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DataWizard

ST3/ST4 package for advanced data manipulation in delimited flat files (.csv, .psv, .tsv, .txt, .dat .etc). Supports auto detection of delimiters, Justification of delimited file, collapsing delimited files, pivoting delimited files, pop columns to end (cycling first column to end in pivoted data sets, see example), data masking(shuffle list, shuffle characters), data sampling, and converting datagrid to sql insert statements. This Package is especially helpful for ETL or any task that interfaces with delimited flat files in which you are constantly opening files and inspecting them. Allows for instant human readability and analysis.

Install / Use

/learn @nickklaskala/DataWizard
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

DataWizard

ST3/ST4 package for advanced data manipulation in delimited flat files (.csv, .psv, .tsv, .txt, .dat .etc). Supports auto detection of delimiters, Justification of delimited file, collapsing delimited files, pivoting delimited files, pop columns to end (cycling first column to end in pivoted data sets, see example), data masking(shuffle list, shuffle characters), data sampling, and converting datagrid to sql insert statements. This Package is especially helpful for ETL or any task that interfaces with delimited flat files in which you are constantly opening files and inspecting them. Allows for instant human readability and analysis. Notes: it's strongly recommended to key bind the justify, collapse, pivot, and pop commands. Recommended Key Bindings

//recommended bindings
// { "keys": ["alt+\\"],           "command": "datawizardjustifycolumns"},
// { "keys": ["alt+shift+\\"],     "command": "datawizardcollapsecolumns"},
// { "keys": ["alt+p"],            "command": "datawizardpivot"},
// { "keys": ["alt+shift+p"],      "command": "datawizardpivotjustify"},
// { "keys": ["alt+l"],            "command": "datawizardpop"},
// { "keys": ["alt+s"],            "command": "datawizarddistinctcolumns"},
// { "keys": ["alt+shift+s"],      "command": "datawizarddistinctcolumnformats"},
// { "keys": ["alt+j"],            "command": "datawizarddistinctcolumnstojson"},
// { "keys": ["alt+shift+j"],      "command": "datawizarddistinctcolumnformatstojson"},
// { "keys": ["alt+i"],            "command": "datawizardstatisticssampledelimiteddiffs"},
// { "keys": ["alt+q"],            "command": "datawizardconverttosqlinsertpostgres"},


//not neccessary to map these but you can if wanted.
//sense these are less common i really just use the context menu for these actions by right clicking in the canvas

// {"keys":["alt+?"],"command":"datawizarddistinctchars"},
// {"keys":["alt+?"],"command":"datawizardkeepdelimiters"},
// {"keys":["alt+?"],"command":"datawizardleadingzerosadd"},
// {"keys":["alt+?"],"command":"datawizardleadingzerosremove"},
// {"keys":["alt+?"],"command":"datawizardsqltolowercaser"},
// {"keys":["alt+?"],"command":"datawizardpyvartotext"},
// {"keys":["alt+?"],"command":"datawizardrandomshufflecolumnvertically"},
// {"keys":["alt+?"],"command":"datawizardrandomshufflecharvertically"},
// {"keys":["alt+?"],"command":"datawizardconverttosqlinsert"},
// {"keys":["alt+?"],"command":"datawizardopenchrometab"},
// {"keys":["alt+?"],"command":"datawizardformatjson"},

Justify Collapse Columns (auto detects delimiters) Justify_Collapse

Pivot and Justify Pivot_Justify

Pop pop

Distinct Columns Distinct_Columns

Distinct Columns into Json Distinct_Columns_JSON

SQL Inserts(batched in groups of 1000) now supporting sql server and postgres syntax SQLInserts

LeadingZerosAddRemove LeadingZerosAddRemove

Shuffle Columns ShuffleColumnVertically

Shuffle Characters vertically within equal length strings ShuffleCharsVertically

Distinct Characters Sample

Other misc function Read Py Variables PyVarToText

View on GitHub
GitHub Stars17
CategoryData
Updated10mo ago
Forks0

Languages

Python

Security Score

82/100

Audited on May 24, 2025

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