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feat: coherence source with templates (#16)
* feat: wip! coherence source with templates * feat: add sprig functions * test: add venom test + changelog
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,75 @@ | ||
| // Copyright (C) 2023 CGI France | ||
| // | ||
| // This file is part of MIMO. | ||
| // | ||
| // MIMO is free software: you can redistribute it and/or modify | ||
| // it under the terms of the GNU General Public License as published by | ||
| // the Free Software Foundation, either version 3 of the License, or | ||
| // (at your option) any later version. | ||
| // | ||
| // MIMO is distributed in the hope that it will be useful, | ||
| // but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
| // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
| // GNU General Public License for more details. | ||
| // | ||
| // You should have received a copy of the GNU General Public License | ||
| // along with MIMO. If not, see <http://www.gnu.org/licenses/>. | ||
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| package mimo | ||
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| import ( | ||
| "fmt" | ||
| "strings" | ||
| "text/template" | ||
| "unicode" | ||
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| "github.com/Masterminds/sprig/v3" | ||
| "golang.org/x/text/runes" | ||
| "golang.org/x/text/transform" | ||
| "golang.org/x/text/unicode/norm" | ||
| ) | ||
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| func generateCoherentSource(tmplstring string, root DataRow, stack []any) (string, error) { | ||
| funcmap := generateFuncMap() | ||
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| funcmap["Stack"] = generateStackFunc(stack) | ||
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| tmpl, err := template.New("template").Funcs(sprig.TxtFuncMap()).Funcs(funcmap).Parse(tmplstring) | ||
| if err != nil { | ||
| return "", fmt.Errorf("%w", err) | ||
| } | ||
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| result := &strings.Builder{} | ||
| err = tmpl.Execute(result, root) | ||
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| return result.String(), err | ||
| } | ||
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| func generateFuncMap() template.FuncMap { | ||
| funcMap := template.FuncMap{} | ||
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| funcMap["ToUpper"] = strings.ToUpper | ||
| funcMap["ToLower"] = strings.ToLower | ||
| funcMap["NoAccent"] = rmAcc | ||
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| return funcMap | ||
| } | ||
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| func generateStackFunc(theStack []any) func(index int) any { | ||
| return func(index int) any { | ||
| if index > 0 { | ||
| return theStack[index-1] | ||
| } | ||
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| return theStack[len(theStack)+index-1] | ||
| } | ||
| } | ||
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| // rmAcc removes accents from string | ||
| // Function derived from: http://blog.golang.org/normalization | ||
| func rmAcc(s string) string { | ||
| t := transform.Chain(norm.NFD, runes.Remove(runes.In(unicode.Mn)), norm.NFC) | ||
| result, _, _ := transform.String(t, s) | ||
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| return result | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| version: "1" | ||
| metrics: | ||
| - name: "batchs.[].accounts.[].number" | ||
| coherentSource: "{{$batch := Stack -3}}{{Stack 0}} + {{$batch.id}}" |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,52 @@ | ||
| <!DOCTYPE html> | ||
| <html lang="en"> | ||
| <head> | ||
| <meta charset="UTF-8" /> | ||
| <title>MIMO Report</title> | ||
| <meta name="viewport" content="width=device-width,initial-scale=1" /> | ||
| <meta name="description" content="MIMO Report" /> | ||
| </head> | ||
| <body> | ||
| <h1>MIMO Report</h1> | ||
| <table border="1" cellspacing="0" cellpadding="5"> | ||
| <thead> | ||
| <th>Field</th> | ||
| <th>Nil</th> | ||
| <th>Empty</th> | ||
| <th>Masked</th> | ||
| <th>Missed</th> | ||
| <th>Masking Rate</th> | ||
| <th>Coherent Rate</th> | ||
| <th>Identifiable Rate</th> | ||
| <th>K</th> | ||
| </thead> | ||
| <tbody> | ||
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| <tr> | ||
| <td>batchs.[].accounts.[].number</td> | ||
| <td>0</td> | ||
| <td>0</td> | ||
| <td>4</td> | ||
| <td>0</td> | ||
| <td style="background-color: lightgreen">100.00 %</td> | ||
| <td style="background-color: orange">66.67 %</td> | ||
| <td style="background-color: lightgreen">100.00 %</td> | ||
| <td style="background-color: orange">1</td> | ||
| </tr> | ||
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| <tr> | ||
| <td>batchs.[].id</td> | ||
| <td>0</td> | ||
| <td>0</td> | ||
| <td>0</td> | ||
| <td>3</td> | ||
| <td style="background-color: orange">0.00 %</td> | ||
| <td style="background-color: lightgreen">100.00 %</td> | ||
| <td style="background-color: lightgreen">100.00 %</td> | ||
| <td style="background-color: orange">1</td> | ||
| </tr> | ||
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| </tbody> | ||
| </table> | ||
| </body> | ||
| </html> |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,19 @@ | ||
| # Venom Test Suite definition | ||
| # Check Venom documentation for more information : https://github.com/ovh/venom | ||
| name: use templates to compute coherent source | ||
| testcases: | ||
| - name: template with use of Stack object | ||
| steps: | ||
| - script: echo '{"batchs":[{"id":1,"accounts":[{"number":"01234"},{"number":"56789"}]}]}' > working/real.jsonl | ||
| - script: echo '{"batchs":[{"id":1,"accounts":[{"number":"56789"}]},{"id":2,"accounts":[{"number":"01234"}]}]}' >> working/real.jsonl | ||
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| - script: echo '{"batchs":[{"id":1,"accounts":[{"number":"A"},{"number":"B"}]}]}' > working/masked.jsonl | ||
| - script: echo '{"batchs":[{"id":1,"accounts":[{"number":"C"}]},{"id":2,"accounts":[{"number":"D"}]}]}' >> working/masked.jsonl | ||
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| - script: cat working/masked.jsonl | mimo --config ../configs/config_template.yaml -v3 working/real.jsonl | ||
| assertions: | ||
| - result.code ShouldEqual 0 | ||
| - result.systemerr ShouldContainSubstring batchs.[].id count-empty=0 count-masked=0 count-missed=3 count-nil=0 field=batchs.[].id rate-coherence=1 rate-identifiable=1 rate-masking=0 | ||
| - result.systemerr ShouldContainSubstring batchs.[].accounts.[].number count-empty=0 count-masked=4 count-missed=0 count-nil=0 field=batchs.[].accounts.[].number rate-coherence=0.6666666666666666 rate-identifiable=1 rate-masking=1 | ||
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| - script: mv report.html ../reports/report_template_source_stack.html |