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nino.borges |
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"""
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ATT_MasterAttorneyList
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Created by:
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Emanuel Borges
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07.14.2025
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A library for the creation and management of the ATT MAL.
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"""
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import os, uuid, pickle, re
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from dataclasses import dataclass, field, fields
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from typing import List, Tuple, Optional
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from collections import namedtuple
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from win32com.client import Dispatch
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version = "1.0"
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@dataclass
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class Person:
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first_name: Optional[str] = None
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last_name: Optional[str] = None
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alt_first_name: Optional[str] = None
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## TODO: Make these email addresses lists instead of strings
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work_email_addresses: Optional[str] = None
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#alt_work_email_addresses: Optional[str] = None
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raw_email_addresses: Optional[str] = None
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_id: uuid.UUID = field(default_factory=uuid.uuid4)
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is_attorney: Optional[str] = None
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split_role_date_range: Optional[str] = None
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middle_initial: Optional[str] = None
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company: Optional[str] = None
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category: Optional[str] = None
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job_title: Optional[str] = None
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full_name_preferred: Optional[str] = None
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user_id: Optional[str] = None
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full_name_overide: Optional[str] = None
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## Only gather unique_attorney_row_number from the attorney and split role attorney tabs. NEVER from Non-Attorneys.
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unique_attorney_row_number:Optional[str] = None
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## Will be saving this as a list of tuple pairs (startdate,enddate). Allowing None for now but may update this to forcing an empty list, to avoid mutable default issues.
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dates_as_counsel:Optional[List[Tuple[str,str]]] = None
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def __post_init__(self):
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"""Convert all string fields to uppercase."""
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if self.first_name:
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self.first_name = self.first_name.strip().upper()
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if self.alt_first_name:
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self.alt_first_name = self.alt_first_name.strip().upper()
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if self.last_name:
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self.last_name = self.last_name.strip().upper()
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if self.work_email_addresses:
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self.work_email_addresses = self.work_email_addresses.strip().upper()
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## if self.alt_work_email_addresses:
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## self.alt_work_email_addresses = self.alt_work_email_addresses.strip().upper()
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if self.raw_email_addresses:
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self.raw_email_addresses = self.raw_email_addresses.strip().upper()
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if self.is_attorney:
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self.is_attorney = self.is_attorney.strip().upper()
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if self.split_role_date_range:
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self.split_role_date_range = self.split_role_date_range.strip().upper()
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if self.middle_initial:
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self.middle_initial = self.middle_initial.strip().upper()
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if self.company:
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self.company = self.company.strip().upper()
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if self.category:
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self.category = self.category.strip().upper()
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if self.job_title:
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self.job_title = self.job_title.strip().upper()
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if self.full_name_preferred:
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self.full_name_preferred = self.full_name_preferred.strip().upper()
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if self.user_id:
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self.user_id = self.user_id.strip().upper()
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@dataclass
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class PeopleList:
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people: List[Person] = field(default_factory=list)
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def add_person(self, person: Person):
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self.people.append(person)
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#print(f"Added person: {person}")
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def search_by_email(self, emailAddress:str) -> Optional[Person]:
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"""Returns the first matching emailAddress value. Assumes emailAddresses are unique"""
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for person in self.people:
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if person.work_email_addresses == emailAddress:
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return person
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## elif person.alt_work_email_addresses == emailAddress:
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## return person
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return None
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def search_by_unique_attorney_row_number(self,uniqueAttorneyRowNumber:str) -> Optional[Person]:
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"""Returns the first matching uniqueAttorneyRowNumber value. Assumes uniqueAttorneyRowNumbers are unique"""
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for person in self.people:
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if person.unique_attorney_row_number == uniqueAttorneyRowNumber:
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return person
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return None
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def search_by_id(self, idNumber):
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"""Returns the first matching idNumber value. Must be in format UUID('7414f78c-8289-4c9f-bd49-a5aaac35545f')."""
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for person in self.people:
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if person._id == idNumber:
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return person
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return None
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def return_list_of_matching_values(self,fieldName, value:str):
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"""Returns a full list of items where value is found in fieldName"""
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matchingPeopleList = []
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for person in self.people:
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if getattr(person,fieldName) == value:
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matchingPeopleList.append(person)
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return matchingPeopleList
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def list_people(self):
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for person in self.people:
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print(person)
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def update_full_Name_overide(self, emailAddress:str, fullNameOverideValue) -> Optional[Person]:
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valueUpdated = False
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for person in self.people:
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if person.work_email_addresses == emailAddress.upper():
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person.full_name_overide = fullNameOverideValue.upper()
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valueUpdated = True
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## Give a quik warning as you add the override value into the database if the last name differs.
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if "," in fullNameOverideValue:
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lastName = fullNameOverideValue.split(",")[0]
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else:
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lastName = fullNameOverideValue.split(" ")[-1]
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if lastName.upper() == person.last_name:
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pass
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else:
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print(f"WARNING: Overide last name value {lastName.upper()} does not match {person.last_name}.")
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if valueUpdated == False:
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print(f"WARNING: No email address match for {emailAddress} found.")
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class ATT_MasterAttorneyList(object):
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"""A class for building and performing functions against the ATT Master Attorney List."""
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version = '0.01.0'
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def __init__(self, masterAttorneyListFileName,fullNameOveridesFileName = False, forceNewPklFile = False, Encoding = 'UTF8'):
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"""Assumes the MAL is a spreadsheet (for now).MAL gets saved to a pkl file for performance reasons. pkl will be used unless forceNewPklFile is set to true"""
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pklFileName = os.path.splitext(masterAttorneyListFileName)[0] + ".pkl"
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print("Initializing data structures...")
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if forceNewPklFile:
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print("Creating MAL structure...")
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self.malPeopleList = PeopleList()
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self.__IngestMALSpreadsheet(masterAttorneyListFileName)
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print("MAL structure created.")
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if fullNameOveridesFileName:
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print("Loading full name overide values...")
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self.__LoadFullNameOverideValues(fullNameOveridesFileName)
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print("Full name overide values loaded.")
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print("Creating pickle backup...")
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self.__SaveMalToPkl(pklFileName)
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print("Pickle backup created.")
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else:
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if os.path.exists(pklFileName):
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print("Loading MAL structure from pickle file...")
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self.malPeopleList = self.__LoadMalFromPkl(pklFileName)
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print("MAL structure loaded.")
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else:
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print("Pickle file doesnt exist.")
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print("Creating MAL structure...")
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self.malPeopleList = PeopleList()
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self.__IngestMALSpreadsheet(masterAttorneyListFileName)
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print("MAL structure created.")
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if fullNameOveridesFileName:
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print("Loading full name overide values...")
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self.__LoadFullNameOverideValues(fullNameOveridesFileName)
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print("Full name overide values loaded.")
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print("Creating pickle backup...")
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self.__SaveMalToPkl(pklFileName)
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print("Pickle backup created.")
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def __IngestMALSpreadsheet(self, masterAttorneyListFileName):
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"""Pseudo-private method which will open an Excel spreadsheet and ingest the values into the peoplelist dataclass."""
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## There doenst seem to be a consistent value in the "row" column in the MAL, so setting these parameters here to avoid gap issues.
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## excelTabParametersList should always be an ordered list because now order matters.
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excelTabParametersList = [{"tabName":"Attorneys", "beginRowNumber":2, "endRowNumber":221, "beginColNumber":1, "endColNumber":14},
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{"tabName":"Non-Attorneys", "beginRowNumber":2, "endRowNumber":1211, "beginColNumber":1, "endColNumber":14},
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{"tabName":"Split Role Attorneys", "beginRowNumber":2, "endRowNumber":21, "beginColNumber":1, "endColNumber":10}]
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# spreadsheetFileMappingMatrix = {"First Name":"first_name", "Last Name":"last_name", "Work Email":"work_email_address", "Alt Work Email":"alt_work_email_address", "Is Attorney": "is_attorney",
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# "Split Role - Attorney Capacity Date Range":"split_role_date_range", " Validated by OC??":"sidley_validated", "Category": "category", "Organization":"organization", "Job Title":"job_title",
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# "Business Title":"business_title", "Full Name (Preferred)":"full_name_preferred", "Login":"login", "Department (Fine)":"department_fine", "Addressed during CAAG":"addressed_during_caag",
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# "Last Updated":"last_updated"}
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xlApp = Dispatch('Excel.Application')
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xlBook = xlApp.Workbooks.Open(masterAttorneyListFileName)
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for excelTab in excelTabParametersList:
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sht = xlBook.Worksheets(excelTab['tabName'])
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print(f"Ingesting sheet {excelTab['tabName']}.")
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excelFieldPositionMatrix = {}
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for col in range (excelTab['beginColNumber'], excelTab['endColNumber'] +1):
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excelFieldPositionMatrix[sht.Cells(1,col).Value] = col
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for row in range(excelTab['beginRowNumber'], excelTab['endRowNumber'] +1):
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#print(row)
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## TODO: Refactor the excelTabParametersList later. Didnt realize columns were not consistent.
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if excelTab['tabName'] == 'Attorneys':
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self.malPeopleList.add_person(Person(is_attorney = sht.Cells(row,excelFieldPositionMatrix['Is Attorney']).Value,
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#split_role_date_range = sht.Cells(row,excelFieldPositionMatrix['Split Role - Dates as Counsel']).Value,
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company = sht.Cells(row,excelFieldPositionMatrix['Company']).Value,
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category = sht.Cells(row,excelFieldPositionMatrix['Category']).Value,
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last_name = sht.Cells(row,excelFieldPositionMatrix['Last Name']).Value,
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first_name = sht.Cells(row,excelFieldPositionMatrix['First Name']).Value,
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alt_first_name = sht.Cells(row,excelFieldPositionMatrix['Alt First Name']).Value,
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middle_initial = sht.Cells(row,excelFieldPositionMatrix['Middle Initial']).Value,
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work_email_addresses = sht.Cells(row,excelFieldPositionMatrix['Email Addresses']).Value,
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#alt_work_email_address = sht.Cells(row,excelFieldPositionMatrix['Alt Work Email']).Value,
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raw_email_addresses = sht.Cells(row,excelFieldPositionMatrix['EmailAddress RAW']).Value,
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job_title = sht.Cells(row,excelFieldPositionMatrix['Title']).Value,
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full_name_preferred = sht.Cells(row,excelFieldPositionMatrix['Full Name (Preferred)']).Value,
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user_id = sht.Cells(row,excelFieldPositionMatrix['UserID']).Value,
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unique_attorney_row_number = sht.Cells(row,excelFieldPositionMatrix['UID']).Value))
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elif excelTab['tabName'] == 'Non-Attorneys':
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## Make sure to NOT grab the unique attorney row number from here
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self.malPeopleList.add_person(Person(is_attorney = sht.Cells(row,excelFieldPositionMatrix['Is Attorney']).Value,
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#split_role_date_range = sht.Cells(row,excelFieldPositionMatrix['Split Role - Dates as Counsel']).Value,
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company = sht.Cells(row,excelFieldPositionMatrix['Company']).Value,
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category = sht.Cells(row,excelFieldPositionMatrix['Category']).Value,
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last_name = sht.Cells(row,excelFieldPositionMatrix['Last Name']).Value,
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first_name = sht.Cells(row,excelFieldPositionMatrix['First Name']).Value,
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alt_first_name = sht.Cells(row,excelFieldPositionMatrix['Alt First Name']).Value,
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middle_initial = sht.Cells(row,excelFieldPositionMatrix['Middle Initial']).Value,
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work_email_addresses = sht.Cells(row,excelFieldPositionMatrix['Email Addresses']).Value,
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#alt_work_email_address = sht.Cells(row,excelFieldPositionMatrix['Alt Work Email']).Value,
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raw_email_addresses = sht.Cells(row,excelFieldPositionMatrix['EmailAddress RAW']).Value,
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job_title = sht.Cells(row,excelFieldPositionMatrix['Title']).Value,
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full_name_preferred = sht.Cells(row,excelFieldPositionMatrix['Full Name (Preferred)']).Value,
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user_id = sht.Cells(row,excelFieldPositionMatrix['UserID']).Value,
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unique_attorney_row_number = sht.Cells(row,excelFieldPositionMatrix['UID']).Value))
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elif excelTab['tabName'] == 'Split Role Attorneys':
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## Skip this tab for now.
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pass
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## unique_attorney_row_number = sht.Cells(row,excelFieldPositionMatrix['Attorney Row']).Value
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## matchedPerson = self.malPeopleList.search_by_unique_attorney_row_number(unique_attorney_row_number)
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## if matchedPerson:
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##
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## ## dates_as_counsel should always be a two string value tuple (startdate,enddate).
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## datesAsCounselValue = sht.Cells(row,excelFieldPositionMatrix['Dates as Counsel']).Value
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## datesAsCounselList = []
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## ## First get rid of any extra data that is on a new line. Note that they shouldnt be seperating the date ranges by newline.
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## datesAsCounselValue = datesAsCounselValue.split("\n")[0]
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## ## Next split the ranges correctly by semicolon
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## dateRanges = datesAsCounselValue.split(";")
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## for dateRange in dateRanges:
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## ## Split out the start and end, allowing non-date words. (current, present, etc) however force these to be uppercase.
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## counselStartDate, counselEndDate = dateRange.split("-")
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## counselStartDate = counselStartDate.upper().strip()
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## counselEndDate = counselEndDate.upper().strip()
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## datesAsCounselList.append((counselStartDate,counselEndDate))
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## matchedPerson.dates_as_counsel = datesAsCounselList
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else:
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print(f"ERROR UNKNOWN TAB! {excelTab['tabName']} HAVE NEEDED TAB NAMES CHANGED?")
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xlBook.Close()
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def __SaveMalToPkl(self, pklFileName):
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"""Pseudo-private method which will save the current MAL people list object to a pkl file, for performance reasons."""
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| 276 |
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outputFile = open(pklFileName,'wb')
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| 277 |
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pickle.dump(self.malPeopleList,outputFile)
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outputFile.close()
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| 279 |
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def __LoadMalFromPkl(self, pklFileName):
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| 281 |
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"""Pseudo-private method which will load a MAL people list object from a pkl file, for performance reasons."""
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| 282 |
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contents = open(pklFileName, 'rb')
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| 283 |
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obj = pickle.load(contents)
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| 284 |
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contents.close()
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return obj
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def __LoadFullNameOverideValues(self, fullNameOveridesFileName):
|
| 288 |
|
|
"""Pseudo-private method which will update the MAL people list object with the full name overide values."""
|
| 289 |
|
|
contents = open(fullNameOveridesFileName).readlines()
|
| 290 |
|
|
for line in contents:
|
| 291 |
|
|
line = line.replace("\n","")
|
| 292 |
|
|
emailAddress,fullNameOverideValue = line.split("|")
|
| 293 |
|
|
|
| 294 |
|
|
self.malPeopleList.update_full_Name_overide(emailAddress, fullNameOverideValue)
|
| 295 |
|
|
|
| 296 |
|
|
def SmartDedupeSet(self, currentSet):
|
| 297 |
|
|
"""A method that attempts to do some additional deduplication of the values in a set by lowering all values and deduplicating. Returns a lowered deduplicated set."""
|
| 298 |
|
|
newSet = set()
|
| 299 |
|
|
for val in currentSet:
|
| 300 |
|
|
newSet.add(val.lower())
|
| 301 |
|
|
return newSet
|
| 302 |
|
|
|
| 303 |
|
|
|
| 304 |
|
|
|
| 305 |
|
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def RunMalEmailAddressIntegrityCheck(self):
|
| 306 |
|
|
"""This method performs an integrity check on the MAL by analyzing and looking for duplicate email addresses."""
|
| 307 |
|
|
emailTestMatrix = {}
|
| 308 |
|
|
altTestMatrix = {}
|
| 309 |
|
|
print("Performing MAL email address integrity check...")
|
| 310 |
|
|
for i in range(0,len(self.malPeopleList.people)):
|
| 311 |
|
|
#altAddr = self.malPeopleList.people[i].alt_work_email_address
|
| 312 |
|
|
altAddr = None
|
| 313 |
|
|
workAddr = self.malPeopleList.people[i].work_email_addresses
|
| 314 |
|
|
if altAddr != None:
|
| 315 |
|
|
altAddr = altAddr.strip()
|
| 316 |
|
|
if altAddr in list(emailTestMatrix.keys()):
|
| 317 |
|
|
print(f"ISSUE:{altAddr} is a dupe of an workAddr.")
|
| 318 |
|
|
if altAddr in list(altTestMatrix.keys()):
|
| 319 |
|
|
print(f"ISSUE:{altAddr} is a dupe!")
|
| 320 |
|
|
else:
|
| 321 |
|
|
altTestMatrix[altAddr] = 1
|
| 322 |
|
|
if workAddr != None:
|
| 323 |
|
|
workAddr = workAddr.strip()
|
| 324 |
|
|
if workAddr in list(altTestMatrix.keys()):
|
| 325 |
|
|
print(f"ISSUE:{workAddr} is a dupe of an altAddr.")
|
| 326 |
|
|
if workAddr in list(emailTestMatrix.keys()):
|
| 327 |
|
|
print(f"ISSUE:{workAddr} is a dupe!")
|
| 328 |
|
|
else:
|
| 329 |
|
|
emailTestMatrix[workAddr] = 1
|
| 330 |
|
|
print("\nEmail address integrity check complete.\n\n")
|
| 331 |
|
|
|
| 332 |
|
|
|
| 333 |
|
|
if __name__ == '__main__':
|
| 334 |
|
|
masterAttorneyListFileName = r"C:\Users\eborges\OneDrive - Redgrave LLP\Documents\Cases\AT&T\Cybersecurity FCA Case\_ATT_Current_MAL\RG - ATT Master Attorney List (20250718)(20250718-0100).xlsx"
|
| 335 |
|
|
attMal = ATT_MasterAttorneyList(masterAttorneyListFileName)
|
| 336 |
|
|
#test = attMal.malPeopleList.search_by_email('DD0281@ATT.COM')
|
| 337 |
|
|
#print(test)
|
| 338 |
|
|
#attMal.RunMalEmailAddressIntegrityCheck()
|
| 339 |
|
|
## emailCheckList = []
|
| 340 |
|
|
## contents = open(r"C:\Test_Dir\ATT\JoshVerifyPrivResponse\Not_Verified_by_ATT.txt").readlines()
|
| 341 |
|
|
## for line in contents:
|
| 342 |
|
|
## line = line.replace("\n","")
|
| 343 |
|
|
## emailCheckList.append(line)
|
| 344 |
|
|
## print(f"There are {len(emailCheckList)} email addresses to check.")
|
| 345 |
|
|
## notFoundList = []
|
| 346 |
|
|
## for i in emailCheckList:
|
| 347 |
|
|
## test = attMal.malPeopleList.search_by_email(i)
|
| 348 |
|
|
## if test:
|
| 349 |
|
|
## print(f"{test.first_name} {test.last_name} | {i}")
|
| 350 |
|
|
## else:
|
| 351 |
|
|
## notFoundList.append(i)
|
| 352 |
|
|
## print("\n\n")
|
| 353 |
|
|
## print(f"There are {len(notFoundList)} email addresses not found:")
|
| 354 |
|
|
## notFoundList.sort()
|
| 355 |
|
|
## for x in notFoundList:
|
| 356 |
|
|
## print(x)
|
| 357 |
|
|
|
| 358 |
|
|
|
| 359 |
|
|
|
| 360 |
|
|
## lastNameCheckList = []
|
| 361 |
|
|
## notFoundList = []
|
| 362 |
|
|
## contents = open(r"C:\Test_Dir\ATT\JoshVerifyPrivResponse\Josh-ATT_No_title.txt").readlines()
|
| 363 |
|
|
## for line in contents:
|
| 364 |
|
|
## line = line.replace("\n","")
|
| 365 |
|
|
## lName = line.split(",")[0]
|
| 366 |
|
|
## lName = lName.strip()
|
| 367 |
|
|
## lName = lName.upper()
|
| 368 |
|
|
## test = attMal.malPeopleList.return_list_of_matching_values('last_name',lName)
|
| 369 |
|
|
## if test:
|
| 370 |
|
|
## #print(f"Possible match for {line}:")
|
| 371 |
|
|
## for x in test:
|
| 372 |
|
|
## print(f"{line}|{x.last_name},{x.first_name}|{x.company}|{x.job_title}|{x.is_attorney}")
|
| 373 |
|
|
## else:
|
| 374 |
|
|
## notFoundList.append(line)
|
| 375 |
|
|
##
|
| 376 |
|
|
## print("\n\n")
|
| 377 |
|
|
## print(f"There are {len(notFoundList)} email addresses not found:")
|
| 378 |
|
|
## notFoundList.sort()
|
| 379 |
|
|
## for x in notFoundList:
|
| 380 |
|
|
## print(x)
|
| 381 |
|
|
|
| 382 |
|
|
|
| 383 |
|
|
|
| 384 |
|
|
|
| 385 |
|
|
## findList = ["JON.GREER@DIRECTV.COM","AJJOHNSON@GIBSONDUNN.COM","RLANG@GIBSONDUNN.COM","MATT.MILLER@CROWDSTRIKE.COM","ADAM.MONTGOMERY@FLEISHMAN.COM","ALPESHP@AMDOCS.COM",
|
| 386 |
|
|
## "ERIC.PRATT@CROWDSTRIKE.COM","MROBERTS@GIBSONDUNN.COM","VVARGAS@KTSLAW.COM","TIM.WILLIAMS@FLEISHMAN.COM"]
|
| 387 |
|
|
## for s in findList:
|
| 388 |
|
|
## test = attMal.malPeopleList.search_by_email(s)
|
| 389 |
|
|
## print(f"{s}|{test.last_name},{test.first_name}|{test.company}")
|
| 390 |
|
|
|
| 391 |
|
|
|
| 392 |
|
|
foundList = []
|
| 393 |
|
|
outputFile = open(r"C:\Test_Dir\ATT\20250716_ESQLogTest\NormalizedFromDOJLog(DB MATCH REPORT)2.txt",'w',encoding='UTF-8')
|
| 394 |
|
|
contents = open(r"C:\Test_Dir\ATT\20250716_ESQLogTest\NormalizedFromDOJLog(all-deduplicated-cleaned)2.txt").readlines()
|
| 395 |
|
|
for line in contents:
|
| 396 |
|
|
line = line.replace("\n","")
|
| 397 |
|
|
line = line.upper()
|
| 398 |
|
|
line = line.strip()
|
| 399 |
|
|
if "@" in line:
|
| 400 |
|
|
result = attMal.malPeopleList.search_by_email(line)
|
| 401 |
|
|
if result:
|
| 402 |
|
|
outputFile.write(f"{line}|{result.last_name},{result.first_name}|{result.is_attorney}\n")
|
| 403 |
|
|
results = attMal.malPeopleList.return_list_of_matching_values('full_name_preferred',line)
|
| 404 |
|
|
if results:
|
| 405 |
|
|
for result in results:
|
| 406 |
|
|
outputFile.write(f"{line}|{result.last_name},{result.first_name}|{result.is_attorney}\n")
|
| 407 |
|
|
elif "," in line:
|
| 408 |
|
|
lName = line.split(",")[0]
|
| 409 |
|
|
results = attMal.malPeopleList.return_list_of_matching_values('last_name',lName)
|
| 410 |
|
|
if results:
|
| 411 |
|
|
for result in results:
|
| 412 |
|
|
outputFile.write(f"{line}|{result.last_name},{result.first_name}|{result.is_attorney}\n")
|
| 413 |
|
|
else:
|
| 414 |
|
|
lName = line.split(" ")[-1]
|
| 415 |
|
|
results = attMal.malPeopleList.return_list_of_matching_values('last_name',lName)
|
| 416 |
|
|
if results:
|
| 417 |
|
|
for result in results:
|
| 418 |
|
|
outputFile.write(f"{line}|{result.last_name},{result.first_name}|{result.is_attorney}\n")
|
| 419 |
|
|
outputFile.close() |
