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moving over to my mac for the time being
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@topper3418
topper3418 committed Jan 6, 2023
1 parent 1466088 commit 562d8cd
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Showing 43 changed files with 2,160 additions and 29 deletions.
2 changes: 2 additions & 0 deletions Utilities.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,3 +22,5 @@ def get_slash_type():
# Return the slash type for Linux and MacOS
return os.sep



82 changes: 54 additions & 28 deletions my_program.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@
import os
import sqlite3
import time
import logging
from typing import List, Any

import pandas
Expand All @@ -10,6 +11,13 @@


# boilerplate
database = 'persistent_data.db'

logger = logging.getLogger('my_app')
logging.basicConfig(
level=logging.DEBUG,
format='%(asctime)s - %(name)s - %(levelname)s - %(module)s - %(funcName)s - %(lineno)d - %(message)s'
)


class Menu:
Expand Down Expand Up @@ -160,11 +168,6 @@ def prompt(self) -> Any:
return return_list[self.selection]


class Table(pandas.DataFrame):
"""a wrapper for a pandas dataframe. basically just adding some functionality if needed"""
pass


def quit_program():
print('quitting')

Expand Down Expand Up @@ -319,7 +322,7 @@ def initialize_db() -> None:
LEFT JOIN accounts
ON accounts.account_key = transactions.account_key
LEFT JOIN snippets
ON snippets.snippet_key = transactions.transaction_key
ON snippets.snippet_key = transactions.snippet_key
LEFT JOIN filenames
ON filenames.filename_key = transactions.filename_key
"""
Expand Down Expand Up @@ -401,7 +404,32 @@ def match_unmatched_transactions():
# go through transactions without matched snippets
unmatched_transactions = get_unmatched_transactions()
print(unmatched_transactions.to_string())
for row_num, transaction in unmatched_transactions.iterrows():
first_loop = True
stop_iter = False
while not stop_iter:
# make sure the user wants to keep going
count_query = """select count(*) from transactions where snippet_key = ''"""
with DbSession(database) as conn:
num_left = int(conn.fetch_single_value(count_query))
if not first_loop:
stop_iter = Menu.deploy(
title=f'There are {num_left} left',
choices=[
('keep going', False),
('go back', True)
]
)
if stop_iter:
continue
first_loop = False
top_unmatched_transaction = f"""
SELECT * FROM transactions
WHERE snippet_key = ''
LIMIT 1
"""
with DbSession(database) as conn:
transaction = conn.fetch_row(top_unmatched_transaction)
# get the top
all_types = get_all_types()
all_vendors = get_all_vendors()
transaction_string = f"Date: {transaction['date']}\n" \
Expand Down Expand Up @@ -453,12 +481,13 @@ def match_unmatched_transactions():
('retry', 2)
]
)
transaction_keys = f"({', '.join(str(x) for x in matching_transactions['transaction_key'].tolist())})"
# upload new snippet, update the transaction
snippet_key = add_snippet_to_db(snippet, account_key, vendor_key, type_key)
update_query = f"""
UPDATE transactions
SET snippet_key = {snippet_key}
WHERE transaction_key = {transaction_key}
WHERE transaction_key in {transaction_keys}
"""
with DbSession('persistent_data.db') as conn:
conn.commit_query(update_query)
Expand Down Expand Up @@ -938,36 +967,33 @@ def add_new_transaction_data_to_database(account_data, data, filename):
account_key = account_data['account_key']
data['account_key'] = account_key
data['snippet_key'] = ''
# DB: add the filename to the database, but purge it if its not there
# DB: add the filename to the database, but purge it if it's not there
filename_key = get_filename_key(filename)
if filename_key:
purge_filename_transactions(filename)
else:
filename_key = add_filename_to_db(filename)
data['filename_key'] = filename_key
headers_string = ', '.join(data.columns.tolist())

# DB: queries the database for matching values in snippets to classify them
query = f"""
SELECT * from snippets
WHERE source_account_key = {account_key}
"""
with DbSession('persistent_data.db') as conn:
matching_snippets = conn.fetch_query(query)
logging.debug(f'query successful, {len(matching_snippets)} rows returned')

# PROCESSING: new rows: snippet, vendor, type
for row_num, row in data.iterrows():
memo = row['Memo']
# DB: queries the database for matching values in snippets to classify them
query = f"""
SELECT * from snippets
WHERE
'{memo.replace("'", '')}' like '%' + snippet+ '%' and
source_account_key = {account_key}
"""
with sqlite3.connect('persistent_data.db') as conn:
matching_snippets = pandas.read_sql_query(query, conn)
if len(matching_snippets) > 1:
print('more than one matching snippets, recommend you alter one of them')
print(matching_snippets.to_string())
input('default is the first one, nothing else configured\n'
'press enter to continue')
# PROCESSING: add matched values to row
if not matching_snippets.empty:
matching_snippets = matching_snippets.iloc[0]
row['snippet_key'] = matching_snippets['snippet_key']
row['account_key'] = account_data['account_key']
match_key = [row['snippet_key'] for _, row in matching_snippets.iterrows() if row['snippet'] in memo]
if len(match_key) > 0:
match_key = match_key[0]
else:
match_key = ''
row['snippet_key'] = match_key
values_list = []
for value in row.tolist():
new_value = str(value).replace("'", '')
Expand Down
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21 changes: 21 additions & 0 deletions sessions/test/processed_data/AMZ_aug22.csv
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@@ -0,0 +1,21 @@
Date,Memo,Amount,account_key,snippet_key,filename_key
08/15/2022,ONLINE PYMT-THANK YOU ATLANTA GA,722.39,4,,15
08/02/2022,AMAZON MARKETPLACE SEATTLE WA,-23.25,4,,15
08/03/2022,AMAZON RETAIL SEATTLE WA,-42.53,4,,15
08/03/2022,AMAZON PRIME CONS SEATTLE WA,-153.94,4,,15
08/05/2022,AMAZON RETAIL SEATTLE WA,-18.76,4,,15
08/05/2022,AMAZON RETAIL SEATTLE WA,-199.34,4,,15
08/06/2022,AMAZON MARKETPLACE SEATTLE WA,-16.6,4,,15
08/07/2022,AMAZON DIGITAL SEATTLE WA,-19.99,4,,15
08/07/2022,AMAZON DIGITAL SEATTLE WA,-9.99,4,,15
08/09/2022,AMAZON MARKETPLACE SEATTLE WA,-42.07,4,,15
08/10/2022,AMAZON MARKETPLACE SEATTLE WA,-11.06,4,,15
08/12/2022,AMAZON RETAIL SEATTLE WA,-23.15,4,,15
08/12/2022,AMAZON RETAIL SEATTLE WA,-31.0,4,,15
08/13/2022,AMAZON MARKETPLACE SEATTLE WA,-16.56,4,,15
08/14/2022,AMAZON RETAIL SEATTLE WA,-9.72,4,,15
08/26/2022,AMAZON MARKETPLACE SEATTLE WA,-38.71,4,,15
08/26/2022,AMAZON MARKETPLACE SEATTLE WA,-33.17,4,,15
08/29/2022,AMAZON RETAIL SEATTLE WA,-18.78,4,,15
08/30/2022,AMAZON RETAIL SEATTLE WA,-55.36,4,,15
09/01/2022,CARD SECURITY 1 800 815 4051,-2.59,4,,15
27 changes: 27 additions & 0 deletions sessions/test/processed_data/AMZ_dec22.csv
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Date,Memo,Amount,account_key,snippet_key,filename_key
12/02/2022,AMAZON RETAIL SEATTLE WA,-16.5,4,,19
12/01/2022,AMAZON MARKETPLACE SEATTLE WA,-73.91,4,,19
12/01/2022,AMAZON MARKETPLACE SEATTLE WA,-70.54,4,,19
12/01/2022,AMAZON MARKETPLACE SEATTLE WA,-50.92,4,,19
12/01/2022,AMAZON DIGITAL SEATTLE WA,-4.99,4,,19
12/04/2022,AMAZON MARKETPLACE SEATTLE WA,-15.03,4,,19
12/05/2022,AMAZON MARKETPLACE SEATTLE WA,-93.15,4,,19
12/07/2022,AMAZON MARKETPLACE SEATTLE WA,-103.69,4,,19
12/07/2022,AMAZON MARKETPLACE SEATTLE WA,-11.06,4,,19
12/08/2022,AMAZON MARKETPLACE SEATTLE WA,-210.41,4,,19
12/11/2022,AMAZON RETAIL SEATTLE WA,-27.95,4,,19
12/12/2022,AMAZON MARKETPLACE SEATTLE WA,-33.23,4,,19
12/12/2022,AMAZON MARKETPLACE SEATTLE WA,-9.96,4,,19
12/14/2022,AMAZON MARKETPLACE SEATTLE WA,-15.28,4,,19
12/14/2022,AMAZON MARKETPLACE SEATTLE WA,-21.03,4,,19
12/14/2022,AMAZON MARKETPLACE SEATTLE WA,-16.6,4,,19
12/14/2022,AMAZON MARKETPLACE SEATTLE WA,-71.76,4,,19
12/16/2022,AMAZON MARKETPLACE SEATTLE WA,-16.6,4,,19
12/17/2022,AMAZON RETAIL SEATTLE WA,-7.74,4,,19
12/19/2022,AMAZON RETAIL SEATTLE WA,-105.2,4,,19
12/21/2022,AMAZON MARKETPLACE SEATTLE WA,-55.36,4,,19
12/23/2022,AMAZON MARKETPLACE SEATTLE WA,-24.99,4,,19
12/25/2022,AUTOMATIC PAYMENT - THANK YOU,79.48,4,,19
01/01/2023,AMAZON DIGITAL SEATTLE WA,-4.99,4,,19
01/02/2023,CARD SECURITY 1 800 815 4051,-40.1,4,,19
01/02/2023,INTEREST CHARGE ON PURCHASES,-37.54,4,,19
37 changes: 37 additions & 0 deletions sessions/test/processed_data/AMZ_jul22.csv
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Date,Memo,Amount,account_key,snippet_key,filename_key
07/11/2022,ONLINE PYMT-THANK YOU ATLANTA GA,1238.75,4,,14
08/01/2022,ONLINE PYMT-THANK YOU ATLANTA GA,1091.74,4,,14
07/01/2022,AMAZON RETAIL SEATTLE WA,-40.81,4,,14
07/01/2022,AMAZON MARKETPLACE SEATTLE WA,-18.93,4,,14
07/01/2022,AMAZON DIGITAL SEATTLE WA,-4.99,4,,14
07/02/2022,AMAZON RETAIL SEATTLE WA,-30.14,4,,14
07/06/2022,AMAZON MARKETPLACE SEATTLE WA,-22.02,4,,14
07/07/2022,AMAZON RETAIL SEATTLE WA,-17.82,4,,14
07/07/2022,AMAZON MARKETPLACE SEATTLE WA,-21.03,4,,14
07/08/2022,AMAZON RETAIL SEATTLE WA,-47.33,4,,14
07/08/2022,AMAZON MARKETPLACE SEATTLE WA,-65.31,4,,14
07/11/2022,AMAZON MARKETPLACE SEATTLE WA,-19.91,4,,14
07/12/2022,AMAZON MARKETPLACE SEATTLE WA,-11.62,4,,14
07/12/2022,AMAZON DIGITAL SEATTLE WA,-14.99,4,,14
07/13/2022,AMAZON RETAIL SEATTLE WA,-308.99,4,,14
07/13/2022,AMAZON MARKETPLACE SEATTLE WA,-123.01,4,,14
07/14/2022,AMAZON MARKETPLACE SEATTLE WA,-157.81,4,,14
07/15/2022,AMAZON RETAIL SEATTLE WA,-27.68,4,,14
07/15/2022,AMAZON MARKETPLACE SEATTLE WA,-14.39,4,,14
07/15/2022,AMAZON MARKETPLACE SEATTLE WA,-15.05,4,,14
07/16/2022,AMAZON MARKETPLACE SEATTLE WA,-26.57,4,,14
07/17/2022,AMAZON MARKETPLACE SEATTLE WA,-17.71,4,,14
07/18/2022,AMAZON MARKETPLACE SEATTLE WA,-20.7,4,,14
07/23/2022,AMAZON MARKETPLACE SEATTLE WA,-32.88,4,,14
07/23/2022,AMAZON MARKETPLACE SEATTLE WA,-33.21,4,,14
07/24/2022,AMAZON MARKETPLACE SEATTLE WA,-8.85,4,,14
07/25/2022,AMAZON MARKETPLACE SEATTLE WA,-83.05,4,,14
07/27/2022,AMAZON RETAIL SEATTLE WA,-47.19,4,,14
07/27/2022,AMAZON RETAIL SEATTLE WA,-15.49,4,,14
08/01/2022,AMAZON RETAIL SEATTLE WA,-33.05,4,,14
08/01/2022,AMAZON MARKETPLACE SEATTLE WA,-24.35,4,,14
08/01/2022,AMAZON MARKETPLACE SEATTLE WA,-8.85,4,,14
08/01/2022,AMAZON MARKETPLACE SEATTLE WA,-11.06,4,,14
08/01/2022,AMAZON MARKETPLACE SEATTLE WA,-29.99,4,,14
08/01/2022,AMAZON DIGITAL SEATTLE WA,-4.99,4,,14
08/02/2022,CARD SECURITY 1 800 815 4051,-1.86,4,,14
22 changes: 22 additions & 0 deletions sessions/test/processed_data/AMZ_nov22.csv
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@@ -0,0 +1,22 @@
Date,Memo,Amount,account_key,snippet_key,filename_key
11/25/2022,AUTOMATIC PAYMENT - THANK YOU,29.0,4,,18
11/05/2022,AMAZON MARKETPLACE SEATTLE WA,46.93,4,,18
11/03/2022,AMAZON MARKETPLACE SEATTLE WA,-46.93,4,,18
11/03/2022,AMAZON MARKETPLACE SEATTLE WA,-9.94,4,,18
11/07/2022,AMAZON MARKETPLACE SEATTLE WA,-17.71,4,,18
11/14/2022,AMAZON MARKETPLACE SEATTLE WA,-9.94,4,,18
11/15/2022,AMAZON RETAIL SEATTLE WA,-12.5,4,,18
11/15/2022,AMAZON RETAIL SEATTLE WA,-39.85,4,,18
11/15/2022,AMAZON RETAIL SEATTLE WA,-12.32,4,,18
11/16/2022,AMAZON RETAIL SEATTLE WA,-26.45,4,,18
11/21/2022,AMAZON RETAIL SEATTLE WA,-166.11,4,,18
11/26/2022,AMAZON MARKETPLACE SEATTLE WA,-14.39,4,,18
11/26/2022,AMAZON MARKETPLACE SEATTLE WA,-542.4,4,,18
11/27/2022,AMAZON MARKETPLACE SEATTLE WA,-26.57,4,,18
11/28/2022,AMAZON MARKETPLACE SEATTLE WA,-12.39,4,,18
11/29/2022,AMAZON RETAIL SEATTLE WA,-20.75,4,,18
11/29/2022,AMAZON MARKETPLACE SEATTLE WA,-28.78,4,,18
11/29/2022,AMAZON MARKETPLACE SEATTLE WA,-18.82,4,,18
11/29/2022,AMAZON MARKETPLACE SEATTLE WA,-218.72,4,,18
12/01/2022,CARD SECURITY 1 800 815 4051,-22.81,4,,18
12/01/2022,INTEREST CHARGE ON PURCHASES,-8.24,4,,18
25 changes: 25 additions & 0 deletions sessions/test/processed_data/AMZ_oct22.csv
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@@ -0,0 +1,25 @@
Date,Memo,Amount,account_key,snippet_key,filename_key
10/07/2022,ONLINE PYMT-THANK YOU ATLANTA GA,942.83,4,,17
10/18/2022,ONLINE PYMT-THANK YOU ATLANTA GA,129.96,4,,17
10/02/2022,AMAZON MARKETPLACE SEATTLE WA,-7.3,4,,17
10/03/2022,AMAZON RETAIL SEATTLE WA,-10.21,4,,17
10/03/2022,AMAZON MARKETPLACE SEATTLE WA,-18.82,4,,17
10/03/2022,AMAZON MARKETPLACE SEATTLE WA,-22.14,4,,17
10/03/2022,AMAZON MARKETPLACE SEATTLE WA,-28.78,4,,17
10/05/2022,AMAZON RETAIL SEATTLE WA,-21.56,4,,17
10/05/2022,AMAZON MARKETPLACE SEATTLE WA,-18.82,4,,17
10/05/2022,AMAZON MARKETPLACE SEATTLE WA,-9.96,4,,17
10/14/2022,AMAZON MARKETPLACE SEATTLE WA,-10.47,4,,17
10/14/2022,AMAZON MARKETPLACE SEATTLE WA,-15.49,4,,17
10/15/2022,AMAZON MARKETPLACE SEATTLE WA,-104.0,4,,17
10/17/2022,AMAZON MARKETPLACE SEATTLE WA,-30.95,4,,17
10/19/2022,AMAZON MARKETPLACE SEATTLE WA,-13.26,4,,17
10/21/2022,AMAZON MARKETPLACE SEATTLE WA,-8.85,4,,17
10/22/2022,AMAZON MARKETPLACE SEATTLE WA,-11.06,4,,17
10/23/2022,AMAZON MARKETPLACE SEATTLE WA,-84.07,4,,17
10/24/2022,AMAZON RETAIL SEATTLE WA,-2.2,4,,17
10/26/2022,AMAZON RETAIL SEATTLE WA,-35.97,4,,17
10/31/2022,AMAZON MARKETPLACE SEATTLE WA,-5.53,4,,17
11/01/2022,AMAZON DIGITAL SEATTLE WA,-4.99,4,,17
11/02/2022,AMAZON MARKETPLACE SEATTLE WA,-16.6,4,,17
11/02/2022,CARD SECURITY 1 800 815 4051,-3.54,4,,17
28 changes: 28 additions & 0 deletions sessions/test/processed_data/AMZ_sep22.csv
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Date,Memo,Amount,account_key,snippet_key,filename_key
09/25/2022,AUTOMATIC PAYMENT - THANK YOU,29.0,4,,16
09/01/2022,AMAZON DIGITAL SEATTLE WA,-4.99,4,,16
09/04/2022,AMAZON RETAIL SEATTLE WA,-20.26,4,,16
09/05/2022,AMAZON RETAIL SEATTLE WA,-41.72,4,,16
09/05/2022,AMAZON MARKETPLACE SEATTLE WA,-19.92,4,,16
09/08/2022,AMAZON RETAIL SEATTLE WA,-38.78,4,,16
09/08/2022,AMAZON RETAIL SEATTLE WA,-12.58,4,,16
09/11/2022,AMAZON RETAIL SEATTLE WA,-7.48,4,,16
09/12/2022,AMAZON MARKETPLACE SEATTLE WA,-30.88,4,,16
09/13/2022,AMAZON MARKETPLACE SEATTLE WA,-39.86,4,,16
09/15/2022,AMAZON MARKETPLACE SEATTLE WA,-30.99,4,,16
09/20/2022,AMAZON MARKETPLACE SEATTLE WA,-37.64,4,,16
09/20/2022,AMAZON MARKETPLACE SEATTLE WA,-16.6,4,,16
09/21/2022,AMAZON RETAIL SEATTLE WA,-15.49,4,,16
09/21/2022,AMAZON MARKETPLACE SEATTLE WA,-43.88,4,,16
09/21/2022,AMAZON MARKETPLACE SEATTLE WA,-86.37,4,,16
09/22/2022,AMAZON MARKETPLACE SEATTLE WA,-9.96,4,,16
09/25/2022,AMAZON MARKETPLACE SEATTLE WA,-35.42,4,,16
09/25/2022,AMAZON MARKETPLACE SEATTLE WA,-44.28,4,,16
09/26/2022,AMAZON RETAIL SEATTLE WA,-51.28,4,,16
09/26/2022,AMAZON MARKETPLACE SEATTLE WA,-17.71,4,,16
09/26/2022,AMAZON MARKETPLACE SEATTLE WA,-7.74,4,,16
09/30/2022,AMAZON MARKETPLACE SEATTLE WA,-9.96,4,,16
10/01/2022,AMAZON MARKETPLACE SEATTLE WA,-23.25,4,,16
10/01/2022,AMAZON DIGITAL SEATTLE WA,-4.99,4,,16
10/02/2022,CARD SECURITY 1 800 815 4051,-13.15,4,,16
10/02/2022,INTEREST CHARGE ON PURCHASES,-10.73,4,,16
32 changes: 32 additions & 0 deletions sessions/test/processed_data/Apple Card Transactions - December 2022.csv
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Date,Memo,Amount,account_key,snippet_key,filename_key
01/01/2023,INTEREST CHARGE,-13.63,1,,13
12/29/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-1.81,1,,13
12/30/2022,TARGET 0002185719661 HERSPERIAN BLVD HAYWARD 94541 CA USA,-28.13,1,,13
12/29/2022,CANTEEN VENDING 100 DEERFIELD LN STE300 SAN JOSE 95136 CA USA,-6.35,1,,13
12/27/2022,JBA INVESTMENT GROUP L1390 PEAR AVE STE D MOUNTAIN VIEW94043 CA USA,-11.92,1,,13
12/27/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-1.72,1,,13
12/26/2022,SAFEWAY #2708 2227 S SHORE CENTER ALAMEDA 94501 CA USA,-60.08,1,,13
12/24/2022,RAMEN 101. 699 LEWELLING BOULEVARD SAN LEANDRO 94579 CA USA,-29.9,1,,13
12/24/2022,BEST BUY 0000144631350 COURTHOUSE DRIVE UNION CITY 94587 CA USA,-39.86,1,,13
12/24/2022,APPLE STORE #R101 ONE STONERIDGE MALL PLEASANTON 94588 CA USA,-274.52,1,,13
12/22/2022,SQ *THE KEBAB SHOP 43834 PACIFIC COMMONS BOULEVARD FREMONT 94538 CA USA,-20.15,1,,13
12/21/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-5.06,1,,13
12/21/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-1.81,1,,13
12/22/2022,CITY OF HAYWARD 777 B STREET 510-583-4600 94541 CA USA,-1293.43,1,,13
12/20/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-2.24,1,,13
12/18/2022,PHO TAI 151 WEST JACKSON ST HAYWARD 94544 CA USA,-27.84,1,,13
12/19/2022,YO-KAI EXPRESS 45500 FREMONT BOULEVARD FREMONT 94538 CA USA,-13.1,1,,13
12/18/2022,DREAM INN FB 175 W CLIFF DR SANTA CRUZ 95060-5438CA USA,-14.11,1,,13
12/18/2022,SQ *COWELLS SURF SHOP 30 FRONT ST SANTA CRUZ 95060 CA USA,-54.61,1,,13
12/17/2022,COMCAST CALIFORNIA 3055 COMCAST PL 800-COMCAST 94551 CA USA,-123.0,1,,13
12/16/2022,JBA INVESTMENT GROUP L1390 PEAR AVE STE D MOUNTAIN VIEW94043 CA USA,-12.19,1,,13
12/13/2022,JBA INVESTMENT GROUP L1390 PEAR AVE STE D MOUNTAIN VIEW94043 CA USA,-14.63,1,,13
12/12/2022,JBA INVESTMENT GROUP L1390 PEAR AVE STE D MOUNTAIN VIEW94043 CA USA,-17.61,1,,13
12/07/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-1.81,1,,13
12/06/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-2.99,1,,13
12/06/2022,YO-KAI EXPRESS 45500 FREMONT BOULEVARD FREMONT 94538 CA USA,-13.1,1,,13
12/05/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-2.99,1,,13
12/05/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-1.59,1,,13
12/05/2022,JBA INVESTMENT GROUP L1390 PEAR AVE STE D MOUNTAIN VIEW94043 CA USA,-18.69,1,,13
12/04/2022,MONARCH BAY GOLF CLUB 13800 MONARCH BAY DR SAN LEANDRO 94577 CA USA,-20.0,1,,13
12/03/2022,TST* MISSION PEAK SPOR4020 TECHNOLOGY PL FREMONT 94538 CA USA,-8.51,1,,13
30 changes: 30 additions & 0 deletions sessions/test/processed_data/Apple Card Transactions - July 2022.csv
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Date,Memo,Amount,account_key,snippet_key,filename_key
07/30/2022,OAKLAND PARK METER IPS250 FRANK OGAWA PLZ 6300 OAKLAND 94612 CA USA,-1.0,1,,12
07/29/2022,JBA INVESTMENT GROUP L1390 PEAR AVE STE D MOUNTAIN VIEW94043 CA USA,-3.7,1,,12
07/26/2022,ELEMENTARY OS 2035 SUNSET LAKE ROADSUITE B-2 NEWARK 19702 DE USA,-10.0,1,,12
07/23/2022,"WASTE MGMT WM EZPAY 1001 FANNIN, SUITE 4000 8668342080 77002 TX USA",-113.01,1,,12
07/23/2022,ACH DEPOSIT INTERNET TRANSFER FROM ACCOUNT ENDING IN 9878,3126.07,1,,12
07/22/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-2.24,1,,12
07/19/2022,CANTEEN VENDING 100 DEERFIELD LN STE300 SAN JOSE 95136 CA USA,-5.67,1,,12
07/21/2022,SQ *VAN'S CATERING TESLA FREMONT 95116 CA USA,-13.17,1,,12
07/20/2022,JBA INVESTMENT GROUP L1390 PEAR AVE STE D MOUNTAIN VIEW94043 CA USA,-11.11,1,,12
07/18/2022,LOWES #01132* 32040 UNION LANDING BLVD. UNION CITY 94587 CA USA,-9.92,1,,12
07/18/2022,THE HOME DEPOT #1017 21787 HESPERIAN BLVD HAYWARD 945410000 CA USA,-58.63,1,,12
07/17/2022,COMCAST CALIFORNIA 3055 COMCAST PL 800-COMCAST 94551 CA USA,-123.0,1,,12
07/18/2022,TARGET 0002185719661 HERSPERIAN BLVD HAYWARD 94541 CA USA,-50.74,1,,12
07/16/2022,BEVERAGES & MORE #158 15100 HESPERIAN BLVD SAN LEANDRO 94578 CA USA,-32.67,1,,12
07/11/2022,365 MARKET 888 432-321743 MAPLELAWN DR TROY 48084 MI USA,-1.81,1,,12
07/10/2022,IN N OUT BURGER 193 8300 OAKPORT ST OAKLAND 94621 CA USA,-12.73,1,,12
07/10/2022,WENDYS #11068 189 98TH AVE OAKLAND 94603 CA USA,-7.7,1,,12
07/11/2022,"SQ *KABOB TROLLEY, LLC45953 WARM SPRINGS BOULEVARD FREMONT 94539 CA USA",-15.21,1,,12
07/10/2022,THE HOME DEPOT #1017 21787 HESPERIAN BLVD HAYWARD 945410000 CA USA,-13.9,1,,12
07/09/2022,APPLE STORE #R101 ONE STONERIDGE MALL PLEASANTON 94588 CA USA,-29.0,1,,12
07/09/2022,BUCKLE #405 2225 STONERIDGE MALL RD PLEASANTON 94588 CA USA,-49.56,1,,12
07/09/2022,STONERIDGE TYPO - 17101232 STONERIDGE MALL PLEASANTON 94588 CA USA,-13.2,1,,12
07/09/2022,SQ *GO FISH POKE BAR 2433 STONERIDGE MALL ROAD PLEASANTON 94588 CA USA,-21.24,1,,12
07/09/2022,ENCINAL NURSERY 2057 ENCINAL AVE ALAMEDA 94501 CA USA,-49.33,1,,12
07/09/2022,BIG DISCOUNT TIRE PROS1835 OAK ST UNIT A ALAMEDA 94501 CA USA,-1889.15,1,,12
07/05/2022,STEAM PURCHASE 10400 NE 4TH STE STE 1400 425-9522985 98004 WA USA,-17.98,1,,12
07/04/2022,PANDA EXPRESS #972 P 24387 SOUTHLAND DR. 8008778988 94545 CA USA,-32.37,1,,12
07/03/2022,DISH N DASH CHRISTY 43514 CHRISTY ST. FREMONT 94538 CA USA,-30.36,1,,12
07/01/2022,TST* SUPER MARIO'S FOO2265 MARINA BLVD APT 11 SAN LEANDRO 94577 CA USA,-15.51,1,,12
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