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diff --git a/node_modules/diff-sequences/LICENSE b/node_modules/diff-sequences/LICENSE new file mode 100644 index 0000000..b96dcb0 --- /dev/null +++ b/node_modules/diff-sequences/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) Facebook, Inc. and its affiliates. + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/node_modules/diff-sequences/README.md b/node_modules/diff-sequences/README.md new file mode 100644 index 0000000..42066c7 --- /dev/null +++ b/node_modules/diff-sequences/README.md @@ -0,0 +1,404 @@ +# diff-sequences + +Compare items in two sequences to find a **longest common subsequence**. + +The items not in common are the items to delete or insert in a **shortest edit script**. + +To maximize flexibility and minimize memory, you write **callback** functions as configuration: + +**Input** function `isCommon(aIndex, bIndex)` compares items at indexes in the sequences and returns a truthy/falsey value. This package might call your function more than once for some pairs of indexes. + +- Because your function encapsulates **comparison**, this package can compare items according to `===` operator, `Object.is` method, or other criterion. +- Because your function encapsulates **sequences**, this package can find differences in arrays, strings, or other data. + +**Output** function `foundSubsequence(nCommon, aCommon, bCommon)` receives the number of adjacent items and starting indexes of each common subsequence. If sequences do not have common items, then this package does not call your function. + +If N is the sum of lengths of sequences and L is length of a longest common subsequence, then D = N – 2L is the number of **differences** in the corresponding shortest edit script. + +[_An O(ND) Difference Algorithm and Its Variations_](http://xmailserver.org/diff2.pdf) by Eugene W. Myers is fast when sequences have **few** differences. + +This package implements the **linear space** variation with optimizations so it is fast even when sequences have **many** differences. + +## Usage + +To add this package as a dependency of a project, do either of the following: + +- `npm install diff-sequences` +- `yarn add diff-sequences` + +To use `diff` as the name of the default export from this package, do either of the following: + +- `var diff = require('diff-sequences').default; // CommonJS modules` +- `import diff from 'diff-sequences'; // ECMAScript modules` + +Call `diff` with the **lengths** of sequences and your **callback** functions: + +```js +const a = ['a', 'b', 'c', 'a', 'b', 'b', 'a']; +const b = ['c', 'b', 'a', 'b', 'a', 'c']; + +function isCommon(aIndex, bIndex) { +  return a[aIndex] === b[bIndex]; +} +function foundSubsequence(nCommon, aCommon, bCommon) { +  // see examples +} + +diff(a.length, b.length, isCommon, foundSubsequence); +``` + +## Example of longest common subsequence + +Some sequences (for example, `a` and `b` in the example of usage) have more than one longest common subsequence. + +This package finds the following common items: + +| comparisons of common items      | values     |            output arguments | +| :------------------------------- | :--------- | --------------------------: | +| `a[2] === b[0]`                  | `'c'`      | `foundSubsequence(1, 2, 0)` | +| `a[4] === b[1]`                  | `'b'`      | `foundSubsequence(1, 4, 1)` | +| `a[5] === b[3] && a[6] === b[4]` | `'b', 'a'` | `foundSubsequence(2, 5, 3)` | + +The “edit graph” analogy in the Myers paper shows the following common items: + +| comparisons of common items      | values     | +| :------------------------------- | :--------- | +| `a[2] === b[0]`                  | `'c'`      | +| `a[3] === b[2] && a[4] === b[3]` | `'a', 'b'` | +| `a[6] === b[4]`                  | `'a'`      | + +Various packages which implement the Myers algorithm will **always agree** on the **length** of a longest common subsequence, but might **sometimes disagree** on which **items** are in it. + +## Example of callback functions to count common items + +```js +// Return length of longest common subsequence according to === operator. +function countCommonItems(a, b) { +  let n = 0; +  function isCommon(aIndex, bIndex) { +    return a[aIndex] === b[bIndex]; +  } +  function foundSubsequence(nCommon) { +    n += nCommon; +  } + +  diff(a.length, b.length, isCommon, foundSubsequence); + +  return n; +} + +const commonLength = countCommonItems( +  ['a', 'b', 'c', 'a', 'b', 'b', 'a'], +  ['c', 'b', 'a', 'b', 'a', 'c'], +); +``` + +| category of items  |                expression | value | +| :----------------- | ------------------------: | ----: | +| in common          |            `commonLength` |   `4` | +| to delete from `a` | `a.length - commonLength` |   `3` | +| to insert from `b` | `b.length - commonLength` |   `2` | + +If the length difference `b.length - a.length` is: + +- negative: its absolute value is the minimum number of items to **delete** from `a` +- positive: it is the minimum number of items to **insert** from `b` +- zero: there is an **equal** number of items to delete from `a` and insert from `b` +- non-zero: there is an equal number of **additional** items to delete from `a` and insert from `b` + +In this example, `6 - 7` is: + +- negative: `1` is the minimum number of items to **delete** from `a` +- non-zero: `2` is the number of **additional** items to delete from `a` and insert from `b` + +## Example of callback functions to find common items + +```js +// Return array of items in longest common subsequence according to Object.is method. +const findCommonItems = (a, b) => { +  const array = []; +  diff( +    a.length, +    b.length, +    (aIndex, bIndex) => Object.is(a[aIndex], b[bIndex]), +    (nCommon, aCommon) => { +      for (; nCommon !== 0; nCommon -= 1, aCommon += 1) { +        array.push(a[aCommon]); +      } +    }, +  ); +  return array; +}; + +const commonItems = findCommonItems( +  ['a', 'b', 'c', 'a', 'b', 'b', 'a'], +  ['c', 'b', 'a', 'b', 'a', 'c'], +); +``` + +| `i` | `commonItems[i]` | `aIndex` | +| --: | :--------------- | -------: | +| `0` | `'c'`            |      `2` | +| `1` | `'b'`            |      `4` | +| `2` | `'b'`            |      `5` | +| `3` | `'a'`            |      `6` | + +## Example of callback functions to diff index intervals + +Instead of slicing array-like objects, you can adjust indexes in your callback functions. + +```js +// Diff index intervals that are half open [start, end) like array slice method. +const diffIndexIntervals = (a, aStart, aEnd, b, bStart, bEnd) => { +  // Validate: 0 <= aStart and aStart <= aEnd and aEnd <= a.length +  // Validate: 0 <= bStart and bStart <= bEnd and bEnd <= b.length + +  diff( +    aEnd - aStart, +    bEnd - bStart, +    (aIndex, bIndex) => Object.is(a[aStart + aIndex], b[bStart + bIndex]), +    (nCommon, aCommon, bCommon) => { +      // aStart + aCommon, bStart + bCommon +    }, +  ); + +  // After the last common subsequence, do any remaining work. +}; +``` + +## Example of callback functions to emulate diff command + +Linux or Unix has a `diff` command to compare files line by line. Its output is a **shortest edit script**: + +- **c**hange adjacent lines from the first file to lines from the second file +- **d**elete lines from the first file +- **a**ppend or insert lines from the second file + +```js +// Given zero-based half-open range [start, end) of array indexes, +// return one-based closed range [start + 1, end] as string. +const getRange = (start, end) => +  start + 1 === end ? `${start + 1}` : `${start + 1},${end}`; + +// Given index intervals of lines to delete or insert, or both, or neither, +// push formatted diff lines onto array. +const pushDelIns = (aLines, aIndex, aEnd, bLines, bIndex, bEnd, array) => { +  const deleteLines = aIndex !== aEnd; +  const insertLines = bIndex !== bEnd; +  const changeLines = deleteLines && insertLines; +  if (changeLines) { +    array.push(getRange(aIndex, aEnd) + 'c' + getRange(bIndex, bEnd)); +  } else if (deleteLines) { +    array.push(getRange(aIndex, aEnd) + 'd' + String(bIndex)); +  } else if (insertLines) { +    array.push(String(aIndex) + 'a' + getRange(bIndex, bEnd)); +  } else { +    return; +  } + +  for (; aIndex !== aEnd; aIndex += 1) { +    array.push('< ' + aLines[aIndex]); // delete is less than +  } + +  if (changeLines) { +    array.push('---'); +  } + +  for (; bIndex !== bEnd; bIndex += 1) { +    array.push('> ' + bLines[bIndex]); // insert is greater than +  } +}; + +// Given content of two files, return emulated output of diff utility. +const findShortestEditScript = (a, b) => { +  const aLines = a.split('\n'); +  const bLines = b.split('\n'); +  const aLength = aLines.length; +  const bLength = bLines.length; + +  const isCommon = (aIndex, bIndex) => aLines[aIndex] === bLines[bIndex]; + +  let aIndex = 0; +  let bIndex = 0; +  const array = []; +  const foundSubsequence = (nCommon, aCommon, bCommon) => { +    pushDelIns(aLines, aIndex, aCommon, bLines, bIndex, bCommon, array); +    aIndex = aCommon + nCommon; // number of lines compared in a +    bIndex = bCommon + nCommon; // number of lines compared in b +  }; + +  diff(aLength, bLength, isCommon, foundSubsequence); + +  // After the last common subsequence, push remaining change lines. +  pushDelIns(aLines, aIndex, aLength, bLines, bIndex, bLength, array); + +  return array.length === 0 ? '' : array.join('\n') + '\n'; +}; +``` + +## Example of callback functions to format diff lines + +Here is simplified code to format **changed and unchanged lines** in expected and received values after a test fails in Jest: + +```js +// Format diff with minus or plus for change lines and space for common lines. +const formatDiffLines = (a, b) => { +  // Jest depends on pretty-format package to serialize objects as strings. +  // Unindented for comparison to avoid distracting differences: +  const aLinesUn = format(a, {indent: 0 /*, other options*/}).split('\n'); +  const bLinesUn = format(b, {indent: 0 /*, other options*/}).split('\n'); +  // Indented to display changed and unchanged lines: +  const aLinesIn = format(a, {indent: 2 /*, other options*/}).split('\n'); +  const bLinesIn = format(b, {indent: 2 /*, other options*/}).split('\n'); + +  const aLength = aLinesIn.length; // Validate: aLinesUn.length === aLength +  const bLength = bLinesIn.length; // Validate: bLinesUn.length === bLength + +  const isCommon = (aIndex, bIndex) => aLinesUn[aIndex] === bLinesUn[bIndex]; + +  // Only because the GitHub Flavored Markdown doc collapses adjacent spaces, +  // this example code and the following table represent spaces as middle dots. +  let aIndex = 0; +  let bIndex = 0; +  const array = []; +  const foundSubsequence = (nCommon, aCommon, bCommon) => { +    for (; aIndex !== aCommon; aIndex += 1) { +      array.push('-·' + aLinesIn[aIndex]); // delete is minus +    } +    for (; bIndex !== bCommon; bIndex += 1) { +      array.push('+·' + bLinesIn[bIndex]); // insert is plus +    } +    for (; nCommon !== 0; nCommon -= 1, aIndex += 1, bIndex += 1) { +      // For common lines, received indentation seems more intuitive. +      array.push('··' + bLinesIn[bIndex]); // common is space +    } +  }; + +  diff(aLength, bLength, isCommon, foundSubsequence); + +  // After the last common subsequence, push remaining change lines. +  for (; aIndex !== aLength; aIndex += 1) { +    array.push('-·' + aLinesIn[aIndex]); +  } +  for (; bIndex !== bLength; bIndex += 1) { +    array.push('+·' + bLinesIn[bIndex]); +  } + +  return array; +}; + +const expected = { +  searching: '', +  sorting: { +    ascending: true, +    fieldKey: 'what', +  }, +}; +const received = { +  searching: '', +  sorting: [ +    { +      descending: false, +      fieldKey: 'what', +    }, +  ], +}; + +const diffLines = formatDiffLines(expected, received); +``` + +If N is the sum of lengths of sequences and L is length of a longest common subsequence, then N – L is length of an array of diff lines. In this example, N is 7 + 9, L is 5, and N – L is 11. + +|  `i` | `diffLines[i]`                     | `aIndex` | `bIndex` | +| ---: | :--------------------------------- | -------: | -------: | +|  `0` | `'··Object {'`                     |      `0` |      `0` | +|  `1` | `'····"searching": "",'`           |      `1` |      `1` | +|  `2` | `'-···"sorting": Object {'`        |      `2` |          | +|  `3` | `'-·····"ascending": true,'`       |      `3` |          | +|  `4` | `'+·····"sorting": Array ['`       |          |      `2` | +|  `5` | `'+·······Object {'`               |          |      `3` | +|  `6` | `'+·········"descending": false,'` |          |      `4` | +|  `7` | `'··········"fieldKey": "what",'`  |      `4` |      `5` | +|  `8` | `'········},'`                     |      `5` |      `6` | +|  `9` | `'+·····],'`                       |          |      `7` | +| `10` | `'··}'`                            |      `6` |      `8` | + +## Example of callback functions to find diff items + +Here is simplified code to find changed and unchanged substrings **within adjacent changed lines** in expected and received values after a test fails in Jest: + +```js +// Return diff items for strings (compatible with diff-match-patch package). +const findDiffItems = (a, b) => { +  const isCommon = (aIndex, bIndex) => a[aIndex] === b[bIndex]; + +  let aIndex = 0; +  let bIndex = 0; +  const array = []; +  const foundSubsequence = (nCommon, aCommon, bCommon) => { +    if (aIndex !== aCommon) { +      array.push([-1, a.slice(aIndex, aCommon)]); // delete is -1 +    } +    if (bIndex !== bCommon) { +      array.push([1, b.slice(bIndex, bCommon)]); // insert is 1 +    } + +    aIndex = aCommon + nCommon; // number of characters compared in a +    bIndex = bCommon + nCommon; // number of characters compared in b +    array.push([0, a.slice(aCommon, aIndex)]); // common is 0 +  }; + +  diff(a.length, b.length, isCommon, foundSubsequence); + +  // After the last common subsequence, push remaining change items. +  if (aIndex !== a.length) { +    array.push([-1, a.slice(aIndex)]); +  } +  if (bIndex !== b.length) { +    array.push([1, b.slice(bIndex)]); +  } + +  return array; +}; + +const expectedDeleted = ['"sorting": Object {', '"ascending": true,'].join( +  '\n', +); +const receivedInserted = [ +  '"sorting": Array [', +  'Object {', +  '"descending": false,', +].join('\n'); + +const diffItems = findDiffItems(expectedDeleted, receivedInserted); +``` + +| `i` | `diffItems[i][0]` | `diffItems[i][1]` | +| --: | ----------------: | :---------------- | +| `0` |               `0` | `'"sorting": '`   | +| `1` |               `1` | `'Array [\n'`     | +| `2` |               `0` | `'Object {\n"'`   | +| `3` |              `-1` | `'a'`             | +| `4` |               `1` | `'de'`            | +| `5` |               `0` | `'scending": '`   | +| `6` |              `-1` | `'tru'`           | +| `7` |               `1` | `'fals'`          | +| `8` |               `0` | `'e,'`            | + +The length difference `b.length - a.length` is equal to the sum of `diffItems[i][0]` values times `diffItems[i][1]` lengths. In this example, the difference `48 - 38` is equal to the sum `10`. + +| category of diff item | `[0]` |      `[1]` lengths | subtotal | +| :-------------------- | ----: | -----------------: | -------: | +| in common             |   `0` | `11 + 10 + 11 + 2` |      `0` | +| to delete from `a`    |  `–1` |            `1 + 3` |     `-4` | +| to insert from `b`    |   `1` |        `8 + 2 + 4` |     `14` | + +Instead of formatting the changed substrings with escape codes for colors in the `foundSubsequence` function to save memory, this example spends memory to **gain flexibility** before formatting, so a separate heuristic algorithm might modify the generic array of diff items to show changes more clearly: + +| `i` | `diffItems[i][0]` | `diffItems[i][1]` | +| --: | ----------------: | :---------------- | +| `6` |              `-1` | `'true'`          | +| `7` |               `1` | `'false'`         | +| `8` |               `0` | `','`             | + +For expected and received strings of serialized data, the result of finding changed **lines**, and then finding changed **substrings** within adjacent changed lines (as in the preceding two examples) sometimes displays the changes in a more intuitive way than the result of finding changed substrings, and then splitting them into changed and unchanged lines. diff --git a/node_modules/diff-sequences/build/index.d.ts b/node_modules/diff-sequences/build/index.d.ts new file mode 100644 index 0000000..29d1946 --- /dev/null +++ b/node_modules/diff-sequences/build/index.d.ts @@ -0,0 +1,18 @@ +/** + * Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + * + */ +declare type IsCommon = (aIndex: number, // caller can assume: 0 <= aIndex && aIndex < aLength +bIndex: number) => boolean; +declare type FoundSubsequence = (nCommon: number, // caller can assume: 0 < nCommon +aCommon: number, // caller can assume: 0 <= aCommon && aCommon < aLength +bCommon: number) => void; +export declare type Callbacks = { +    foundSubsequence: FoundSubsequence; +    isCommon: IsCommon; +}; +export default function diffSequence(aLength: number, bLength: number, isCommon: IsCommon, foundSubsequence: FoundSubsequence): void; +export {}; diff --git a/node_modules/diff-sequences/build/index.js b/node_modules/diff-sequences/build/index.js new file mode 100644 index 0000000..7ac6339 --- /dev/null +++ b/node_modules/diff-sequences/build/index.js @@ -0,0 +1,816 @@ +'use strict'; + +Object.defineProperty(exports, '__esModule', { +  value: true +}); +exports.default = diffSequence; + +/** + * Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + * + */ +// This diff-sequences package implements the linear space variation in +// An O(ND) Difference Algorithm and Its Variations by Eugene W. Myers +// Relationship in notation between Myers paper and this package: +// A is a +// N is aLength, aEnd - aStart, and so on +// x is aIndex, aFirst, aLast, and so on +// B is b +// M is bLength, bEnd - bStart, and so on +// y is bIndex, bFirst, bLast, and so on +// Δ = N - M is negative of baDeltaLength = bLength - aLength +// D is d +// k is kF +// k + Δ is kF = kR - baDeltaLength +// V is aIndexesF or aIndexesR (see comment below about Indexes type) +// index intervals [1, N] and [1, M] are [0, aLength) and [0, bLength) +// starting point in forward direction (0, 0) is (-1, -1) +// starting point in reverse direction (N + 1, M + 1) is (aLength, bLength) +// The “edit graph” for sequences a and b corresponds to items: +// in a on the horizontal axis +// in b on the vertical axis +// +// Given a-coordinate of a point in a diagonal, you can compute b-coordinate. +// +// Forward diagonals kF: +// zero diagonal intersects top left corner +// positive diagonals intersect top edge +// negative diagonals insersect left edge +// +// Reverse diagonals kR: +// zero diagonal intersects bottom right corner +// positive diagonals intersect right edge +// negative diagonals intersect bottom edge +// The graph contains a directed acyclic graph of edges: +// horizontal: delete an item from a +// vertical: insert an item from b +// diagonal: common item in a and b +// +// The algorithm solves dual problems in the graph analogy: +// Find longest common subsequence: path with maximum number of diagonal edges +// Find shortest edit script: path with minimum number of non-diagonal edges +// Input callback function compares items at indexes in the sequences. +// Output callback function receives the number of adjacent items +// and starting indexes of each common subsequence. +// Either original functions or wrapped to swap indexes if graph is transposed. +// Indexes in sequence a of last point of forward or reverse paths in graph. +// Myers algorithm indexes by diagonal k which for negative is bad deopt in V8. +// This package indexes by iF and iR which are greater than or equal to zero. +// and also updates the index arrays in place to cut memory in half. +// kF = 2 * iF - d +// kR = d - 2 * iR +// Division of index intervals in sequences a and b at the middle change. +// Invariant: intervals do not have common items at the start or end. +const pkg = 'diff-sequences'; // for error messages + +const NOT_YET_SET = 0; // small int instead of undefined to avoid deopt in V8 +// Return the number of common items that follow in forward direction. +// The length of what Myers paper calls a “snake” in a forward path. + +const countCommonItemsF = (aIndex, aEnd, bIndex, bEnd, isCommon) => { +  let nCommon = 0; + +  while (aIndex < aEnd && bIndex < bEnd && isCommon(aIndex, bIndex)) { +    aIndex += 1; +    bIndex += 1; +    nCommon += 1; +  } + +  return nCommon; +}; // Return the number of common items that precede in reverse direction. +// The length of what Myers paper calls a “snake” in a reverse path. + +const countCommonItemsR = (aStart, aIndex, bStart, bIndex, isCommon) => { +  let nCommon = 0; + +  while (aStart <= aIndex && bStart <= bIndex && isCommon(aIndex, bIndex)) { +    aIndex -= 1; +    bIndex -= 1; +    nCommon += 1; +  } + +  return nCommon; +}; // A simple function to extend forward paths from (d - 1) to d changes +// when forward and reverse paths cannot yet overlap. + +const extendPathsF = ( +  d, +  aEnd, +  bEnd, +  bF, +  isCommon, +  aIndexesF, +  iMaxF // return the value because optimization might decrease it +) => { +  // Unroll the first iteration. +  let iF = 0; +  let kF = -d; // kF = 2 * iF - d + +  let aFirst = aIndexesF[iF]; // in first iteration always insert + +  let aIndexPrev1 = aFirst; // prev value of [iF - 1] in next iteration + +  aIndexesF[iF] += countCommonItemsF( +    aFirst + 1, +    aEnd, +    bF + aFirst - kF + 1, +    bEnd, +    isCommon +  ); // Optimization: skip diagonals in which paths cannot ever overlap. + +  const nF = d < iMaxF ? d : iMaxF; // The diagonals kF are odd when d is odd and even when d is even. + +  for (iF += 1, kF += 2; iF <= nF; iF += 1, kF += 2) { +    // To get first point of path segment, move one change in forward direction +    // from last point of previous path segment in an adjacent diagonal. +    // In last possible iteration when iF === d and kF === d always delete. +    if (iF !== d && aIndexPrev1 < aIndexesF[iF]) { +      aFirst = aIndexesF[iF]; // vertical to insert from b +    } else { +      aFirst = aIndexPrev1 + 1; // horizontal to delete from a + +      if (aEnd <= aFirst) { +        // Optimization: delete moved past right of graph. +        return iF - 1; +      } +    } // To get last point of path segment, move along diagonal of common items. + +    aIndexPrev1 = aIndexesF[iF]; +    aIndexesF[iF] = +      aFirst + +      countCommonItemsF(aFirst + 1, aEnd, bF + aFirst - kF + 1, bEnd, isCommon); +  } + +  return iMaxF; +}; // A simple function to extend reverse paths from (d - 1) to d changes +// when reverse and forward paths cannot yet overlap. + +const extendPathsR = ( +  d, +  aStart, +  bStart, +  bR, +  isCommon, +  aIndexesR, +  iMaxR // return the value because optimization might decrease it +) => { +  // Unroll the first iteration. +  let iR = 0; +  let kR = d; // kR = d - 2 * iR + +  let aFirst = aIndexesR[iR]; // in first iteration always insert + +  let aIndexPrev1 = aFirst; // prev value of [iR - 1] in next iteration + +  aIndexesR[iR] -= countCommonItemsR( +    aStart, +    aFirst - 1, +    bStart, +    bR + aFirst - kR - 1, +    isCommon +  ); // Optimization: skip diagonals in which paths cannot ever overlap. + +  const nR = d < iMaxR ? d : iMaxR; // The diagonals kR are odd when d is odd and even when d is even. + +  for (iR += 1, kR -= 2; iR <= nR; iR += 1, kR -= 2) { +    // To get first point of path segment, move one change in reverse direction +    // from last point of previous path segment in an adjacent diagonal. +    // In last possible iteration when iR === d and kR === -d always delete. +    if (iR !== d && aIndexesR[iR] < aIndexPrev1) { +      aFirst = aIndexesR[iR]; // vertical to insert from b +    } else { +      aFirst = aIndexPrev1 - 1; // horizontal to delete from a + +      if (aFirst < aStart) { +        // Optimization: delete moved past left of graph. +        return iR - 1; +      } +    } // To get last point of path segment, move along diagonal of common items. + +    aIndexPrev1 = aIndexesR[iR]; +    aIndexesR[iR] = +      aFirst - +      countCommonItemsR( +        aStart, +        aFirst - 1, +        bStart, +        bR + aFirst - kR - 1, +        isCommon +      ); +  } + +  return iMaxR; +}; // A complete function to extend forward paths from (d - 1) to d changes. +// Return true if a path overlaps reverse path of (d - 1) changes in its diagonal. + +const extendOverlappablePathsF = ( +  d, +  aStart, +  aEnd, +  bStart, +  bEnd, +  isCommon, +  aIndexesF, +  iMaxF, +  aIndexesR, +  iMaxR, +  division // update prop values if return true +) => { +  const bF = bStart - aStart; // bIndex = bF + aIndex - kF + +  const aLength = aEnd - aStart; +  const bLength = bEnd - bStart; +  const baDeltaLength = bLength - aLength; // kF = kR - baDeltaLength +  // Range of diagonals in which forward and reverse paths might overlap. + +  const kMinOverlapF = -baDeltaLength - (d - 1); // -(d - 1) <= kR + +  const kMaxOverlapF = -baDeltaLength + (d - 1); // kR <= (d - 1) + +  let aIndexPrev1 = NOT_YET_SET; // prev value of [iF - 1] in next iteration +  // Optimization: skip diagonals in which paths cannot ever overlap. + +  const nF = d < iMaxF ? d : iMaxF; // The diagonals kF = 2 * iF - d are odd when d is odd and even when d is even. + +  for (let iF = 0, kF = -d; iF <= nF; iF += 1, kF += 2) { +    // To get first point of path segment, move one change in forward direction +    // from last point of previous path segment in an adjacent diagonal. +    // In first iteration when iF === 0 and kF === -d always insert. +    // In last possible iteration when iF === d and kF === d always delete. +    const insert = iF === 0 || (iF !== d && aIndexPrev1 < aIndexesF[iF]); +    const aLastPrev = insert ? aIndexesF[iF] : aIndexPrev1; +    const aFirst = insert +      ? aLastPrev // vertical to insert from b +      : aLastPrev + 1; // horizontal to delete from a +    // To get last point of path segment, move along diagonal of common items. + +    const bFirst = bF + aFirst - kF; +    const nCommonF = countCommonItemsF( +      aFirst + 1, +      aEnd, +      bFirst + 1, +      bEnd, +      isCommon +    ); +    const aLast = aFirst + nCommonF; +    aIndexPrev1 = aIndexesF[iF]; +    aIndexesF[iF] = aLast; + +    if (kMinOverlapF <= kF && kF <= kMaxOverlapF) { +      // Solve for iR of reverse path with (d - 1) changes in diagonal kF: +      // kR = kF + baDeltaLength +      // kR = (d - 1) - 2 * iR +      const iR = (d - 1 - (kF + baDeltaLength)) / 2; // If this forward path overlaps the reverse path in this diagonal, +      // then this is the middle change of the index intervals. + +      if (iR <= iMaxR && aIndexesR[iR] - 1 <= aLast) { +        // Unlike the Myers algorithm which finds only the middle “snake” +        // this package can find two common subsequences per division. +        // Last point of previous path segment is on an adjacent diagonal. +        const bLastPrev = bF + aLastPrev - (insert ? kF + 1 : kF - 1); // Because of invariant that intervals preceding the middle change +        // cannot have common items at the end, +        // move in reverse direction along a diagonal of common items. + +        const nCommonR = countCommonItemsR( +          aStart, +          aLastPrev, +          bStart, +          bLastPrev, +          isCommon +        ); +        const aIndexPrevFirst = aLastPrev - nCommonR; +        const bIndexPrevFirst = bLastPrev - nCommonR; +        const aEndPreceding = aIndexPrevFirst + 1; +        const bEndPreceding = bIndexPrevFirst + 1; +        division.nChangePreceding = d - 1; + +        if (d - 1 === aEndPreceding + bEndPreceding - aStart - bStart) { +          // Optimization: number of preceding changes in forward direction +          // is equal to number of items in preceding interval, +          // therefore it cannot contain any common items. +          division.aEndPreceding = aStart; +          division.bEndPreceding = bStart; +        } else { +          division.aEndPreceding = aEndPreceding; +          division.bEndPreceding = bEndPreceding; +        } + +        division.nCommonPreceding = nCommonR; + +        if (nCommonR !== 0) { +          division.aCommonPreceding = aEndPreceding; +          division.bCommonPreceding = bEndPreceding; +        } + +        division.nCommonFollowing = nCommonF; + +        if (nCommonF !== 0) { +          division.aCommonFollowing = aFirst + 1; +          division.bCommonFollowing = bFirst + 1; +        } + +        const aStartFollowing = aLast + 1; +        const bStartFollowing = bFirst + nCommonF + 1; +        division.nChangeFollowing = d - 1; + +        if (d - 1 === aEnd + bEnd - aStartFollowing - bStartFollowing) { +          // Optimization: number of changes in reverse direction +          // is equal to number of items in following interval, +          // therefore it cannot contain any common items. +          division.aStartFollowing = aEnd; +          division.bStartFollowing = bEnd; +        } else { +          division.aStartFollowing = aStartFollowing; +          division.bStartFollowing = bStartFollowing; +        } + +        return true; +      } +    } +  } + +  return false; +}; // A complete function to extend reverse paths from (d - 1) to d changes. +// Return true if a path overlaps forward path of d changes in its diagonal. + +const extendOverlappablePathsR = ( +  d, +  aStart, +  aEnd, +  bStart, +  bEnd, +  isCommon, +  aIndexesF, +  iMaxF, +  aIndexesR, +  iMaxR, +  division // update prop values if return true +) => { +  const bR = bEnd - aEnd; // bIndex = bR + aIndex - kR + +  const aLength = aEnd - aStart; +  const bLength = bEnd - bStart; +  const baDeltaLength = bLength - aLength; // kR = kF + baDeltaLength +  // Range of diagonals in which forward and reverse paths might overlap. + +  const kMinOverlapR = baDeltaLength - d; // -d <= kF + +  const kMaxOverlapR = baDeltaLength + d; // kF <= d + +  let aIndexPrev1 = NOT_YET_SET; // prev value of [iR - 1] in next iteration +  // Optimization: skip diagonals in which paths cannot ever overlap. + +  const nR = d < iMaxR ? d : iMaxR; // The diagonals kR = d - 2 * iR are odd when d is odd and even when d is even. + +  for (let iR = 0, kR = d; iR <= nR; iR += 1, kR -= 2) { +    // To get first point of path segment, move one change in reverse direction +    // from last point of previous path segment in an adjacent diagonal. +    // In first iteration when iR === 0 and kR === d always insert. +    // In last possible iteration when iR === d and kR === -d always delete. +    const insert = iR === 0 || (iR !== d && aIndexesR[iR] < aIndexPrev1); +    const aLastPrev = insert ? aIndexesR[iR] : aIndexPrev1; +    const aFirst = insert +      ? aLastPrev // vertical to insert from b +      : aLastPrev - 1; // horizontal to delete from a +    // To get last point of path segment, move along diagonal of common items. + +    const bFirst = bR + aFirst - kR; +    const nCommonR = countCommonItemsR( +      aStart, +      aFirst - 1, +      bStart, +      bFirst - 1, +      isCommon +    ); +    const aLast = aFirst - nCommonR; +    aIndexPrev1 = aIndexesR[iR]; +    aIndexesR[iR] = aLast; + +    if (kMinOverlapR <= kR && kR <= kMaxOverlapR) { +      // Solve for iF of forward path with d changes in diagonal kR: +      // kF = kR - baDeltaLength +      // kF = 2 * iF - d +      const iF = (d + (kR - baDeltaLength)) / 2; // If this reverse path overlaps the forward path in this diagonal, +      // then this is a middle change of the index intervals. + +      if (iF <= iMaxF && aLast - 1 <= aIndexesF[iF]) { +        const bLast = bFirst - nCommonR; +        division.nChangePreceding = d; + +        if (d === aLast + bLast - aStart - bStart) { +          // Optimization: number of changes in reverse direction +          // is equal to number of items in preceding interval, +          // therefore it cannot contain any common items. +          division.aEndPreceding = aStart; +          division.bEndPreceding = bStart; +        } else { +          division.aEndPreceding = aLast; +          division.bEndPreceding = bLast; +        } + +        division.nCommonPreceding = nCommonR; + +        if (nCommonR !== 0) { +          // The last point of reverse path segment is start of common subsequence. +          division.aCommonPreceding = aLast; +          division.bCommonPreceding = bLast; +        } + +        division.nChangeFollowing = d - 1; + +        if (d === 1) { +          // There is no previous path segment. +          division.nCommonFollowing = 0; +          division.aStartFollowing = aEnd; +          division.bStartFollowing = bEnd; +        } else { +          // Unlike the Myers algorithm which finds only the middle “snake” +          // this package can find two common subsequences per division. +          // Last point of previous path segment is on an adjacent diagonal. +          const bLastPrev = bR + aLastPrev - (insert ? kR - 1 : kR + 1); // Because of invariant that intervals following the middle change +          // cannot have common items at the start, +          // move in forward direction along a diagonal of common items. + +          const nCommonF = countCommonItemsF( +            aLastPrev, +            aEnd, +            bLastPrev, +            bEnd, +            isCommon +          ); +          division.nCommonFollowing = nCommonF; + +          if (nCommonF !== 0) { +            // The last point of reverse path segment is start of common subsequence. +            division.aCommonFollowing = aLastPrev; +            division.bCommonFollowing = bLastPrev; +          } + +          const aStartFollowing = aLastPrev + nCommonF; // aFirstPrev + +          const bStartFollowing = bLastPrev + nCommonF; // bFirstPrev + +          if (d - 1 === aEnd + bEnd - aStartFollowing - bStartFollowing) { +            // Optimization: number of changes in forward direction +            // is equal to number of items in following interval, +            // therefore it cannot contain any common items. +            division.aStartFollowing = aEnd; +            division.bStartFollowing = bEnd; +          } else { +            division.aStartFollowing = aStartFollowing; +            division.bStartFollowing = bStartFollowing; +          } +        } + +        return true; +      } +    } +  } + +  return false; +}; // Given index intervals and input function to compare items at indexes, +// divide at the middle change. +// +// DO NOT CALL if start === end, because interval cannot contain common items +// and because this function will throw the “no overlap” error. + +const divide = ( +  nChange, +  aStart, +  aEnd, +  bStart, +  bEnd, +  isCommon, +  aIndexesF, +  aIndexesR, +  division // output +) => { +  const bF = bStart - aStart; // bIndex = bF + aIndex - kF + +  const bR = bEnd - aEnd; // bIndex = bR + aIndex - kR + +  const aLength = aEnd - aStart; +  const bLength = bEnd - bStart; // Because graph has square or portrait orientation, +  // length difference is minimum number of items to insert from b. +  // Corresponding forward and reverse diagonals in graph +  // depend on length difference of the sequences: +  // kF = kR - baDeltaLength +  // kR = kF + baDeltaLength + +  const baDeltaLength = bLength - aLength; // Optimization: max diagonal in graph intersects corner of shorter side. + +  let iMaxF = aLength; +  let iMaxR = aLength; // Initialize no changes yet in forward or reverse direction: + +  aIndexesF[0] = aStart - 1; // at open start of interval, outside closed start + +  aIndexesR[0] = aEnd; // at open end of interval + +  if (baDeltaLength % 2 === 0) { +    // The number of changes in paths is 2 * d if length difference is even. +    const dMin = (nChange || baDeltaLength) / 2; +    const dMax = (aLength + bLength) / 2; + +    for (let d = 1; d <= dMax; d += 1) { +      iMaxF = extendPathsF(d, aEnd, bEnd, bF, isCommon, aIndexesF, iMaxF); + +      if (d < dMin) { +        iMaxR = extendPathsR(d, aStart, bStart, bR, isCommon, aIndexesR, iMaxR); +      } else if ( +        // If a reverse path overlaps a forward path in the same diagonal, +        // return a division of the index intervals at the middle change. +        extendOverlappablePathsR( +          d, +          aStart, +          aEnd, +          bStart, +          bEnd, +          isCommon, +          aIndexesF, +          iMaxF, +          aIndexesR, +          iMaxR, +          division +        ) +      ) { +        return; +      } +    } +  } else { +    // The number of changes in paths is 2 * d - 1 if length difference is odd. +    const dMin = ((nChange || baDeltaLength) + 1) / 2; +    const dMax = (aLength + bLength + 1) / 2; // Unroll first half iteration so loop extends the relevant pairs of paths. +    // Because of invariant that intervals have no common items at start or end, +    // and limitation not to call divide with empty intervals, +    // therefore it cannot be called if a forward path with one change +    // would overlap a reverse path with no changes, even if dMin === 1. + +    let d = 1; +    iMaxF = extendPathsF(d, aEnd, bEnd, bF, isCommon, aIndexesF, iMaxF); + +    for (d += 1; d <= dMax; d += 1) { +      iMaxR = extendPathsR( +        d - 1, +        aStart, +        bStart, +        bR, +        isCommon, +        aIndexesR, +        iMaxR +      ); + +      if (d < dMin) { +        iMaxF = extendPathsF(d, aEnd, bEnd, bF, isCommon, aIndexesF, iMaxF); +      } else if ( +        // If a forward path overlaps a reverse path in the same diagonal, +        // return a division of the index intervals at the middle change. +        extendOverlappablePathsF( +          d, +          aStart, +          aEnd, +          bStart, +          bEnd, +          isCommon, +          aIndexesF, +          iMaxF, +          aIndexesR, +          iMaxR, +          division +        ) +      ) { +        return; +      } +    } +  } +  /* istanbul ignore next */ + +  throw new Error( +    `${pkg}: no overlap aStart=${aStart} aEnd=${aEnd} bStart=${bStart} bEnd=${bEnd}` +  ); +}; // Given index intervals and input function to compare items at indexes, +// return by output function the number of adjacent items and starting indexes +// of each common subsequence. Divide and conquer with only linear space. +// +// The index intervals are half open [start, end) like array slice method. +// DO NOT CALL if start === end, because interval cannot contain common items +// and because divide function will throw the “no overlap” error. + +const findSubsequences = ( +  nChange, +  aStart, +  aEnd, +  bStart, +  bEnd, +  transposed, +  callbacks, +  aIndexesF, +  aIndexesR, +  division // temporary memory, not input nor output +) => { +  if (bEnd - bStart < aEnd - aStart) { +    // Transpose graph so it has portrait instead of landscape orientation. +    // Always compare shorter to longer sequence for consistency and optimization. +    transposed = !transposed; + +    if (transposed && callbacks.length === 1) { +      // Lazily wrap callback functions to swap args if graph is transposed. +      const {foundSubsequence, isCommon} = callbacks[0]; +      callbacks[1] = { +        foundSubsequence: (nCommon, bCommon, aCommon) => { +          foundSubsequence(nCommon, aCommon, bCommon); +        }, +        isCommon: (bIndex, aIndex) => isCommon(aIndex, bIndex) +      }; +    } + +    const tStart = aStart; +    const tEnd = aEnd; +    aStart = bStart; +    aEnd = bEnd; +    bStart = tStart; +    bEnd = tEnd; +  } + +  const {foundSubsequence, isCommon} = callbacks[transposed ? 1 : 0]; // Divide the index intervals at the middle change. + +  divide( +    nChange, +    aStart, +    aEnd, +    bStart, +    bEnd, +    isCommon, +    aIndexesF, +    aIndexesR, +    division +  ); +  const { +    nChangePreceding, +    aEndPreceding, +    bEndPreceding, +    nCommonPreceding, +    aCommonPreceding, +    bCommonPreceding, +    nCommonFollowing, +    aCommonFollowing, +    bCommonFollowing, +    nChangeFollowing, +    aStartFollowing, +    bStartFollowing +  } = division; // Unless either index interval is empty, they might contain common items. + +  if (aStart < aEndPreceding && bStart < bEndPreceding) { +    // Recursely find and return common subsequences preceding the division. +    findSubsequences( +      nChangePreceding, +      aStart, +      aEndPreceding, +      bStart, +      bEndPreceding, +      transposed, +      callbacks, +      aIndexesF, +      aIndexesR, +      division +    ); +  } // Return common subsequences that are adjacent to the middle change. + +  if (nCommonPreceding !== 0) { +    foundSubsequence(nCommonPreceding, aCommonPreceding, bCommonPreceding); +  } + +  if (nCommonFollowing !== 0) { +    foundSubsequence(nCommonFollowing, aCommonFollowing, bCommonFollowing); +  } // Unless either index interval is empty, they might contain common items. + +  if (aStartFollowing < aEnd && bStartFollowing < bEnd) { +    // Recursely find and return common subsequences following the division. +    findSubsequences( +      nChangeFollowing, +      aStartFollowing, +      aEnd, +      bStartFollowing, +      bEnd, +      transposed, +      callbacks, +      aIndexesF, +      aIndexesR, +      division +    ); +  } +}; + +const validateLength = (name, arg) => { +  if (typeof arg !== 'number') { +    throw new TypeError(`${pkg}: ${name} typeof ${typeof arg} is not a number`); +  } + +  if (!Number.isSafeInteger(arg)) { +    throw new RangeError(`${pkg}: ${name} value ${arg} is not a safe integer`); +  } + +  if (arg < 0) { +    throw new RangeError(`${pkg}: ${name} value ${arg} is a negative integer`); +  } +}; + +const validateCallback = (name, arg) => { +  const type = typeof arg; + +  if (type !== 'function') { +    throw new TypeError(`${pkg}: ${name} typeof ${type} is not a function`); +  } +}; // Compare items in two sequences to find a longest common subsequence. +// Given lengths of sequences and input function to compare items at indexes, +// return by output function the number of adjacent items and starting indexes +// of each common subsequence. + +function diffSequence(aLength, bLength, isCommon, foundSubsequence) { +  validateLength('aLength', aLength); +  validateLength('bLength', bLength); +  validateCallback('isCommon', isCommon); +  validateCallback('foundSubsequence', foundSubsequence); // Count common items from the start in the forward direction. + +  const nCommonF = countCommonItemsF(0, aLength, 0, bLength, isCommon); + +  if (nCommonF !== 0) { +    foundSubsequence(nCommonF, 0, 0); +  } // Unless both sequences consist of common items only, +  // find common items in the half-trimmed index intervals. + +  if (aLength !== nCommonF || bLength !== nCommonF) { +    // Invariant: intervals do not have common items at the start. +    // The start of an index interval is closed like array slice method. +    const aStart = nCommonF; +    const bStart = nCommonF; // Count common items from the end in the reverse direction. + +    const nCommonR = countCommonItemsR( +      aStart, +      aLength - 1, +      bStart, +      bLength - 1, +      isCommon +    ); // Invariant: intervals do not have common items at the end. +    // The end of an index interval is open like array slice method. + +    const aEnd = aLength - nCommonR; +    const bEnd = bLength - nCommonR; // Unless one sequence consists of common items only, +    // therefore the other trimmed index interval consists of changes only, +    // find common items in the trimmed index intervals. + +    const nCommonFR = nCommonF + nCommonR; + +    if (aLength !== nCommonFR && bLength !== nCommonFR) { +      const nChange = 0; // number of change items is not yet known + +      const transposed = false; // call the original unwrapped functions + +      const callbacks = [ +        { +          foundSubsequence, +          isCommon +        } +      ]; // Indexes in sequence a of last points in furthest reaching paths +      // from outside the start at top left in the forward direction: + +      const aIndexesF = [NOT_YET_SET]; // from the end at bottom right in the reverse direction: + +      const aIndexesR = [NOT_YET_SET]; // Initialize one object as output of all calls to divide function. + +      const division = { +        aCommonFollowing: NOT_YET_SET, +        aCommonPreceding: NOT_YET_SET, +        aEndPreceding: NOT_YET_SET, +        aStartFollowing: NOT_YET_SET, +        bCommonFollowing: NOT_YET_SET, +        bCommonPreceding: NOT_YET_SET, +        bEndPreceding: NOT_YET_SET, +        bStartFollowing: NOT_YET_SET, +        nChangeFollowing: NOT_YET_SET, +        nChangePreceding: NOT_YET_SET, +        nCommonFollowing: NOT_YET_SET, +        nCommonPreceding: NOT_YET_SET +      }; // Find and return common subsequences in the trimmed index intervals. + +      findSubsequences( +        nChange, +        aStart, +        aEnd, +        bStart, +        bEnd, +        transposed, +        callbacks, +        aIndexesF, +        aIndexesR, +        division +      ); +    } + +    if (nCommonR !== 0) { +      foundSubsequence(nCommonR, aEnd, bEnd); +    } +  } +} diff --git a/node_modules/diff-sequences/package.json b/node_modules/diff-sequences/package.json new file mode 100644 index 0000000..dc05cd2 --- /dev/null +++ b/node_modules/diff-sequences/package.json @@ -0,0 +1,42 @@ +{ +  "name": "diff-sequences", +  "version": "27.5.1", +  "repository": { +    "type": "git", +    "url": "https://github.com/facebook/jest.git", +    "directory": "packages/diff-sequences" +  }, +  "license": "MIT", +  "description": "Compare items in two sequences to find a longest common subsequence", +  "keywords": [ +    "fast", +    "linear", +    "space", +    "callback", +    "diff" +  ], +  "engines": { +    "node": "^10.13.0 || ^12.13.0 || ^14.15.0 || >=15.0.0" +  }, +  "main": "./build/index.js", +  "types": "./build/index.d.ts", +  "exports": { +    ".": { +      "types": "./build/index.d.ts", +      "default": "./build/index.js" +    }, +    "./package.json": "./package.json" +  }, +  "scripts": { +    "perf": "node --expose-gc perf/index.js" +  }, +  "devDependencies": { +    "benchmark": "^2.1.4", +    "diff": "^5.0.0", +    "fast-check": "^2.0.0" +  }, +  "publishConfig": { +    "access": "public" +  }, +  "gitHead": "67c1aa20c5fec31366d733e901fee2b981cb1850" +} diff --git a/node_modules/diff-sequences/perf/example.md b/node_modules/diff-sequences/perf/example.md new file mode 100644 index 0000000..663f25d --- /dev/null +++ b/node_modules/diff-sequences/perf/example.md @@ -0,0 +1,48 @@ +## Benchmark time for `diff-sequences` versus `diff` + +A ratio less than 1.0 means `diff-sequences` is faster. + +### n = 20 + +| name   |    % | ratio  | improved  |   rme | baseline  |   rme | +| :----- | ---: | :----- | :-------- | ----: | :-------- | ----: | +| delete |  20% | 0.1824 | 3.0639e-6 | 1.11% | 1.6795e-5 | 0.78% | +| insert |  20% | 0.1367 | 2.5786e-6 | 0.75% | 1.8866e-5 | 0.85% | +| delete |  40% | 0.1015 | 3.0534e-6 | 1.00% | 3.0090e-5 | 0.70% | +| insert |  40% | 0.0791 | 2.6722e-6 | 0.61% | 3.3791e-5 | 0.56% | +| delete |  80% | 0.0410 | 2.8870e-6 | 0.93% | 7.0411e-5 | 0.72% | +| insert |  80% | 0.0371 | 2.5786e-6 | 0.83% | 6.9431e-5 | 0.62% | +| change |  10% | 0.1504 | 2.8703e-6 | 0.71% | 1.9087e-5 | 0.83% | +| change |  20% | 0.1706 | 3.2637e-6 | 0.78% | 1.9127e-5 | 0.62% | +| change |  50% | 0.0944 | 1.2012e-5 | 0.55% | 1.2724e-4 | 0.76% | +| change | 100% | 0.0522 | 1.5422e-5 | 0.61% | 2.9566e-4 | 0.66% | + +### n = 200 + +| name   |    % | ratio  | improved  |   rme | baseline  |   rme | +| :----- | ---: | :----- | :-------- | ----: | :-------- | ----: | +| delete |  20% | 0.1524 | 7.2866e-5 | 0.75% | 4.7797e-4 | 0.80% | +| insert |  20% | 0.1226 | 6.1561e-5 | 0.58% | 5.0198e-4 | 0.66% | +| delete |  40% | 0.1118 | 1.5674e-4 | 0.67% | 1.4020e-3 | 0.58% | +| insert |  40% | 0.0894 | 1.2906e-4 | 0.64% | 1.4435e-3 | 0.53% | +| delete |  80% | 0.0796 | 3.0119e-4 | 0.58% | 3.7852e-3 | 0.52% | +| insert |  80% | 0.0734 | 2.4713e-4 | 0.67% | 3.3653e-3 | 0.54% | +| change |  10% | 0.1572 | 7.2965e-5 | 0.48% | 4.6426e-4 | 0.73% | +| change |  20% | 0.1446 | 7.0056e-5 | 0.69% | 4.8456e-4 | 0.53% | +| change |  50% | 0.0764 | 6.5638e-4 | 0.67% | 8.5946e-3 | 0.70% | +| change | 100% | 0.0525 | 1.1160e-3 | 0.51% | 2.1249e-2 | 0.63% | + +### n = 2000 + +| name   |    % | ratio  | improved  |   rme | baseline  |   rme | +| :----- | ---: | :----- | :-------- | ----: | :-------- | ----: | +| delete |  20% | 0.0669 | 3.4073e-3 | 0.54% | 5.0922e-2 | 0.54% | +| insert |  20% | 0.0588 | 2.8273e-3 | 0.51% | 4.8111e-2 | 0.46% | +| delete |  40% | 0.0517 | 1.1048e-2 | 0.52% | 2.1367e-1 | 0.47% | +| insert |  40% | 0.0460 | 9.1469e-3 | 0.37% | 1.9878e-1 | 0.26% | +| delete |  80% | 0.0563 | 2.7426e-2 | 0.56% | 4.8674e-1 | 0.36% | +| insert |  80% | 0.0506 | 2.2208e-2 | 0.35% | 4.3888e-1 | 0.47% | +| change |  10% | 0.0716 | 3.1267e-3 | 1.21% | 4.3652e-2 | 0.56% | +| change |  20% | 0.0621 | 3.0197e-3 | 0.72% | 4.8652e-2 | 0.45% | +| change |  50% | 0.0083 | 5.4250e-2 | 0.62% | 6.5595e+0 | 3.60% | +| change | 100% | 0.0493 | 1.0534e-1 | 0.71% | 2.1362e+0 | 0.21% | diff --git a/node_modules/diff-sequences/perf/index.js b/node_modules/diff-sequences/perf/index.js new file mode 100644 index 0000000..5673f9d --- /dev/null +++ b/node_modules/diff-sequences/perf/index.js @@ -0,0 +1,170 @@ +/** + * Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. + * + * This source code is licensed under the MIT license found in the + * LICENSE file in the root directory of this source tree. + */ + +// Make sure to run node with --expose-gc option! + +// The times are reliable if about 1% relative mean error if you run it: + +// * immediately after restart +// * with 100% battery charge +// * not connected to network + +/* eslint import/no-extraneous-dependencies: "off" */ + +const Benchmark = require('benchmark'); +const diffBaseline = require('diff').diffLines; +const diffImproved = require('../build/index.js').default; + +const testBaseline = (a, b) => { +  const benchmark = new Benchmark({ +    fn() { +      diffBaseline(a, b); +    }, +    name: 'baseline', +    onCycle() { +      global.gc(); // after run cycle +    }, +    onStart() { +      global.gc(); // when benchmark starts +    }, +  }); + +  benchmark.run({async: false}); + +  return benchmark.stats; +}; + +const testImproved = function (a, b) { +  const benchmark = new Benchmark({ +    fn() { +      // Split string arguments to make fair comparison with baseline. +      const aItems = a.split('\n'); +      const bItems = b.split('\n'); + +      const isCommon = (aIndex, bIndex) => aItems[aIndex] === bItems[bIndex]; + +      // This callback obviously does less than baseline `diff` package, +      // but avoiding double work and memory churn is the goal. +      // For example, `jest-diff` has had to split strings that `diff` joins. +      const foundSubsequence = () => {}; + +      diffImproved(aItems.length, bItems.length, isCommon, foundSubsequence); +    }, +    name: 'improved', +    onCycle() { +      global.gc(); // after run cycle +    }, +    onStart() { +      global.gc(); // when benchmark starts +    }, +  }); + +  benchmark.run({async: false}); + +  return benchmark.stats; +}; + +const writeHeading2 = () => { +  console.log('## Benchmark time for `diff-sequences` versus `diff`\n'); +  console.log('A ratio less than 1.0 means `diff-sequences` is faster.'); +}; + +const writeHeading3 = n => { +  console.log(`\n### n = ${n}\n`); +  console.log('| name | % | ratio | improved | rme | baseline | rme |'); +  console.log('| :--- | ---: | :--- | :--- | ---: | :--- | ---: |'); +}; + +const writeRow = (name, percent, statsImproved, statsBaseline) => { +  const {mean: meanImproved, rme: rmeImproved} = statsImproved; +  const {mean: meanBaseline, rme: rmeBaseline} = statsBaseline; +  const ratio = meanImproved / meanBaseline; + +  console.log( +    `| ${name} | ${percent}% | ${ratio.toFixed( +      4, +    )} | ${meanImproved.toExponential(4)} | ${rmeImproved.toFixed( +      2, +    )}% | ${meanBaseline.toExponential(4)} | ${rmeBaseline.toFixed(2)}% |`, +  ); +}; + +const testDeleteInsert = (tenths, more, less) => { +  // For improved `diff-sequences` package, delete is often slower than insert. +  const statsDeleteImproved = testImproved(more, less); +  const statsDeleteBaseline = testBaseline(more, less); +  writeRow('delete', tenths * 10, statsDeleteImproved, statsDeleteBaseline); + +  // For baseline `diff` package, many insertions is serious perf problem. +  // However, the benchmark package cannot accurately measure for large n. +  const statsInsertBaseline = testBaseline(less, more); +  const statsInsertImproved = testImproved(less, more); +  writeRow('insert', tenths * 10, statsInsertImproved, statsInsertBaseline); +}; + +const testChange = (tenths, expected, received) => { +  const statsImproved = testImproved(expected, received); +  const statsBaseline = testBaseline(expected, received); +  writeRow('change', tenths * 10, statsImproved, statsBaseline); +}; + +const getItems = (n, callback) => { +  const items = []; + +  for (let i = 0; i !== n; i += 1) { +    const item = callback(i); +    if (typeof item === 'string') { +      items.push(item); +    } +  } + +  return items.join('\n'); +}; + +// Simulate change of property name which is usually not same line. +// Expected: 0 1 2 3 4 5 6 7 8 9 and so on +// Received: 1 2 3 4 x0 5 6 7 8 9 and so on +const change2 = i => { +  const j = i % 10; +  return j === 4 ? `x${i - 4}` : j < 4 ? `${i + 1}` : `${i}`; +}; + +const testLength = n => { +  const all = getItems(n, i => `${i}`); + +  writeHeading3(n); + +  [2, 4, 8].forEach(tenth => { +    testDeleteInsert( +      tenth, +      all, +      getItems(n, i => i % 10 >= tenth && `${i}`), +    ); +  }); +  testChange( +    1, +    all, +    getItems(n, i => (i % 10 === 0 ? `x${i}` : `${i}`)), +  ); +  testChange(2, all, getItems(n, change2)); +  testChange( +    5, +    all, +    getItems(n, i => (i % 2 === 0 ? `x${i}` : `${i}`)), +  ); +  testChange( +    10, +    all, +    getItems(n, i => `x${i}`), +  ); // simulate TDD +}; + +writeHeading2(); + +testLength(20); +testLength(200); +testLength(2000);  | 
