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1
.gitignore vendored
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@ -2,4 +2,3 @@ node_modules/*
.env .env
*.log *.log
*.pem *.pem
.vscode/

8
plan/api.markdown Normal file
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## /source
| end-point | method | body type | body | return |
| --------- | ------ | --------- | ----------- | ------------------------------------------ |
| source | GET | JSON | | source.json |
| source | POST | JSON | source.json | {"status":"ok/fail","message":"blah blah"} |
| regex | GET | JSON | | regex.json |
| regex | POST | JSON | regex.json | {"status":"ok/fail","message":"blah blah"} |

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doc templates/maps.json → plan/maps.json
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doc templates/regex.json → plan/regex.json
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doc templates/source.json → plan/source.json
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112
plan/workflow.md Normal file
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## general workflow overview
* initial setup
1. create a source
2. run import
3. setup regex
4. map all regex
* on-going usage
1. run import
2. address any new unmapped items
## source maintenance
```
+-------------------------------------------------------------------------------------------------+
| +-------------+ |
| |MAKE NEW | |
| +-------------+ |
| |
| existing sources source name |
| +--------------+ +---------------+ |
| |dcard | |dcard | |
| |hunt | +---------------+ |
| |pncc | data source |
| |paycom | +---------------+ |
| |adp | |client file | enum based on api functions |
| | | +---------------+ |
| | | loading function |
| | | +---------------+ |
| | | |cs^ parser | enum based on api functions |
| | | +---------------+ |
| | | schema |
| | | +----------------+ +------------+ |
| | | |default | |b: add new | |
| | | +----------------+ +------------+ |
| | | +------------------------------------------------------------+ |
| | | |path |data type |column name |constrai| |
| | | +------------------------------------------------------------+ |
| | | |{Post. Date} |date |post_date |X |delete |
| | | |{Amount} |numeric |amount |X |delete |
| | | |{Trans. Date} |date |trans_date |X |delete |
| | | |{Category} |text |category | |delete |
| | | |{Description} |text |descr | |delete |
| | | | | | | |add |
| +--------------+ +------------------------------------------------------------+ |
| |
| |
| |
| |
+-------------------------------------------------------------------------------------------------+
||Trans. Date|Post Date|Description |Amount|Category | |
|---------------------------------------------------------------------------------------------+ |
||1/2/2018 |1/2/2018 |GOOGLE *YOUTUBE VIDEOS G.CO/HELPPAY#CAP0H07TXV|4.26 |Services | |
||1/2/2018 |1/2/2018 |MICROSOFT *ONEDRIVE 800-642-7676 WA |4.26 |Services | |
||1/3/2018 |1/3/2018 |CLE CLINIC PT PMTS 216-445-6249 OHAK2C57F2F0B3|200 |Medical Services| |
+|1/4/2018 +1/4/2018 +AT&T *PAYMENT 800-288-2020 TX +57.14 +Services | |
| |
+-------------------------------------------------------------------------------------------------+
```
## regex maintenance
```
+-------------------------------------------------------------------------------------------------------------------------------------+
| |
| |
| filter - only apply to where these top level keys exist |
| sources name |
| +---------------+ +--------------+ +----------------------+----------------------+ |
| |dcard | |First 20 | |top level key | value | |
| |hunt | +--------------+ +---------------------------------------------+ |
| |pncc | source |key-name |certain value | |
| |pnco | +--------------+ | | | |
| |pncl | |dcard | | | | |
| |paycom | +--------------+ | | | |
| |adp | sequence | | | |
| | | +--------------+ +----------------------+----------------------+ |
| +---------------+ |1 | |
| targets +--------------+ |
| +---------------+ function |
| |check number|1 | +--------------+ |
| |strip commas|2 | |extract | enum extract, replace |
| |trans type |3 | +--------------+ |
| |currency |4 | |
| |parse ach |5 | +-----------------------------------+---------+-----------------------------------------------+ |
| | | | |key |map |fl|re|replace | newkey | | |
| | | | +---------------------------------------------------------------------------------------------+ |
| | | | |{Description} |y | |y | | f20 |.{1,20} |delete |
| | | | | | | | | | | |add |
| | | | | | | | | | | | |
| | | | | | | | | | | | |
| | | | +--------------+----+--+--+---------+---------+-----------------------------------------------+ |
| +------------+--+ |
| +-------------------------------------------------------------------------------------+ |
| |map |return value |party |reason |add column | |
| +-------------------------------------------------------------------------------------+ |
| |First 20|{"f20": "DISCOUNT DRUG MART 3"}|Discount Drug Mart|groceries | | |
| |First 20|{"f20": "TARGET STOW OH"} |Target |groceries | | |
| |First 20|{"f20": "WALMART GROCERY 800-"}|Walmart |groceries | | |
| |First 20|{"f20": "CIRCLE K 05416 STOW "}|Circle K |gasoline | | |
| |First 20|{"f20": "TARGET.COM * 800-591"}|Target |home supplies| | |
| |First 20|{"f20": "ACME NO. 17 STOW OH"} |Acme |groceries | | |
| |First 20|{"f20": "AT&T *PAYMENT 800-28"}|AT&T |internet | | |
| |First 20|{"f20": "AUTOZONE #0722 STOW "}|Autozone |auto maint | | |
| |First 20|{"f20": "BESTBUYCOM8055267948"}|BestBuy |home supplies| | |
| |First 20|{"f20": "BUFFALO WILD WINGS K"}|Buffalo Wild Wings|restaurante | | |
| |First 20|{"f20": "CASHBACK BONUS REDEM"}|Discover Card |financing | | |
| |First 20|{"f20": "CLE CLINIC PT PMTS 2"}|Cleveland Clinic |medical | | |
| | | | |
| +-------------------------------------------------------------------------------------+ |
+-------------------------------------------------------------------------------------------------------------------------------------+
```

138
readme.md
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data munger ### Interaction Details
=================================================
organized storage and cleansing of disparate data * Maintain source definitions
* List all sources
* change existing
* create new (with optional sample data to pre-poluate)
* option to step into regex config
current formats * Regex Instructions (Maint/Inquire)
-------------------------------------------------- * select source
* csv * list all targets for that source
* json * either edit existing target or make a new one
* target editing
* for each component of the instruction
* be able to run ad-hoc regex
* add additional components
functions * Cross Reference List (Maint/Inquire)
-------------------------------------------------
* define constraints to prevent overlap during import * for a given regex target
* manipulate with regex * list all output values (or only not yet mapped) and give oportunity to assign alternate value under a different key
* tag data en masse
* flatten into traditional tables for downstream analytics * Run Import
* insert new data
### source definition
```
srce | jsonb_pretty
------+---------------------------------------------------
hunt | { +
| "name": "hunt", +
| "source": "client_file", +
| "schemas": { +
| "default": [ +
| { +
| "path": "{Date}", +
| "type": "date", +
| "column_name": "Date" +
| }, +
| { +
| "path": "{Reference Number}", +
| "type": "numeric", +
| "column_name": "Reference Number"+
| }, +
| { +
| "path": "{Payee Name}", +
| "type": "text", +
| "column_name": "Payee Name" +
| }, +
| { +
| "path": "{Memo}", +
| "type": "text", +
| "column_name": "Memo" +
| }, +
| { +
| "path": "{Amount}", +
| "type": "numeric", +
| "column_name": "Amount" +
| }, +
| { +
| "path": "{Category Name}", +
| "type": "text", +
| "column_name": "Cateogry Name" +
| } +
| ] +
| }, +
| "constraint": [ +
| "{Date}" +
| ], +
| "loading_function": "csv" +
| }
```
### regex definitions
```
srce | target | regex | seq
-------+----------+--------------------------------------------------------------------------------+-----
dcard | First 20 | { +| 2
| | "name": "First 20", +|
| | "srce": "dcard", +|
| | "regex": { +|
| | "defn": [ +|
| | { +|
| | "key": "{Description}", +|
| | "map": "y", +|
| | "flag": "", +|
| | "field": "f20", +|
| | "regex": ".{1,20}", +|
| | "retain": "y" +|
| | } +|
| | ], +|
| | "name": "First 20", +|
| | "where": [ +|
| | { +|
| | } +|
| | ], +|
| | "function": "extract", +|
| | "description": "pull first 20 characters from description for mapping"+|
| | }, +|
| | "sequence": 2 +|
| | } |
hunt | First 20 | { +| 1
| | "name": "First 20", +|
| | "srce": "hunt", +|
| | "regex": { +|
| | "defn": [ +|
| | { +|
| | "key": "{Memo}", +|
| | "map": "y", +|
| | "flag": "", +|
| | "field": "f20", +|
| | "regex": ".{1,20}", +|
| | "retain": "y" +|
| | } +|
| | ], +|
| | "name": "First 20", +|
| | "where": [ +|
| | { +|
| | } +|
| | ], +|
| | "function": "extract", +|
| | "description": "pull first 20 characters from description for mapping"+|
| | }, +|
| | "sequence": 1 +|
| | } |
```

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