 3" -- utterances: - - - - confidence: 0.9128386 - transcript: "61257" - - confidence: 0.9128386 - transcript: "6125 seven" - - confidence: 0.375 - transcript: "6125 7" - - confidence: 0.375 - transcript: "612 57" - - confidence: 0.375 - transcript: "6 1 2 5 7" - expected: "-" - description: "call 7, id: O10945174938, error_category: 1, 3" - - utterances: - - confidence: 0.6770064 @@ -256,15 +234,6 @@ expected: "7 29 1990" description: "call 8, id: O10949637986, error_category: 6" -- utterances: - - - - confidence: 0.013324062 - transcript: "5290" - - confidence: 0.14356692 - transcript: "5:29" - expected: "-" - description: "call 8, id: O10949637986, error_category: 1" - - utterances: - - confidence: 0.5503342 @@ -378,7 +347,7 @@ - confidence: 0.54892546 transcript: "1020 66th" - confidence: 0.37233654 - transcript: "n 2066" + transcript: "ten 2066" - confidence: 0.54892546 transcript: "1020 sixty-six" - confidence: 0.5505544 @@ -409,25 +378,6 @@ expected: "October 20th, 1960" description: "call 12, id: O10964558225, error_category:" -- utterances: - - - - confidence: 0.63681567 - transcript: "5173" - - confidence: 0.37027207 - transcript: "5 1 7 3" - - confidence: 0.375 - transcript: "517 3" - - confidence: 0.43302935 - transcript: "5 173" - - confidence: 0.40401468 - transcript: "5 17 3" - - confidence: 0.39240882 - transcript: "5 one seven 3" - - confidence: 0.3849479 - transcript: "5 One 7 to 3" - expected: "-" - description: "call 13, id: O10974289217, error_category: 3" - - utterances: - - confidence: 0.80872846 @@ -466,31 +416,6 @@ expected: "1 24 1992" description: "call 15, id: O10975075455, error_category: 3" -- utterances: - - - - confidence: 0.79604435 - transcript: "24th 1992 1:20" - - confidence: 0.71225655 - transcript: "24th 1990 to 1:20" - - confidence: 0.7704174 - transcript: "24th June 1992 1:20" - - confidence: 0.64480525 - transcript: "24th nineteen ninety to 1:20" - - confidence: 0.5546568 - transcript: "2014 nineteen ninety to 1:20" - - confidence: 0.6990196 - transcript: "24th nineteen ninety two 1:20" - - confidence: 0.55613166 - transcript: "2014 nineteen ninety two 1:20" - - confidence: 0.60154206 - transcript: "24th nineteen ninety-two 1:20" - - confidence: 0.8116609 - transcript: "24th 1992" - - confidence: 0.47245285 - transcript: "2014 nineteen ninety-two 1:20" - expected: "-" - description: "call 15, id: O10975075455, error_category: 1" - - utterances: - - confidence: 0.71024805 @@ -539,27 +464,4 @@ - confidence: 0.7364886 transcript: "it's 12 and 1936" expected: "12 19 36" - description: "call 16, id: O10975094075, error_category:" - -- utterances: - - - - confidence: 0.91283864 - transcript: "December 19th" - - confidence: 0 - transcript: "December nineteenth" - expected: "-" - description: "call 16, id: O10975094075, error_category:" - -- utterances: - - - - confidence: 0.9128386 - transcript: "5:43" - - confidence: 0.375 - transcript: "5453" - - confidence: 0.46463975 - transcript: "5 for 63" - expected: "-" - description: "call 17, id: O10975379688, error_category: 1, 3" - - - + description: "call 16, id: O10975094075, error_category:" \ No newline at end of file From b2661cfec2ed3aba6e338a36273c56b05595471e Mon Sep 17 00:00:00 2001 From: vivitsaS Date: Tue, 9 Jan 2024 15:49:30 +0530 Subject: [PATCH 24/26] added class 7 unit test cases --- .../text/test_dob_plugin/test_cases.yaml | 108 +++++++++++++++++- 1 file changed, 104 insertions(+), 4 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/test_cases.yaml b/tests/plugin/text/test_dob_plugin/test_cases.yaml index e6062c63..242e98ca 100644 --- a/tests/plugin/text/test_dob_plugin/test_cases.yaml +++ b/tests/plugin/text/test_dob_plugin/test_cases.yaml @@ -6,7 +6,7 @@ - function: transform_invalid_transcript description: "error classes: 4" transcript: "12.34-it's" - expected: "12 34 it's" + expected: "12 34" - function: transform_invalid_transcript description: "error classes: 4" @@ -16,7 +16,7 @@ - function: transform_invalid_transcript description: "error classes: 4, 5" transcript: "7:27. 6:33" - expected: "7 27 6 33" + expected: "7 27 6:33" - function: transform_invalid_transcript description: "error classes: 4, 5" @@ -47,7 +47,108 @@ description: "error classes: 5" transcript: "4 for 85" expected: "4 4 85" + +- function: transform_invalid_transcript + description: "error classes: 7" + transcript: "7 2763" + expected: "7 27 63" + +- function: transform_invalid_transcript + description: "error classes: 7" + transcript: "12 1272" + expected: "12 12 72" + +- function: transform_invalid_transcript + description: "error classes: 5" + transcript: "12 12:00 72" + expected: "12 12 72" + +- function: transform_invalid_transcript + description: "error classes: 4, 7" + transcript: "7th 2019 9th" + expected: "7 2019 9" + +- function: transform_invalid_transcript + description: "error classes: 4, 7" + transcript: "7th 2990" + expected: "7 29 90" + +- function: transform_invalid_transcript + description: "error classes: 4, 7" + transcript: "6th 1278" + expected: "6 12 78" + +- function: transform_invalid_transcript + description: "error classes: 7" + transcript: "6 2078" + expected: "6 20 78" + +- function: transform_invalid_transcript + description: "error classes: 4, 7" + transcript: "6th 2070 8" + expected: "6 2070 8" + +- function: transform_invalid_transcript + description: "error classes: 4, 7" + transcript: "6th 2078" + expected: "6 20 78" + +- function: transform_invalid_transcript + description: "error classes: 5" + transcript: "6 12:00 78" + expected: "6 12 78" + +- function: transform_invalid_transcript + description: "error classes: 5" + transcript: "6:07" + expected: "6 7" + +- function: transform_invalid_transcript + description: "error classes: 7" + transcript: "11 1648" + expected: "11 16 48" + +- function: transform_invalid_transcript + description: "error classes: 4" + transcript: "8 for 1969" + expected: "8 4 1969" + +- function: transform_invalid_transcript + description: "error classes: -" + transcript: "1026" + expected: "1026" + +- function: transform_invalid_transcript + description: "error classes: 4, 7" + transcript: "10th 2066" + expected: "10 20 66" + +- function: transform_invalid_transcript + description: "error classes: 4, 7, should be '10 20 66' " + transcript: "ten 2066" + expected: "ten 2066" + +- function: transform_invalid_transcript + description: "error classes: 4, 5 " + transcript: "1:24. 1992" + expected: "1 24 1992" + +- function: transform_invalid_transcript + description: "error classes: 4, 5, 7" + transcript: "it's 12:00 1936" + expected: "12 19 36" + +- function: transform_invalid_transcript + description: "error classes: -" + transcript: "123 3456" + expected: "123 3456" + +- function: transform_invalid_transcript + description: "error classes: -" + transcript: "5 4 6778" + expected: "5 4 6778" + - function: get_transcripts_from_utterances @@ -85,5 +186,4 @@ - "6 4:50 9" - "6 for fifty-nine" - "6 for 59" - - "64 59" - + - "64 59" \ No newline at end of file From c54e1b297392c0003ebc0995b39ab2d44211245e Mon Sep 17 00:00:00 2001 From: vivitsaS Date: Tue, 9 Jan 2024 15:51:12 +0530 Subject: [PATCH 25/26] modified to add class 7 test cases --- .../plugin/text/test_dob_plugin/test_dob_plugin.py | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py index 438d62bc..1dbd7264 100644 --- a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py +++ b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py @@ -23,18 +23,20 @@ async def test_transform_invalid_date(test_case) -> None: """ These test cases cover different scenarios: - A valid transcript with no transformation needed. + - Class 4 transformation scenario - Class 5 transformation scenario (hours and minutes). - Class 6 transformation scenario (numeric and word representation). - - Combined transformations from both Class 5 and Class 6. + - Class 7 transformation scenario + - Combined transformations from both Class 4,5,6,7. """ - try: - if test_case["function"]=="transform_invalid_transcript": + if test_case["function"]=="transform_invalid_transcript": print("testing function:",test_case["function"]) print("description:",test_case["description"]) - result = await _transform_invalid_date(test_case["transcript"]) + result = _transform_invalid_date(test_case["transcript"]) + print("result = ", result) + print("expected = ",test_case["expected"]) assert result == test_case["expected"] - except: - pass + @pytest.mark.asyncio @pytest.mark.parametrize("test_case", load_tests("cases", __file__)) From 0560548962f200e6cbd7c861ff75f310789f72b9 Mon Sep 17 00:00:00 2001 From: vivitsaS Date: Tue, 9 Jan 2024 16:55:58 +0530 Subject: [PATCH 26/26] wrote test function to cover the 'transform' function in DOBPlugin to attain full coverage --- tests/plugin/text/test_dob_plugin/test_dob_plugin.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py index 1dbd7264..03fa18f0 100644 --- a/tests/plugin/text/test_dob_plugin/test_dob_plugin.py +++ b/tests/plugin/text/test_dob_plugin/test_dob_plugin.py @@ -51,3 +51,15 @@ async def test_get_transcripts_from_utterances(test_case) -> None: pass + +@pytest.mark.asyncio +async def test_invalid_data() -> None: + print("test 3") + train_df = pd.DataFrame( + [ + {"data": json.dumps([[{"transcript": "yes"}]])}, + {"data": json.dumps({})}, + ] + ) + train_df_ = await get_dob.transform(train_df) + assert len(train_df) - len(train_df_) == 1