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[action-translation] resync: two_auctions.md#156

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Jul 19, 2026
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[action-translation] resync: two_auctions.md#156
mmcky merged 6 commits into
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resync/two_auctions

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Forward Resync: two_auctions.md

Source: QuantEcon/lecture-python.mystlectures/two_auctions.md
Source commit: 6e967af
This PR resyncs the translation to match the current source document.

Reason: Several substantive discrepancies: (1) A sign error introduced in target: 'she gathers surplus value b - v_i > 0' vs source's correct 'v_i - b > 0'. (2) The evaluate_largest function implementation differs materially - source uses winning_auctions_mask/num_winning_auctions check returning np.nan when zero winning auctions, while target's version omits this check and uses different variable names/logic (index, array_conditional) without the nan safeguard - this is a code logic change, not just style. (3) The comparison text after evaluate_largest verification differs: source says 'We find that the evaluate_largest method functions well' while target adds extra unsupported claims 'We find that... functions well' plus 'this difference disappears if we run more auctions, e.g. 1 million times' - additional unverified claim not in source (target addition). (4) Target's bid_simulated computation drops the 'Redraw valuations' step (v = np.random.uniform...) present in source before simulating bid_simulated. (5) Minor renumbering '## Code summary' becomes '## 5 代码总结' with an added '5' number not in source. (6) A citation URL changed from https to http for Chekuri's lecture notes. These are content-level changes requiring re-translation/correction, and some constitute target additions not present in source.

Changes

Whole-file resync applied. The entire document was resynced in a single pass.


Created by action-translation forward resync

Copilot AI review requested due to automatic review settings July 18, 2026 08:56
@mmcky mmcky added action-translation-sync CLI resync PR (translate forward --github) resync Forward resync labels Jul 18, 2026
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Pull request overview

This PR forward-resyncs the Chinese translation of lectures/two_auctions.md to match the upstream source document at commit 6e967af, correcting prior content and code discrepancies introduced in the target.

Changes:

  • Fixes substantive content mismatches (e.g., correcting the surplus sign error and removing unsupported added claims).
  • Resyncs code cells and simulation logic (including restoring the evaluate_largest NaN safeguard and redrawing valuations before simulation).
  • Adds translation sync metadata and records resync state under .translate/state/.

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 4 comments.

File Description
lectures/two_auctions.md Resynced lecture content and code cells to upstream source; includes translation metadata updates.
.translate/state/two_auctions.md.yml Adds resync state (source SHA, sync date, model, section count).

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Comment thread lectures/two_auctions.md
Comment on lines +210 to 212
# for plots
plt.rcParams.update({"text.usetex": True, 'font.size': 14})
colors = plt.rcParams['axes.prop_cycle'].by_key()['color']
Comment thread lectures/two_auctions.md Outdated
Comment on lines +412 to +413
# 删除第一行,因为我们假设第一行是获胜者的出价
array_residual = array[1:, :].copy()
Comment thread lectures/two_auctions.md
Comment on lines +585 to +586
# 删除第一行,因为我们假设第一行是获胜者的出价
array_residual = self.value_mat[1:, :].copy()
Comment thread lectures/two_auctions.md
我们发现,尽管存在小的差异,evaluate_largest方法运行良好。

此外,如果我们进行大量拍卖,比如100万次,这种差异就会消失。
我们发现`evaluate_largest`方法运行良好
mmcky and others added 2 commits July 18, 2026 19:12
Re-applies Chinese code comments / print strings / plot labels that the
resync reverted to English while the surrounding code is unchanged
(action-translation#107 field validation, Track B wave).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
(action-translation#107 field validation, Track B wave.)

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@mmcky mmcky added the action-translation PRs created by QuantEcon/action-translation label Jul 18, 2026
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github-actions Bot temporarily deployed to pull request July 18, 2026 10:29 Inactive
The resynced file keeps Chinese plot labels but reverted the import
cell to the source's exact form, losing the Source Han Serif setup -
Chinese in figures would render as missing glyphs. Residual #107
class found in the merge review; applied wave-wide.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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✅ Translation Quality Review

Verdict: PASS | Model: claude-sonnet-5 | Date: 2026-07-19


📝 Translation Quality

Criterion Score
Accuracy 9/10
Fluency 9/10
Terminology 8/10
Formatting 9/10
Overall 8.8/10

Summary: This is a high-quality, comprehensive translation that accurately conveys the technical and mathematical content of the English source. Minor inconsistencies exist in terminology for 'bidder' (竞价者/竞标者/投标者) and slight redundancy in some code comments, but these do not impede comprehension. Formatting, structure, and MyST/Jupytext elements are well preserved throughout the resynced document. Mathematical equations and LaTeX are fully preserved and correctly rendered Code blocks maintain correct syntax and functional integrity while comments are thoughtfully localized Technical terms like 贝叶斯纳什均衡, 收入等价定理, 累积分布函数 are translated accurately and consistently with standard economics/statistics terminology The translation metadata block (translation/headings) is properly structured for section matching

Suggestions:

  • Table headings section: '一价拍卖' and '二价拍卖' used for 'First-Price'/'Second-Price' columns, but elsewhere the document uses '第一价格密封拍卖(FPSB)' and '第二价格密封拍卖(SPSB)' - consider using consistent terminology like '第一价格' and '第二价格' to match the heading style used throughout the rest of the document
  • Code comments added extra Chinese translations inline (e.g., '# 在每次拍卖中,竞买人的估值按升序排列。' appended after the English comment) which duplicates content and creates redundant bilingual comments - for cleaner code cells, consider translating comments fully rather than appending Chinese after the English text
  • matplotlib font configuration block was inserted (FONTPATH, mpl.font_manager, etc.) which is a legitimate resync addition for CJK font rendering, but the removal of 'text.usetex': True from rcParams should be verified against the source repository convention to ensure LaTeX rendering isn't unintentionally disabled elsewhere
  • Section 'Second price sealed bid auction': '在第二价格密封拍卖中,对竞价者$i$来说,出价$v_i$是最优选择' - term switches between '竞价者' and '竞标者'/'投标者' across the document; recommend standardizing on one term (e.g., '投标者') for bidder throughout for consistency

🔍 Diff Quality

Check Status
Scope Correct
Position Correct
Structure Preserved
Heading-map Correct
Overall 10/10

Summary: The resync correctly updates the target document's structure, content, and translation heading-map to match the current English source.


This review was generated automatically by action-translation review mode.

@github-actions
github-actions Bot temporarily deployed to pull request July 18, 2026 11:33 Inactive
mmcky and others added 2 commits July 19, 2026 11:33
Upstream sets text.usetex=True with English plot labels; the resync
faithfully kept usetex but translated the labels to Chinese (估值/出价/
解析解/...), which are unwrapped and have no CJK LaTeX package loaded, so
under usetex LaTeX raised 'Unicode character 估 (U+4F30)' and figure
drawing failed. Main had no usetex here. Rather than wrap ~20 labels in a
CJK environment, drop usetex to match the zh edition's font-manager
convention (font.family=Source Han Serif already set above; simple math
like $v_i$ renders via mathtext). The earlier green build used cached
cell outputs, masking this until the cold rebuild.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@mmcky mmcky mentioned this pull request Jul 19, 2026
@github-actions
github-actions Bot temporarily deployed to pull request July 19, 2026 02:24 Inactive
@mmcky
mmcky merged commit ef4f43f into main Jul 19, 2026
7 checks passed
@mmcky
mmcky deleted the resync/two_auctions branch July 19, 2026 02:25
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