mirror of
https://github.com/codeflash-ai/codeflash-agent.git
synced 2026-05-04 18:25:19 +00:00
Add Unstructured report, rewrite statusline, format evals/scripts (#20)
* Add Unstructured engagement report as uv workspace member Three-tier Plotly Dash app (Executive Brief, Engineering Team, Full Detail) with data in JSON, theme constants in theme.py, and Dash production improvements (Google Fonts, clientside callbacks, meta tags). Also: add .playwright-mcp/ to .gitignore, add reports/* ruff overrides, remove tracked .codeflash/observability/read-tracker. * Rewrite statusline to derive context from git state Detects active area from changed files (reports, packages, plugin, .codeflash, case-studies, evals), falls back to branch name convention (perf/*, feat/*, fix/*), shows dirty indicator. Uses whoami for cross-platform user detection. * Add pre-push lint rule to commit guidelines * Exclude .codeflash/ from ruff linting Benchmark and profiling scripts in .codeflash/ are scratch work, not package source. Excluding them prevents CI failures from ad-hoc scripts. * Run ruff format across packages, scripts, evals, and plugin refs * Fix github-app async test failures in CI Add asyncio_mode = "auto" to root pytest config so async tests are detected when running from the repo root via uv run pytest packages/.
This commit is contained in:
Kevin Turcios
GitHub
parent
2caaf6af7c
commit
33faedf427
36 changed files with 3426 additions and 1434 deletions
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@ -1,21 +1,67 @@
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#!/usr/bin/env bash
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#!/usr/bin/env bash
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# Status line: Show active codeflash org/project.
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# Status line: derive context from git state, not just cwd.
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cd "$CLAUDE_PROJECT_DIR" 2>/dev/null || exit 0
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input=$(cat)
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project_dir=$(echo "$input" | jq -r '.workspace.project_dir')
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CF_DIR="$CLAUDE_PROJECT_DIR/.codeflash"
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user=$(whoami)
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[ -d "$CF_DIR" ] || exit 0
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branch=$(git -C "$project_dir" branch --show-current 2>/dev/null)
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# Find the org/project directory (first one found)
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# Detect active area from recently changed files (staged + unstaged).
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for ORG_DIR in "$CF_DIR"/*/; do
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changed=$(git -C "$project_dir" diff --name-only HEAD 2>/dev/null)
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[ -d "$ORG_DIR" ] || continue
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[ -z "$changed" ] && changed=$(git -C "$project_dir" diff --name-only 2>/dev/null)
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ORG=$(basename "$ORG_DIR")
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[ -z "$changed" ] && changed=$(git -C "$project_dir" diff --name-only --cached 2>/dev/null)
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for PROJ_DIR in "$ORG_DIR"/*/; do
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[ -d "$PROJ_DIR" ] || continue
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PROJECT=$(basename "$PROJ_DIR")
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echo "codeflash-agent is working in: $ORG/$PROJECT"
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exit 0
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done
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done
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exit 0
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# Derive area from the most common top-level path in changed files.
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if [ -n "$changed" ]; then
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area=$(echo "$changed" | sed 's|/.*||' | sort | uniq -c | sort -rn | head -1 | awk '{print $2}')
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else
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area=""
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fi
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# Build context from area + changed file patterns.
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context=""
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case "$area" in
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reports)
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target=$(echo "$changed" | grep '^reports/' | sed 's|^reports/||; s|/.*||' | sort -u | head -1)
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[ -n "$target" ] && context="building report: $target" ;;
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packages)
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target=$(echo "$changed" | grep '^packages/' | sed 's|^packages/||; s|/.*||' | sort -u | head -1)
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[ -n "$target" ] && context="developing $target" ;;
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plugin)
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lang=$(echo "$changed" | grep '^plugin/languages/' | sed 's|^plugin/languages/||; s|/.*||' | sort -u | head -1)
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if [ -n "$lang" ]; then
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context="developing plugin: $lang"
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else
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context="developing plugin"
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fi ;;
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.codeflash)
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target=$(echo "$changed" | grep '^\.codeflash/' | sed 's|^\.codeflash/[^/]*/||; s|/.*||' | sort -u | paste -sd/ - | head -1)
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[ -n "$target" ] && context="optimizing $target" ;;
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case-studies)
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target=$(echo "$changed" | grep '^case-studies/' | sed 's|^case-studies/||' | cut -d/ -f1-2 | sort -u | head -1)
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[ -n "$target" ] && context="writing case study: $target" ;;
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evals)
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context="running evals" ;;
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esac
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# If no changed files, fall back to branch name for context.
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if [ -z "$context" ] && [ -n "$branch" ]; then
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case "$branch" in
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perf/*) context="optimizing: ${branch#perf/}" ;;
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feat/*) context="building: ${branch#feat/}" ;;
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fix/*) context="fixing: ${branch#fix/}" ;;
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esac
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fi
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# Dirty indicator.
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dirty=""
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if [ -n "$(git -C "$project_dir" status --porcelain 2>/dev/null)" ]; then
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dirty=" *"
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fi
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# Assemble.
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status="$user | codeflash-agent"
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[ -n "$context" ] && status="$status | $context"
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[ -n "$branch" ] && status="$status | $branch$dirty"
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echo "$status"
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@ -22,6 +22,11 @@ Every commit must be a single, self-contained logical change. Tests must pass at
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- Use the body for *why*, not *what* — the diff shows what changed
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- Use the body for *why*, not *what* — the diff shows what changed
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- Reference the pipeline stage or roadmap item when relevant
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- Reference the pipeline stage or roadmap item when relevant
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## Pre-push
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- Run `prek run --all-files` before pushing to catch lint/format issues CI would flag
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- This catches pre-existing issues in files you didn't touch — CI lints the whole repo, not just your diff
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## Branch Hygiene
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## Branch Hygiene
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- Delete feature branches locally after merging into main (`git branch -d <branch>`)
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- Delete feature branches locally after merging into main (`git branch -d <branch>`)
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/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/benchmarking/_replay_gen.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/benchmarking/_replay_gen.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/analysis/__init__.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/analysis/_discovery.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/analysis/_discovery.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/tests/test_discovery.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/context/enrichment.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/context/enrichment.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/context/enrichment.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/testing/_instrument_capture.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/tests/test_enrichment.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/tests/test_pipeline.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/context/pipeline.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/tests/test_code_context_extractor.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/context/__init__.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/context/_class_analysis.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/context/_class_analysis.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/tests/test_pipeline.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/CLAUDE.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/CLAUDE.md
|
|
||||||
/private/tmp/claude-501/-Users-krrt7-Desktop-work-cf-org-codeflash-agent/0016339b-4b7c-44c1-ad2a-cde00d8e4953/tasks/b6spxrfuz.output
|
|
||||||
/private/tmp/claude-501/-Users-krrt7-Desktop-work-cf-org-codeflash-agent/0016339b-4b7c-44c1-ad2a-cde00d8e4953/tasks/b6spxrfuz.output
|
|
||||||
/private/tmp/claude-501/-Users-krrt7-Desktop-work-cf-org-codeflash-agent/0016339b-4b7c-44c1-ad2a-cde00d8e4953/tasks/b6spxrfuz.output
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/analysis/_discovery.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/tests/test_function_discovery.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/github-app/CLAUDE.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.claude/handoffs/latest.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.claude/handoffs/latest.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/verification/_comparator.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/verification/__init__.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/verification/_verification.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/tests/test_comparator.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/verification/_comparator.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/verification/__init__.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/tests/test_comparator.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/verification/_comparator.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/src/codeflash_python/verification/_comparator.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-python/ROADMAP.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.codeflash/unstructured/core-product/status.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/plugin/ROADMAP.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/github-app/ROADMAP.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.codeflash/netflix/metaflow/status.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.codeflash/pypa/pip/status.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.codeflash/coveragepy/coveragepy/status.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.codeflash/microsoft/typeagent/status.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.codeflash/textualize/rich/status.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/plugin/ROADMAP.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/__init__.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/pyproject.toml
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_client.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_pipeline.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_git.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_model.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_telemetry.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_platform.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_http.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/exceptions.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_plugin.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_state.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_capabilities.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/_configuration.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/danom/result.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/danom/new_type.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/danom/safe.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/danom/__init__.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/danom/stream.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/packages/codeflash-core/src/codeflash_core/danom/utils.py
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.gitignore
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.gitignore
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/Makefile
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/.gitignore
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/CLAUDE.md
|
|
||||||
/Users/krrt7/Desktop/work/cf_org/codeflash-agent/CLAUDE.md
|
|
||||||
1
.gitignore
vendored
1
.gitignore
vendored
|
|
@ -11,3 +11,4 @@ original_base_research/
|
||||||
dist/
|
dist/
|
||||||
dist-*/
|
dist-*/
|
||||||
dist-v2/
|
dist-v2/
|
||||||
|
.playwright-mcp/
|
||||||
|
|
|
||||||
177
evals/score.py
177
evals/score.py
|
|
@ -44,7 +44,11 @@ def _read_single_jsonl(jsonl: Path) -> list[str]:
|
||||||
elif block.get("type") == "tool_use":
|
elif block.get("type") == "tool_use":
|
||||||
name = block.get("name", "")
|
name = block.get("name", "")
|
||||||
inp = block.get("input", {})
|
inp = block.get("input", {})
|
||||||
cmd = inp.get("command", "") if isinstance(inp, dict) else ""
|
cmd = (
|
||||||
|
inp.get("command", "")
|
||||||
|
if isinstance(inp, dict)
|
||||||
|
else ""
|
||||||
|
)
|
||||||
if cmd:
|
if cmd:
|
||||||
parts.append(f"[{name}] {cmd}")
|
parts.append(f"[{name}] {cmd}")
|
||||||
elif name == "Write" and isinstance(inp, dict):
|
elif name == "Write" and isinstance(inp, dict):
|
||||||
|
|
@ -61,8 +65,13 @@ def _read_single_jsonl(jsonl: Path) -> list[str]:
|
||||||
parts.append(f"[result] {inner[:2000]}")
|
parts.append(f"[result] {inner[:2000]}")
|
||||||
elif isinstance(inner, list):
|
elif isinstance(inner, list):
|
||||||
for item in inner:
|
for item in inner:
|
||||||
if isinstance(item, dict) and item.get("type") == "text":
|
if (
|
||||||
parts.append(f"[result] {item['text'][:2000]}")
|
isinstance(item, dict)
|
||||||
|
and item.get("type") == "text"
|
||||||
|
):
|
||||||
|
parts.append(
|
||||||
|
f"[result] {item['text'][:2000]}"
|
||||||
|
)
|
||||||
elif isinstance(content, str) and content:
|
elif isinstance(content, str) and content:
|
||||||
parts.append(content)
|
parts.append(content)
|
||||||
|
|
||||||
|
|
@ -178,20 +187,29 @@ def detect_memory_profiler_usage(session_text: str) -> bool:
|
||||||
return bool(_MEMORY_PROFILER_PATTERNS.search(session_text))
|
return bool(_MEMORY_PROFILER_PATTERNS.search(session_text))
|
||||||
|
|
||||||
|
|
||||||
def count_profiling_runs(session_text: str, profiler_type: str = "memory") -> int:
|
def count_profiling_runs(
|
||||||
|
session_text: str, profiler_type: str = "memory"
|
||||||
|
) -> int:
|
||||||
"""Count distinct profiling command invocations in the session.
|
"""Count distinct profiling command invocations in the session.
|
||||||
|
|
||||||
Counts both direct bash commands (domain agent style) and profiling
|
Counts both direct bash commands (domain agent style) and profiling
|
||||||
script executions (deep agent writes scripts then runs them).
|
script executions (deep agent writes scripts then runs them).
|
||||||
"""
|
"""
|
||||||
pattern = _MEMORY_PROFILER_PATTERNS if profiler_type == "memory" else _CPU_PROFILER_PATTERNS
|
pattern = (
|
||||||
|
_MEMORY_PROFILER_PATTERNS
|
||||||
|
if profiler_type == "memory"
|
||||||
|
else _CPU_PROFILER_PATTERNS
|
||||||
|
)
|
||||||
count = len(pattern.findall(session_text))
|
count = len(pattern.findall(session_text))
|
||||||
# Also count script executions that run profiling scripts
|
# Also count script executions that run profiling scripts
|
||||||
# Deep agent writes /tmp/deep_profile.py or similar, then runs it
|
# Deep agent writes /tmp/deep_profile.py or similar, then runs it
|
||||||
script_runs = len(re.findall(
|
script_runs = len(
|
||||||
r"\[Bash\]\s.*python[3]?\s+/tmp/\w*prof\w*\.py",
|
re.findall(
|
||||||
session_text, re.IGNORECASE,
|
r"\[Bash\]\s.*python[3]?\s+/tmp/\w*prof\w*\.py",
|
||||||
))
|
session_text,
|
||||||
|
re.IGNORECASE,
|
||||||
|
)
|
||||||
|
)
|
||||||
return max(count, count + script_runs)
|
return max(count, count + script_runs)
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -216,21 +234,26 @@ def detect_ranked_list(session_text: str) -> bool:
|
||||||
"""
|
"""
|
||||||
has_profiler = bool(_CPU_PROFILER_PATTERNS.search(session_text))
|
has_profiler = bool(_CPU_PROFILER_PATTERNS.search(session_text))
|
||||||
# Look for ranking output — lines with percentages in a list/table context
|
# Look for ranking output — lines with percentages in a list/table context
|
||||||
has_ranking = bool(re.search(
|
has_ranking = bool(
|
||||||
r"(?:\d+\.?\d*\s*%.*(?:function|target|time|cumtime|tottime|CPU|Mem))|"
|
re.search(
|
||||||
r"(?:(?:#\d|rank|\d\.\s).*\d+\.?\d*\s*%)|"
|
r"(?:\d+\.?\d*\s*%.*(?:function|target|time|cumtime|tottime|CPU|Mem))|"
|
||||||
# Deep agent unified targets table
|
r"(?:(?:#\d|rank|\d\.\s).*\d+\.?\d*\s*%)|"
|
||||||
r"\[unified targets\]|"
|
# Deep agent unified targets table
|
||||||
r"(?:CPU\s*%.*Mem.*MiB)",
|
r"\[unified targets\]|"
|
||||||
session_text, re.IGNORECASE,
|
r"(?:CPU\s*%.*Mem.*MiB)",
|
||||||
))
|
session_text,
|
||||||
|
re.IGNORECASE,
|
||||||
|
)
|
||||||
|
)
|
||||||
return has_profiler and has_ranking
|
return has_profiler and has_ranking
|
||||||
|
|
||||||
|
|
||||||
# --- LLM scoring ---
|
# --- LLM scoring ---
|
||||||
|
|
||||||
|
|
||||||
def build_scoring_prompt(manifest: dict, conversation: str, variant: str) -> str:
|
def build_scoring_prompt(
|
||||||
|
manifest: dict, conversation: str, variant: str
|
||||||
|
) -> str:
|
||||||
"""Build the prompt for LLM-based scoring."""
|
"""Build the prompt for LLM-based scoring."""
|
||||||
rubric = manifest.get("rubric", {})
|
rubric = manifest.get("rubric", {})
|
||||||
criteria = rubric.get("criteria") or rubric.get("per_bug", {})
|
criteria = rubric.get("criteria") or rubric.get("per_bug", {})
|
||||||
|
|
@ -261,7 +284,7 @@ def build_scoring_prompt(manifest: dict, conversation: str, variant: str) -> str
|
||||||
return f"""You are scoring an AI agent's performance on a code optimization task.
|
return f"""You are scoring an AI agent's performance on a code optimization task.
|
||||||
|
|
||||||
## Task Description
|
## Task Description
|
||||||
{manifest.get('description', 'No description')}
|
{manifest.get("description", "No description")}
|
||||||
|
|
||||||
## Known Bugs
|
## Known Bugs
|
||||||
{bugs_desc}
|
{bugs_desc}
|
||||||
|
|
@ -281,7 +304,7 @@ of actual tool use (profiling commands, code edits, test runs).
|
||||||
Return ONLY a JSON object with this exact structure:
|
Return ONLY a JSON object with this exact structure:
|
||||||
{{
|
{{
|
||||||
"criteria": {{
|
"criteria": {{
|
||||||
{', '.join(f'"{name}": <0-{pts}>' for name, pts in criteria.items())}
|
{", ".join(f'"{name}": <0-{pts}>' for name, pts in criteria.items())}
|
||||||
}},
|
}},
|
||||||
"notes": "<brief explanation of key scoring decisions>"
|
"notes": "<brief explanation of key scoring decisions>"
|
||||||
}}"""
|
}}"""
|
||||||
|
|
@ -291,9 +314,13 @@ def llm_score(prompt: str) -> dict:
|
||||||
"""Call Claude to score, return parsed JSON."""
|
"""Call Claude to score, return parsed JSON."""
|
||||||
result = subprocess.run(
|
result = subprocess.run(
|
||||||
[
|
[
|
||||||
"claude", "-p", prompt,
|
"claude",
|
||||||
"--output-format", "json",
|
"-p",
|
||||||
"--model", "sonnet",
|
prompt,
|
||||||
|
"--output-format",
|
||||||
|
"json",
|
||||||
|
"--model",
|
||||||
|
"sonnet",
|
||||||
],
|
],
|
||||||
capture_output=True,
|
capture_output=True,
|
||||||
text=True,
|
text=True,
|
||||||
|
|
@ -311,7 +338,9 @@ def llm_score(prompt: str) -> dict:
|
||||||
# The result might be a JSON string
|
# The result might be a JSON string
|
||||||
if isinstance(inner, str):
|
if isinstance(inner, str):
|
||||||
# Extract JSON from markdown code blocks if present
|
# Extract JSON from markdown code blocks if present
|
||||||
json_match = re.search(r"```(?:json)?\s*(\{.*?\})\s*```", inner, re.DOTALL)
|
json_match = re.search(
|
||||||
|
r"```(?:json)?\s*(\{.*?\})\s*```", inner, re.DOTALL
|
||||||
|
)
|
||||||
if json_match:
|
if json_match:
|
||||||
return json.loads(json_match.group(1))
|
return json.loads(json_match.group(1))
|
||||||
# Try parsing directly
|
# Try parsing directly
|
||||||
|
|
@ -319,7 +348,11 @@ def llm_score(prompt: str) -> dict:
|
||||||
return json.loads(inner)
|
return json.loads(inner)
|
||||||
except json.JSONDecodeError:
|
except json.JSONDecodeError:
|
||||||
# Find JSON object in the text
|
# Find JSON object in the text
|
||||||
brace_match = re.search(r"\{[^{}]*\"criteria\"[^{}]*\{[^{}]*\}[^{}]*\}", inner, re.DOTALL)
|
brace_match = re.search(
|
||||||
|
r"\{[^{}]*\"criteria\"[^{}]*\{[^{}]*\}[^{}]*\}",
|
||||||
|
inner,
|
||||||
|
re.DOTALL,
|
||||||
|
)
|
||||||
if brace_match:
|
if brace_match:
|
||||||
return json.loads(brace_match.group(0))
|
return json.loads(brace_match.group(0))
|
||||||
elif isinstance(inner, dict):
|
elif isinstance(inner, dict):
|
||||||
|
|
@ -327,7 +360,10 @@ def llm_score(prompt: str) -> dict:
|
||||||
except json.JSONDecodeError:
|
except json.JSONDecodeError:
|
||||||
continue
|
continue
|
||||||
|
|
||||||
print(f"WARNING: Could not parse LLM response:\n{output[:500]}", file=sys.stderr)
|
print(
|
||||||
|
f"WARNING: Could not parse LLM response:\n{output[:500]}",
|
||||||
|
file=sys.stderr,
|
||||||
|
)
|
||||||
return {}
|
return {}
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -360,10 +396,12 @@ def score_variant(variant: str, results_dir: Path, manifest: dict) -> dict:
|
||||||
break
|
break
|
||||||
except (json.JSONDecodeError, TypeError):
|
except (json.JSONDecodeError, TypeError):
|
||||||
pass
|
pass
|
||||||
print(f" No session JSONL, using result text ({len(conversation)} chars)")
|
print(
|
||||||
|
f" No session JSONL, using result text ({len(conversation)} chars)"
|
||||||
|
)
|
||||||
|
|
||||||
# LLM scoring
|
# LLM scoring
|
||||||
print(f" Grading with LLM...")
|
print(" Grading with LLM...")
|
||||||
prompt = build_scoring_prompt(manifest, conversation, variant)
|
prompt = build_scoring_prompt(manifest, conversation, variant)
|
||||||
llm_result = llm_score(prompt)
|
llm_result = llm_score(prompt)
|
||||||
scores = llm_result.get("criteria", {})
|
scores = llm_result.get("criteria", {})
|
||||||
|
|
@ -376,7 +414,9 @@ def score_variant(variant: str, results_dir: Path, manifest: dict) -> dict:
|
||||||
|
|
||||||
# Auto-score: tests_pass (deterministic, don't need LLM)
|
# Auto-score: tests_pass (deterministic, don't need LLM)
|
||||||
if "tests_pass" in criteria:
|
if "tests_pass" in criteria:
|
||||||
scores["tests_pass"] = criteria["tests_pass"] if check_tests_pass(test_output) else 0
|
scores["tests_pass"] = (
|
||||||
|
criteria["tests_pass"] if check_tests_pass(test_output) else 0
|
||||||
|
)
|
||||||
|
|
||||||
# Auto-score: optimization_depth from peak memory thresholds
|
# Auto-score: optimization_depth from peak memory thresholds
|
||||||
auto_score = rubric.get("auto_score", {})
|
auto_score = rubric.get("auto_score", {})
|
||||||
|
|
@ -386,7 +426,9 @@ def score_variant(variant: str, results_dir: Path, manifest: dict) -> dict:
|
||||||
for t in auto_score["optimization_depth"].get("thresholds", []):
|
for t in auto_score["optimization_depth"].get("thresholds", []):
|
||||||
if peak <= t["max_mb"]:
|
if peak <= t["max_mb"]:
|
||||||
scores["optimization_depth"] = t["points"]
|
scores["optimization_depth"] = t["points"]
|
||||||
llm_notes += f" | optimization_depth: {peak:.1f}MB → {t['label']}"
|
llm_notes += (
|
||||||
|
f" | optimization_depth: {peak:.1f}MB → {t['label']}"
|
||||||
|
)
|
||||||
break
|
break
|
||||||
|
|
||||||
# Auto-score: used_memory_profiler (deterministic — did agent use memray/tracemalloc?)
|
# Auto-score: used_memory_profiler (deterministic — did agent use memray/tracemalloc?)
|
||||||
|
|
@ -396,7 +438,9 @@ def score_variant(variant: str, results_dir: Path, manifest: dict) -> dict:
|
||||||
llm_notes += " | used_memory_profiler: detected (deterministic)"
|
llm_notes += " | used_memory_profiler: detected (deterministic)"
|
||||||
else:
|
else:
|
||||||
scores["used_memory_profiler"] = 0
|
scores["used_memory_profiler"] = 0
|
||||||
llm_notes += " | used_memory_profiler: NOT detected (deterministic)"
|
llm_notes += (
|
||||||
|
" | used_memory_profiler: NOT detected (deterministic)"
|
||||||
|
)
|
||||||
|
|
||||||
# Auto-score: profiled_iteratively (deterministic — count profiling runs)
|
# Auto-score: profiled_iteratively (deterministic — count profiling runs)
|
||||||
if "profiled_iteratively" in criteria and conversation:
|
if "profiled_iteratively" in criteria and conversation:
|
||||||
|
|
@ -413,11 +457,15 @@ def score_variant(variant: str, results_dir: Path, manifest: dict) -> dict:
|
||||||
# Auto-score: ran_adversarial_review (deterministic — codex adversarial review invoked)
|
# Auto-score: ran_adversarial_review (deterministic — codex adversarial review invoked)
|
||||||
if "ran_adversarial_review" in criteria and conversation:
|
if "ran_adversarial_review" in criteria and conversation:
|
||||||
if detect_adversarial_review(conversation):
|
if detect_adversarial_review(conversation):
|
||||||
scores["ran_adversarial_review"] = criteria["ran_adversarial_review"]
|
scores["ran_adversarial_review"] = criteria[
|
||||||
|
"ran_adversarial_review"
|
||||||
|
]
|
||||||
llm_notes += " | ran_adversarial_review: detected (deterministic)"
|
llm_notes += " | ran_adversarial_review: detected (deterministic)"
|
||||||
else:
|
else:
|
||||||
scores["ran_adversarial_review"] = 0
|
scores["ran_adversarial_review"] = 0
|
||||||
llm_notes += " | ran_adversarial_review: NOT detected (deterministic)"
|
llm_notes += (
|
||||||
|
" | ran_adversarial_review: NOT detected (deterministic)"
|
||||||
|
)
|
||||||
|
|
||||||
# Auto-score: profiled_and_identified (deterministic — any profiler used)
|
# Auto-score: profiled_and_identified (deterministic — any profiler used)
|
||||||
if "profiled_and_identified" in criteria and conversation:
|
if "profiled_and_identified" in criteria and conversation:
|
||||||
|
|
@ -425,10 +473,14 @@ def score_variant(variant: str, results_dir: Path, manifest: dict) -> dict:
|
||||||
has_mem = detect_memory_profiler_usage(conversation)
|
has_mem = detect_memory_profiler_usage(conversation)
|
||||||
if has_cpu or has_mem:
|
if has_cpu or has_mem:
|
||||||
# Profiler detected — let LLM score the quality (don't override)
|
# Profiler detected — let LLM score the quality (don't override)
|
||||||
llm_notes += f" | profiler: detected (cpu={has_cpu}, mem={has_mem})"
|
llm_notes += (
|
||||||
|
f" | profiler: detected (cpu={has_cpu}, mem={has_mem})"
|
||||||
|
)
|
||||||
else:
|
else:
|
||||||
scores["profiled_and_identified"] = 0
|
scores["profiled_and_identified"] = 0
|
||||||
llm_notes += " | profiler: NOT detected (deterministic override to 0)"
|
llm_notes += (
|
||||||
|
" | profiler: NOT detected (deterministic override to 0)"
|
||||||
|
)
|
||||||
|
|
||||||
# Fill missing criteria with 0
|
# Fill missing criteria with 0
|
||||||
for name in criteria:
|
for name in criteria:
|
||||||
|
|
@ -468,7 +520,10 @@ def aggregate_runs(parent_dir: Path) -> int:
|
||||||
"""Aggregate scores from multiple runs into stats per criterion."""
|
"""Aggregate scores from multiple runs into stats per criterion."""
|
||||||
run_dirs = sorted(parent_dir.glob("run-*/"))
|
run_dirs = sorted(parent_dir.glob("run-*/"))
|
||||||
if not run_dirs:
|
if not run_dirs:
|
||||||
print(f"ERROR: No run-*/ directories found in {parent_dir}", file=sys.stderr)
|
print(
|
||||||
|
f"ERROR: No run-*/ directories found in {parent_dir}",
|
||||||
|
file=sys.stderr,
|
||||||
|
)
|
||||||
return 1
|
return 1
|
||||||
|
|
||||||
for variant in ("skill", "baseline"):
|
for variant in ("skill", "baseline"):
|
||||||
|
|
@ -496,7 +551,9 @@ def aggregate_runs(parent_dir: Path) -> int:
|
||||||
"min": min(vals),
|
"min": min(vals),
|
||||||
"max": max(vals),
|
"max": max(vals),
|
||||||
"avg": round(avg, 1),
|
"avg": round(avg, 1),
|
||||||
"stddev": round(math.sqrt(sum((v - avg) ** 2 for v in vals) / n), 2),
|
"stddev": round(
|
||||||
|
math.sqrt(sum((v - avg) ** 2 for v in vals) / n), 2
|
||||||
|
),
|
||||||
}
|
}
|
||||||
|
|
||||||
total_avg = sum(totals) / n
|
total_avg = sum(totals) / n
|
||||||
|
|
@ -508,7 +565,9 @@ def aggregate_runs(parent_dir: Path) -> int:
|
||||||
"min": min(totals),
|
"min": min(totals),
|
||||||
"max": max(totals),
|
"max": max(totals),
|
||||||
"avg": round(total_avg, 1),
|
"avg": round(total_avg, 1),
|
||||||
"stddev": round(math.sqrt(sum((v - total_avg) ** 2 for v in totals) / n), 2),
|
"stddev": round(
|
||||||
|
math.sqrt(sum((v - total_avg) ** 2 for v in totals) / n), 2
|
||||||
|
),
|
||||||
},
|
},
|
||||||
"max_possible": max_total,
|
"max_possible": max_total,
|
||||||
"criteria": criteria_stats,
|
"criteria": criteria_stats,
|
||||||
|
|
@ -520,7 +579,9 @@ def aggregate_runs(parent_dir: Path) -> int:
|
||||||
agg["flaky_criteria"] = flaky
|
agg["flaky_criteria"] = flaky
|
||||||
|
|
||||||
# Collect durations
|
# Collect durations
|
||||||
durations = [s.get("duration") for s in scores if s.get("duration") is not None]
|
durations = [
|
||||||
|
s.get("duration") for s in scores if s.get("duration") is not None
|
||||||
|
]
|
||||||
if durations:
|
if durations:
|
||||||
agg["duration"] = {
|
agg["duration"] = {
|
||||||
"min": min(durations),
|
"min": min(durations),
|
||||||
|
|
@ -533,22 +594,30 @@ def aggregate_runs(parent_dir: Path) -> int:
|
||||||
|
|
||||||
# Print summary
|
# Print summary
|
||||||
print(f"=== {variant} aggregate ({n} runs) ===")
|
print(f"=== {variant} aggregate ({n} runs) ===")
|
||||||
print(f" Total: {agg['total']['avg']}/{max_total} "
|
print(
|
||||||
f"(range {agg['total']['min']}-{agg['total']['max']}, "
|
f" Total: {agg['total']['avg']}/{max_total} "
|
||||||
f"stddev {agg['total']['stddev']})")
|
f"(range {agg['total']['min']}-{agg['total']['max']}, "
|
||||||
|
f"stddev {agg['total']['stddev']})"
|
||||||
|
)
|
||||||
print()
|
print()
|
||||||
|
|
||||||
for crit, stats in criteria_stats.items():
|
for crit, stats in criteria_stats.items():
|
||||||
flaky_mark = " *" if stats["stddev"] > 0 else ""
|
flaky_mark = " *" if stats["stddev"] > 0 else ""
|
||||||
print(f" {crit:40s} avg={stats['avg']:4.1f} "
|
print(
|
||||||
f"range=[{stats['min']}-{stats['max']}] "
|
f" {crit:40s} avg={stats['avg']:4.1f} "
|
||||||
f"stddev={stats['stddev']}{flaky_mark}")
|
f"range=[{stats['min']}-{stats['max']}] "
|
||||||
|
f"stddev={stats['stddev']}{flaky_mark}"
|
||||||
|
)
|
||||||
|
|
||||||
if flaky:
|
if flaky:
|
||||||
print(f"\n * flaky criteria (non-zero stddev): {', '.join(flaky)}")
|
print(
|
||||||
|
f"\n * flaky criteria (non-zero stddev): {', '.join(flaky)}"
|
||||||
|
)
|
||||||
if agg.get("duration"):
|
if agg.get("duration"):
|
||||||
d = agg["duration"]
|
d = agg["duration"]
|
||||||
print(f"\n Duration: avg={d['avg']}s range=[{d['min']}-{d['max']}s]")
|
print(
|
||||||
|
f"\n Duration: avg={d['avg']}s range=[{d['min']}-{d['max']}s]"
|
||||||
|
)
|
||||||
print()
|
print()
|
||||||
|
|
||||||
return 0
|
return 0
|
||||||
|
|
@ -588,8 +657,9 @@ def score_single(results_dir: Path) -> int:
|
||||||
if result.get("duration"):
|
if result.get("duration"):
|
||||||
print(f" Duration: {result['duration']}s")
|
print(f" Duration: {result['duration']}s")
|
||||||
|
|
||||||
rubric_criteria = (manifest.get("rubric", {}).get("criteria") or
|
rubric_criteria = manifest.get("rubric", {}).get(
|
||||||
manifest.get("rubric", {}).get("per_bug", {}))
|
"criteria"
|
||||||
|
) or manifest.get("rubric", {}).get("per_bug", {})
|
||||||
for criterion, score in result["criteria"].items():
|
for criterion, score in result["criteria"].items():
|
||||||
max_pts = rubric_criteria.get(criterion, "?")
|
max_pts = rubric_criteria.get(criterion, "?")
|
||||||
print(f" {criterion}: {score}/{max_pts}")
|
print(f" {criterion}: {score}/{max_pts}")
|
||||||
|
|
@ -633,12 +703,17 @@ def score_single(results_dir: Path) -> int:
|
||||||
def main():
|
def main():
|
||||||
if len(sys.argv) < 2:
|
if len(sys.argv) < 2:
|
||||||
print("Usage: python3 score.py <results-dir>", file=sys.stderr)
|
print("Usage: python3 score.py <results-dir>", file=sys.stderr)
|
||||||
print(" python3 score.py aggregate <parent-dir>", file=sys.stderr)
|
print(
|
||||||
|
" python3 score.py aggregate <parent-dir>", file=sys.stderr
|
||||||
|
)
|
||||||
return 1
|
return 1
|
||||||
|
|
||||||
if sys.argv[1] == "aggregate":
|
if sys.argv[1] == "aggregate":
|
||||||
if len(sys.argv) < 3:
|
if len(sys.argv) < 3:
|
||||||
print("Usage: python3 score.py aggregate <parent-dir>", file=sys.stderr)
|
print(
|
||||||
|
"Usage: python3 score.py aggregate <parent-dir>",
|
||||||
|
file=sys.stderr,
|
||||||
|
)
|
||||||
return 1
|
return 1
|
||||||
return aggregate_runs(Path(sys.argv[2]))
|
return aggregate_runs(Path(sys.argv[2]))
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,6 +1,5 @@
|
||||||
"""Batch processing module with async interface."""
|
"""Batch processing module with async interface."""
|
||||||
|
|
||||||
import asyncio
|
|
||||||
|
|
||||||
|
|
||||||
async def async_batch_process(items: list[dict]) -> list[dict]:
|
async def async_batch_process(items: list[dict]) -> list[dict]:
|
||||||
|
|
@ -31,7 +30,9 @@ def _transform(item: dict) -> dict:
|
||||||
"""Apply transformation to a single item."""
|
"""Apply transformation to a single item."""
|
||||||
return {
|
return {
|
||||||
"id": item["id"],
|
"id": item["id"],
|
||||||
"data": item["data"].upper() if isinstance(item["data"], str) else item["data"],
|
"data": item["data"].upper()
|
||||||
|
if isinstance(item["data"], str)
|
||||||
|
else item["data"],
|
||||||
"priority": item["priority"],
|
"priority": item["priority"],
|
||||||
"processed": True,
|
"processed": True,
|
||||||
}
|
}
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,3 @@
|
||||||
import pytest
|
|
||||||
from log_analyzer.analyzer import analyze_logs
|
from log_analyzer.analyzer import analyze_logs
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,5 +1,5 @@
|
||||||
import asyncio
|
import asyncio
|
||||||
import pytest
|
|
||||||
from log_analyzer.batch import async_batch_process
|
from log_analyzer.batch import async_batch_process
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,5 +1,4 @@
|
||||||
import pytest
|
from log_analyzer.streamer import aggregate_results, stream_results
|
||||||
from log_analyzer.streamer import stream_results, aggregate_results
|
|
||||||
|
|
||||||
|
|
||||||
def test_stream_basic():
|
def test_stream_basic():
|
||||||
|
|
|
||||||
|
|
@ -1,12 +1,9 @@
|
||||||
"""Event enrichment with async metadata lookup and fingerprinting."""
|
"""Event enrichment with async metadata lookup and fingerprinting."""
|
||||||
|
|
||||||
import asyncio
|
import asyncio
|
||||||
import hashlib
|
|
||||||
|
|
||||||
|
|
||||||
async def enrich_events(
|
async def enrich_events(events: list[dict], metadata_db: dict) -> list[dict]:
|
||||||
events: list[dict], metadata_db: dict
|
|
||||||
) -> list[dict]:
|
|
||||||
"""Enrich events with metadata and compute dedup fingerprints.
|
"""Enrich events with metadata and compute dedup fingerprints.
|
||||||
|
|
||||||
For each event, looks up source metadata from the DB and computes
|
For each event, looks up source metadata from the DB and computes
|
||||||
|
|
|
||||||
|
|
@ -1,13 +1,11 @@
|
||||||
"""Output formatting for aggregated pipeline results."""
|
"""Output formatting for aggregated pipeline results."""
|
||||||
|
|
||||||
import copy
|
import copy
|
||||||
import json
|
|
||||||
import hashlib
|
import hashlib
|
||||||
|
import json
|
||||||
|
|
||||||
|
|
||||||
def format_results(
|
def format_results(records: list[dict], schema: dict) -> list[str]:
|
||||||
records: list[dict], schema: dict
|
|
||||||
) -> list[str]:
|
|
||||||
"""Format records according to schema, adding computed fields.
|
"""Format records according to schema, adding computed fields.
|
||||||
|
|
||||||
Each record gets merged with the schema defaults, then enriched with
|
Each record gets merged with the schema defaults, then enriched with
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,3 @@
|
||||||
import pytest
|
|
||||||
from pipeline.aggregator import aggregate_by_category
|
from pipeline.aggregator import aggregate_by_category
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,5 +1,5 @@
|
||||||
import asyncio
|
import asyncio
|
||||||
import pytest
|
|
||||||
from pipeline.enricher import enrich_events
|
from pipeline.enricher import enrich_events
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -18,7 +18,10 @@ def test_enrich_basic():
|
||||||
def test_enrich_large_batch():
|
def test_enrich_large_batch():
|
||||||
"""Production-scale enrichment — this async endpoint is too slow."""
|
"""Production-scale enrichment — this async endpoint is too slow."""
|
||||||
sources = [f"source-{i}" for i in range(20)]
|
sources = [f"source-{i}" for i in range(20)]
|
||||||
db = {s: {"region": f"region-{i % 5}", "tier": "pro"} for i, s in enumerate(sources)}
|
db = {
|
||||||
|
s: {"region": f"region-{i % 5}", "tier": "pro"}
|
||||||
|
for i, s in enumerate(sources)
|
||||||
|
}
|
||||||
events = []
|
events = []
|
||||||
for i in range(30_000):
|
for i in range(30_000):
|
||||||
events.append(
|
events.append(
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,3 @@
|
||||||
import pytest
|
|
||||||
from pipeline.formatter import format_results
|
from pipeline.formatter import format_results
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,3 @@
|
||||||
import pytest
|
|
||||||
from processor.core import process_records
|
from processor.core import process_records
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -46,7 +45,10 @@ def test_process_large_batch():
|
||||||
"routing": {
|
"routing": {
|
||||||
"queue": "default",
|
"queue": "default",
|
||||||
"priority_levels": [1, 2, 3, 4, 5],
|
"priority_levels": [1, 2, 3, 4, 5],
|
||||||
"retry_policy": {"max_retries": 5, "delay_ms": [100, 500, 2000]},
|
"retry_policy": {
|
||||||
|
"max_retries": 5,
|
||||||
|
"delay_ms": [100, 500, 2000],
|
||||||
|
},
|
||||||
},
|
},
|
||||||
},
|
},
|
||||||
}
|
}
|
||||||
|
|
|
||||||
|
|
@ -6,8 +6,17 @@ from collections import defaultdict
|
||||||
class Order:
|
class Order:
|
||||||
"""A customer order with product, pricing, and shipping info."""
|
"""A customer order with product, pricing, and shipping info."""
|
||||||
|
|
||||||
def __init__(self, id, customer, product, category, quantity, price,
|
def __init__(
|
||||||
shipping_address, metadata):
|
self,
|
||||||
|
id,
|
||||||
|
customer,
|
||||||
|
product,
|
||||||
|
category,
|
||||||
|
quantity,
|
||||||
|
price,
|
||||||
|
shipping_address,
|
||||||
|
metadata,
|
||||||
|
):
|
||||||
self.id = id
|
self.id = id
|
||||||
self.customer = customer
|
self.customer = customer
|
||||||
self.product = product
|
self.product = product
|
||||||
|
|
@ -24,16 +33,18 @@ def parse_orders(raw_data):
|
||||||
"""Parse raw dicts into Order objects."""
|
"""Parse raw dicts into Order objects."""
|
||||||
orders = []
|
orders = []
|
||||||
for item in raw_data:
|
for item in raw_data:
|
||||||
orders.append(Order(
|
orders.append(
|
||||||
id=item["id"],
|
Order(
|
||||||
customer=item["customer"],
|
id=item["id"],
|
||||||
product=item["product"],
|
customer=item["customer"],
|
||||||
category=item["category"],
|
product=item["product"],
|
||||||
quantity=item["quantity"],
|
category=item["category"],
|
||||||
price=item["price"],
|
quantity=item["quantity"],
|
||||||
shipping_address=item["shipping_address"],
|
price=item["price"],
|
||||||
metadata=item.get("metadata", {}),
|
shipping_address=item["shipping_address"],
|
||||||
))
|
metadata=item.get("metadata", {}),
|
||||||
|
)
|
||||||
|
)
|
||||||
return orders
|
return orders
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -96,12 +107,16 @@ def build_fulfillment_plan(orders):
|
||||||
f"Details: {json.dumps(order.metadata)}\n"
|
f"Details: {json.dumps(order.metadata)}\n"
|
||||||
f"{'=' * 50}\n"
|
f"{'=' * 50}\n"
|
||||||
)
|
)
|
||||||
plan.append({
|
plan.append(
|
||||||
"order_id": order.id,
|
{
|
||||||
"label": label,
|
"order_id": order.id,
|
||||||
"warehouse": f"WH-{abs(hash(order.shipping_address)) % 5}",
|
"label": label,
|
||||||
"priority": "EXPRESS" if order.final_price > 500 else "STANDARD",
|
"warehouse": f"WH-{abs(hash(order.shipping_address)) % 5}",
|
||||||
})
|
"priority": "EXPRESS"
|
||||||
|
if order.final_price > 500
|
||||||
|
else "STANDARD",
|
||||||
|
}
|
||||||
|
)
|
||||||
return plan
|
return plan
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -116,7 +131,9 @@ def generate_summary(orders):
|
||||||
summary[cat] = {
|
summary[cat] = {
|
||||||
"count": len(cat_orders),
|
"count": len(cat_orders),
|
||||||
"total_revenue": round(sum(o.final_price for o in cat_orders), 2),
|
"total_revenue": round(sum(o.final_price for o in cat_orders), 2),
|
||||||
"avg_quantity": round(sum(o.quantity for o in cat_orders) / len(cat_orders), 1),
|
"avg_quantity": round(
|
||||||
|
sum(o.quantity for o in cat_orders) / len(cat_orders), 1
|
||||||
|
),
|
||||||
}
|
}
|
||||||
return summary
|
return summary
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,18 +1,38 @@
|
||||||
import pytest
|
|
||||||
from orders.core import process_orders
|
from orders.core import process_orders
|
||||||
|
|
||||||
|
|
||||||
def test_basic():
|
def test_basic():
|
||||||
raw = [
|
raw = [
|
||||||
{"id": 1, "customer": "Alice", "product": "Widget", "category": "tools",
|
{
|
||||||
"quantity": 2, "price": 25.0, "shipping_address": "123 Main St",
|
"id": 1,
|
||||||
"metadata": {"payment_method": "credit_card"}},
|
"customer": "Alice",
|
||||||
{"id": 2, "customer": "Bob", "product": "Gadget", "category": "tools",
|
"product": "Widget",
|
||||||
"quantity": 1, "price": 50.0, "shipping_address": "456 Oak Ave",
|
"category": "tools",
|
||||||
"metadata": {"payment_method": "paypal"}},
|
"quantity": 2,
|
||||||
{"id": 3, "customer": "Carol", "product": "Gizmo", "category": "electronics",
|
"price": 25.0,
|
||||||
"quantity": 5, "price": 10.0, "shipping_address": "789 Elm Dr",
|
"shipping_address": "123 Main St",
|
||||||
"metadata": {"payment_method": "debit"}},
|
"metadata": {"payment_method": "credit_card"},
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 2,
|
||||||
|
"customer": "Bob",
|
||||||
|
"product": "Gadget",
|
||||||
|
"category": "tools",
|
||||||
|
"quantity": 1,
|
||||||
|
"price": 50.0,
|
||||||
|
"shipping_address": "456 Oak Ave",
|
||||||
|
"metadata": {"payment_method": "paypal"},
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 3,
|
||||||
|
"customer": "Carol",
|
||||||
|
"product": "Gizmo",
|
||||||
|
"category": "electronics",
|
||||||
|
"quantity": 5,
|
||||||
|
"price": 10.0,
|
||||||
|
"shipping_address": "789 Elm Dr",
|
||||||
|
"metadata": {"payment_method": "debit"},
|
||||||
|
},
|
||||||
]
|
]
|
||||||
result = process_orders(raw)
|
result = process_orders(raw)
|
||||||
assert len(result["summary"]) == 2
|
assert len(result["summary"]) == 2
|
||||||
|
|
@ -43,10 +63,19 @@ def test_large_batch():
|
||||||
"price": round(10.0 + (i % 500) * 0.5, 2),
|
"price": round(10.0 + (i % 500) * 0.5, 2),
|
||||||
"shipping_address": f"{100 + i % 999} Main St, City-{i % 50}, ST {10000 + i % 90000}",
|
"shipping_address": f"{100 + i % 999} Main St, City-{i % 50}, ST {10000 + i % 90000}",
|
||||||
"metadata": {
|
"metadata": {
|
||||||
"payment_method": ["credit_card", "debit", "paypal", "bank_transfer"][i % 4],
|
"payment_method": [
|
||||||
"order_source": ["web", "mobile", "api", "in_store"][i % 4],
|
"credit_card",
|
||||||
|
"debit",
|
||||||
|
"paypal",
|
||||||
|
"bank_transfer",
|
||||||
|
][i % 4],
|
||||||
|
"order_source": ["web", "mobile", "api", "in_store"][
|
||||||
|
i % 4
|
||||||
|
],
|
||||||
"loyalty_tier": ["bronze", "silver", "gold"][i % 3],
|
"loyalty_tier": ["bronze", "silver", "gold"][i % 3],
|
||||||
"promo_code": f"PROMO-{i % 20:03d}" if i % 5 == 0 else None,
|
"promo_code": f"PROMO-{i % 20:03d}"
|
||||||
|
if i % 5 == 0
|
||||||
|
else None,
|
||||||
"gift_wrap": i % 7 == 0,
|
"gift_wrap": i % 7 == 0,
|
||||||
"notes": f"Order note #{i}" if i % 10 == 0 else "",
|
"notes": f"Order note #{i}" if i % 10 == 0 else "",
|
||||||
"tracking": {"email": True, "sms": i % 3 == 0},
|
"tracking": {"email": True, "sms": i % 3 == 0},
|
||||||
|
|
|
||||||
|
|
@ -3,19 +3,20 @@ import json
|
||||||
import time
|
import time
|
||||||
from collections import defaultdict
|
from collections import defaultdict
|
||||||
|
|
||||||
|
|
||||||
# Processing log — records each operation for debugging and audit trail
|
# Processing log — records each operation for debugging and audit trail
|
||||||
_processing_log = []
|
_processing_log = []
|
||||||
|
|
||||||
|
|
||||||
def _log_operation(stage, reading_id, snapshot):
|
def _log_operation(stage, reading_id, snapshot):
|
||||||
"""Append an operation record to the processing log."""
|
"""Append an operation record to the processing log."""
|
||||||
_processing_log.append({
|
_processing_log.append(
|
||||||
"stage": stage,
|
{
|
||||||
"reading_id": reading_id,
|
"stage": stage,
|
||||||
"timestamp": time.monotonic(),
|
"reading_id": reading_id,
|
||||||
"snapshot": snapshot,
|
"timestamp": time.monotonic(),
|
||||||
})
|
"snapshot": snapshot,
|
||||||
|
}
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
def _snapshot(reading):
|
def _snapshot(reading):
|
||||||
|
|
@ -73,8 +74,7 @@ def validate_readings(readings):
|
||||||
def calibrate(readings):
|
def calibrate(readings):
|
||||||
"""Apply per-sensor-type calibration offsets."""
|
"""Apply per-sensor-type calibration offsets."""
|
||||||
offsets = {
|
offsets = {
|
||||||
f"sensor-{i}": round(0.1 * (i % 5) - 0.2, 2)
|
f"sensor-{i}": round(0.1 * (i % 5) - 0.2, 2) for i in range(100)
|
||||||
for i in range(100)
|
|
||||||
}
|
}
|
||||||
|
|
||||||
calibrated = []
|
calibrated = []
|
||||||
|
|
|
||||||
|
|
@ -1,15 +1,29 @@
|
||||||
import pytest
|
|
||||||
from pipeline.core import process_readings
|
from pipeline.core import process_readings
|
||||||
|
|
||||||
|
|
||||||
def test_basic():
|
def test_basic():
|
||||||
raw = [
|
raw = [
|
||||||
{"id": 1, "sensor_type": "temp", "timestamp": "2024-01-01T00:00:00",
|
{
|
||||||
"value": 22.5, "metadata": {"location": {"lat": 0, "lng": 0}}},
|
"id": 1,
|
||||||
{"id": 2, "sensor_type": "temp", "timestamp": "2024-01-01T01:00:00",
|
"sensor_type": "temp",
|
||||||
"value": 23.0, "metadata": {"location": {"lat": 0, "lng": 0}}},
|
"timestamp": "2024-01-01T00:00:00",
|
||||||
{"id": 3, "sensor_type": "humidity", "timestamp": "2024-01-01T00:00:00",
|
"value": 22.5,
|
||||||
"value": 45.0, "metadata": {"location": {"lat": 0, "lng": 0}}},
|
"metadata": {"location": {"lat": 0, "lng": 0}},
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 2,
|
||||||
|
"sensor_type": "temp",
|
||||||
|
"timestamp": "2024-01-01T01:00:00",
|
||||||
|
"value": 23.0,
|
||||||
|
"metadata": {"location": {"lat": 0, "lng": 0}},
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 3,
|
||||||
|
"sensor_type": "humidity",
|
||||||
|
"timestamp": "2024-01-01T00:00:00",
|
||||||
|
"value": 45.0,
|
||||||
|
"metadata": {"location": {"lat": 0, "lng": 0}},
|
||||||
|
},
|
||||||
]
|
]
|
||||||
result = process_readings(raw)
|
result = process_readings(raw)
|
||||||
assert len(result) == 2
|
assert len(result) == 2
|
||||||
|
|
|
||||||
|
|
@ -3,10 +3,20 @@ import json
|
||||||
import time
|
import time
|
||||||
from collections import defaultdict
|
from collections import defaultdict
|
||||||
|
|
||||||
VALID_CATEGORIES = frozenset({
|
VALID_CATEGORIES = frozenset(
|
||||||
"electronics", "clothing", "food", "home", "sports",
|
{
|
||||||
"books", "toys", "health", "auto", "garden",
|
"electronics",
|
||||||
})
|
"clothing",
|
||||||
|
"food",
|
||||||
|
"home",
|
||||||
|
"sports",
|
||||||
|
"books",
|
||||||
|
"toys",
|
||||||
|
"health",
|
||||||
|
"auto",
|
||||||
|
"garden",
|
||||||
|
}
|
||||||
|
)
|
||||||
|
|
||||||
REGIONS = frozenset({"US-EAST", "US-WEST", "EU-NORTH", "EU-SOUTH", "APAC"})
|
REGIONS = frozenset({"US-EAST", "US-WEST", "EU-NORTH", "EU-SOUTH", "APAC"})
|
||||||
|
|
||||||
|
|
@ -19,20 +29,26 @@ REGION_NAMES = {
|
||||||
}
|
}
|
||||||
|
|
||||||
CURRENCIES = {
|
CURRENCIES = {
|
||||||
"US-EAST": "USD", "US-WEST": "USD",
|
"US-EAST": "USD",
|
||||||
"EU-NORTH": "EUR", "EU-SOUTH": "EUR",
|
"US-WEST": "USD",
|
||||||
|
"EU-NORTH": "EUR",
|
||||||
|
"EU-SOUTH": "EUR",
|
||||||
"APAC": "JPY",
|
"APAC": "JPY",
|
||||||
}
|
}
|
||||||
|
|
||||||
TAX_RATES = {
|
TAX_RATES = {
|
||||||
"US-EAST": 0.08, "US-WEST": 0.075,
|
"US-EAST": 0.08,
|
||||||
"EU-NORTH": 0.25, "EU-SOUTH": 0.22,
|
"US-WEST": 0.075,
|
||||||
|
"EU-NORTH": 0.25,
|
||||||
|
"EU-SOUTH": 0.22,
|
||||||
"APAC": 0.10,
|
"APAC": 0.10,
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
||||||
class Transaction:
|
class Transaction:
|
||||||
def __init__(self, id, amount, category, region, timestamp, customer, metadata):
|
def __init__(
|
||||||
|
self, id, amount, category, region, timestamp, customer, metadata
|
||||||
|
):
|
||||||
self.id = id
|
self.id = id
|
||||||
self.amount = amount
|
self.amount = amount
|
||||||
self.category = category
|
self.category = category
|
||||||
|
|
@ -45,6 +61,7 @@ class Transaction:
|
||||||
def generate_transactions(n):
|
def generate_transactions(n):
|
||||||
"""Generate raw transaction data for testing."""
|
"""Generate raw transaction data for testing."""
|
||||||
import random
|
import random
|
||||||
|
|
||||||
rng = random.Random(42)
|
rng = random.Random(42)
|
||||||
|
|
||||||
categories = sorted(VALID_CATEGORIES)
|
categories = sorted(VALID_CATEGORIES)
|
||||||
|
|
@ -54,19 +71,21 @@ def generate_transactions(n):
|
||||||
|
|
||||||
raw = []
|
raw = []
|
||||||
for i in range(n):
|
for i in range(n):
|
||||||
raw.append({
|
raw.append(
|
||||||
"id": i,
|
{
|
||||||
"amount": round(rng.uniform(5.0, 500.0), 2),
|
"id": i,
|
||||||
"category": rng.choice(categories),
|
"amount": round(rng.uniform(5.0, 500.0), 2),
|
||||||
"region": rng.choice(regions),
|
"category": rng.choice(categories),
|
||||||
"timestamp": f"2024-01-{(i % 28) + 1:02d}T{i % 24:02d}:{i % 60:02d}:00Z",
|
"region": rng.choice(regions),
|
||||||
"customer": f"customer-{rng.randint(1, 10000):05d}",
|
"timestamp": f"2024-01-{(i % 28) + 1:02d}T{i % 24:02d}:{i % 60:02d}:00Z",
|
||||||
"metadata": {
|
"customer": f"customer-{rng.randint(1, 10000):05d}",
|
||||||
"channel": rng.choice(channels),
|
"metadata": {
|
||||||
"priority": rng.choice(priorities),
|
"channel": rng.choice(channels),
|
||||||
"tags": [f"tag-{rng.randint(1, 100)}" for _ in range(3)],
|
"priority": rng.choice(priorities),
|
||||||
},
|
"tags": [f"tag-{rng.randint(1, 100)}" for _ in range(3)],
|
||||||
})
|
},
|
||||||
|
}
|
||||||
|
)
|
||||||
return raw
|
return raw
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -74,15 +93,17 @@ def parse_transactions(raw_data):
|
||||||
"""Parse raw dicts into Transaction objects."""
|
"""Parse raw dicts into Transaction objects."""
|
||||||
transactions = []
|
transactions = []
|
||||||
for item in raw_data:
|
for item in raw_data:
|
||||||
transactions.append(Transaction(
|
transactions.append(
|
||||||
id=item["id"],
|
Transaction(
|
||||||
amount=item["amount"],
|
id=item["id"],
|
||||||
category=item["category"],
|
amount=item["amount"],
|
||||||
region=item["region"],
|
category=item["category"],
|
||||||
timestamp=item["timestamp"],
|
region=item["region"],
|
||||||
customer=item["customer"],
|
timestamp=item["timestamp"],
|
||||||
metadata=item["metadata"],
|
customer=item["customer"],
|
||||||
))
|
metadata=item["metadata"],
|
||||||
|
)
|
||||||
|
)
|
||||||
return transactions
|
return transactions
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -100,38 +121,49 @@ def validate_transactions(transactions):
|
||||||
"amount_limit": t.amount < 1_000_000,
|
"amount_limit": t.amount < 1_000_000,
|
||||||
"category_known": t.category in VALID_CATEGORIES,
|
"category_known": t.category in VALID_CATEGORIES,
|
||||||
"region_active": t.region in REGIONS,
|
"region_active": t.region in REGIONS,
|
||||||
"customer_format": bool(t.customer) and t.customer.startswith("customer-"),
|
"customer_format": bool(t.customer)
|
||||||
|
and t.customer.startswith("customer-"),
|
||||||
"timestamp_present": bool(t.timestamp),
|
"timestamp_present": bool(t.timestamp),
|
||||||
"metadata_valid": isinstance(t.metadata, dict) and "channel" in t.metadata,
|
"metadata_valid": isinstance(t.metadata, dict)
|
||||||
|
and "channel" in t.metadata,
|
||||||
}
|
}
|
||||||
|
|
||||||
# Build comprehensive audit snapshot for compliance record
|
# Build comprehensive audit snapshot for compliance record
|
||||||
audit_snapshot = json.dumps({
|
audit_snapshot = json.dumps(
|
||||||
"transaction_id": t.id,
|
{
|
||||||
"amount": str(t.amount),
|
"transaction_id": t.id,
|
||||||
"category": t.category,
|
"amount": str(t.amount),
|
||||||
"region": t.region,
|
"category": t.category,
|
||||||
"customer": t.customer,
|
"region": t.region,
|
||||||
"timestamp": t.timestamp,
|
"customer": t.customer,
|
||||||
"metadata_repr": repr(t.metadata),
|
"timestamp": t.timestamp,
|
||||||
"field_checks": field_checks,
|
"metadata_repr": repr(t.metadata),
|
||||||
"validation_ts": time.time(),
|
"field_checks": field_checks,
|
||||||
}, sort_keys=True, default=str)
|
"validation_ts": time.time(),
|
||||||
|
},
|
||||||
|
sort_keys=True,
|
||||||
|
default=str,
|
||||||
|
)
|
||||||
|
|
||||||
# Generate compliance hash chain for audit trail
|
# Generate compliance hash chain for audit trail
|
||||||
primary_hash = hashlib.sha256(audit_snapshot.encode()).hexdigest()
|
primary_hash = hashlib.sha256(audit_snapshot.encode()).hexdigest()
|
||||||
compliance_envelope = json.dumps({
|
compliance_envelope = json.dumps(
|
||||||
"primary_hash": primary_hash,
|
{
|
||||||
"rules_version": "2024.1.3",
|
"primary_hash": primary_hash,
|
||||||
"field_checks": field_checks,
|
"rules_version": "2024.1.3",
|
||||||
"chain_input": (
|
"field_checks": field_checks,
|
||||||
f"VALIDATE:{t.id}:{t.amount}:{t.category}"
|
"chain_input": (
|
||||||
f":{t.region}:{primary_hash[:16]}"
|
f"VALIDATE:{t.id}:{t.amount}:{t.category}"
|
||||||
),
|
f":{t.region}:{primary_hash[:16]}"
|
||||||
}, sort_keys=True)
|
),
|
||||||
|
},
|
||||||
|
sort_keys=True,
|
||||||
|
)
|
||||||
|
|
||||||
# Store ONLY the final compliance hash (not the full audit data)
|
# Store ONLY the final compliance hash (not the full audit data)
|
||||||
t._compliance_hash = hashlib.sha256(compliance_envelope.encode()).hexdigest()
|
t._compliance_hash = hashlib.sha256(
|
||||||
|
compliance_envelope.encode()
|
||||||
|
).hexdigest()
|
||||||
|
|
||||||
if all(field_checks.values()):
|
if all(field_checks.values()):
|
||||||
t.validated = True
|
t.validated = True
|
||||||
|
|
@ -221,14 +253,18 @@ def format_report(analytics):
|
||||||
lines.append(f" Transactions: {stats['count']:,}")
|
lines.append(f" Transactions: {stats['count']:,}")
|
||||||
lines.append(f" Revenue: ${stats['revenue']:,.2f}")
|
lines.append(f" Revenue: ${stats['revenue']:,.2f}")
|
||||||
lines.append(f" Avg Order: ${stats['avg_order']:,.2f}")
|
lines.append(f" Avg Order: ${stats['avg_order']:,.2f}")
|
||||||
lines.append(f" Range: ${stats['min_order']:,.2f} — ${stats['max_order']:,.2f}")
|
lines.append(
|
||||||
|
f" Range: ${stats['min_order']:,.2f} — ${stats['max_order']:,.2f}"
|
||||||
|
)
|
||||||
lines.append("")
|
lines.append("")
|
||||||
|
|
||||||
lines.extend([
|
lines.extend(
|
||||||
"=" * 60,
|
[
|
||||||
f"TOTAL: {total_count:,} transactions, ${total_revenue:,.2f} revenue",
|
"=" * 60,
|
||||||
"=" * 60,
|
f"TOTAL: {total_count:,} transactions, ${total_revenue:,.2f} revenue",
|
||||||
])
|
"=" * 60,
|
||||||
|
]
|
||||||
|
)
|
||||||
|
|
||||||
return "\n".join(lines)
|
return "\n".join(lines)
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -1,15 +1,32 @@
|
||||||
import pytest
|
|
||||||
from aggregator.core import process_dataset
|
from aggregator.core import process_dataset
|
||||||
|
|
||||||
|
|
||||||
def test_basic():
|
def test_basic():
|
||||||
raw = [
|
raw = [
|
||||||
{"id": 1, "category": "web", "source": "s1", "date": "2024-01-01",
|
{
|
||||||
"value": 10.0, "metadata": {"tags": ["a"], "region": "us"}},
|
"id": 1,
|
||||||
{"id": 2, "category": "web", "source": "s2", "date": "2024-01-02",
|
"category": "web",
|
||||||
"value": 20.0, "metadata": {"tags": ["b"], "region": "eu"}},
|
"source": "s1",
|
||||||
{"id": 3, "category": "api", "source": "s1", "date": "2024-01-01",
|
"date": "2024-01-01",
|
||||||
"value": 5.0, "metadata": {"tags": ["a"], "region": "us"}},
|
"value": 10.0,
|
||||||
|
"metadata": {"tags": ["a"], "region": "us"},
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 2,
|
||||||
|
"category": "web",
|
||||||
|
"source": "s2",
|
||||||
|
"date": "2024-01-02",
|
||||||
|
"value": 20.0,
|
||||||
|
"metadata": {"tags": ["b"], "region": "eu"},
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 3,
|
||||||
|
"category": "api",
|
||||||
|
"source": "s1",
|
||||||
|
"date": "2024-01-01",
|
||||||
|
"value": 5.0,
|
||||||
|
"metadata": {"tags": ["a"], "region": "us"},
|
||||||
|
},
|
||||||
]
|
]
|
||||||
result = process_dataset(raw)
|
result = process_dataset(raw)
|
||||||
assert len(result) == 2
|
assert len(result) == 2
|
||||||
|
|
|
||||||
|
|
@ -1,10 +1,10 @@
|
||||||
"""Analytics pipeline: parse → validate → normalize → deduplicate →
|
"""Analytics pipeline: parse → validate → normalize → deduplicate →
|
||||||
enrich → score → rank → filter → format → summarize."""
|
enrich → score → rank → filter → format → summarize."""
|
||||||
|
|
||||||
import copy
|
import copy
|
||||||
|
import hashlib
|
||||||
import json
|
import json
|
||||||
import re
|
import re
|
||||||
import hashlib
|
|
||||||
|
|
||||||
|
|
||||||
def run_pipeline(records: list[dict], config: dict) -> dict:
|
def run_pipeline(records: list[dict], config: dict) -> dict:
|
||||||
|
|
@ -208,7 +208,9 @@ def generate_summary(records: list[dict]) -> dict:
|
||||||
for other_cat in categories:
|
for other_cat in categories:
|
||||||
if other_cat == cat:
|
if other_cat == cat:
|
||||||
continue
|
continue
|
||||||
other_records = [r for r in records if r.get("category", "") == other_cat]
|
other_records = [
|
||||||
|
r for r in records if r.get("category", "") == other_cat
|
||||||
|
]
|
||||||
other_sources = [r.get("source", "") for r in other_records]
|
other_sources = [r.get("source", "") for r in other_records]
|
||||||
shared = 0
|
shared = 0
|
||||||
for s in cat_sources:
|
for s in cat_sources:
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,3 @@
|
||||||
import pytest
|
|
||||||
from analytics.pipeline import run_pipeline
|
from analytics.pipeline import run_pipeline
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -11,14 +10,45 @@ def test_basic():
|
||||||
"defaults": {"priority": 0},
|
"defaults": {"priority": 0},
|
||||||
}
|
}
|
||||||
records = [
|
records = [
|
||||||
{"id": 1, "value": 10.0, "category": "web", "source": "s1", "tags": []},
|
{
|
||||||
{"id": 2, "value": 20.0, "category": "web", "source": "s2", "tags": []},
|
"id": 1,
|
||||||
{"id": 3, "value": 5.0, "category": "api", "source": "s1", "tags": ["spam"]},
|
"value": 10.0,
|
||||||
{"id": 4, "value": 15.0, "category": "api", "source": "banned", "tags": []},
|
"category": "web",
|
||||||
{"value": 1.0, "category": "x", "source": "s1", "tags": []}, # missing id
|
"source": "s1",
|
||||||
|
"tags": [],
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 2,
|
||||||
|
"value": 20.0,
|
||||||
|
"category": "web",
|
||||||
|
"source": "s2",
|
||||||
|
"tags": [],
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 3,
|
||||||
|
"value": 5.0,
|
||||||
|
"category": "api",
|
||||||
|
"source": "s1",
|
||||||
|
"tags": ["spam"],
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": 4,
|
||||||
|
"value": 15.0,
|
||||||
|
"category": "api",
|
||||||
|
"source": "banned",
|
||||||
|
"tags": [],
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"value": 1.0,
|
||||||
|
"category": "x",
|
||||||
|
"source": "s1",
|
||||||
|
"tags": [],
|
||||||
|
}, # missing id
|
||||||
]
|
]
|
||||||
result = run_pipeline(records, config)
|
result = run_pipeline(records, config)
|
||||||
assert len(result["records"]) == 2 # filtered: missing id, blocked source, blocked tag
|
assert (
|
||||||
|
len(result["records"]) == 2
|
||||||
|
) # filtered: missing id, blocked source, blocked tag
|
||||||
assert len(result["summary"]) > 0
|
assert len(result["summary"]) > 0
|
||||||
|
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -40,9 +40,7 @@ def clean_records(records: list[dict]) -> list[dict]:
|
||||||
return cleaned
|
return cleaned
|
||||||
|
|
||||||
|
|
||||||
def validate_records(
|
def validate_records(records: list[dict], config: dict) -> list[dict]:
|
||||||
records: list[dict], config: dict
|
|
||||||
) -> list[dict]:
|
|
||||||
"""Filter records missing required fields or on the blocklist.
|
"""Filter records missing required fields or on the blocklist.
|
||||||
|
|
||||||
Uses a list for blocklist lookups to preserve insertion order
|
Uses a list for blocklist lookups to preserve insertion order
|
||||||
|
|
|
||||||
|
|
@ -1,4 +1,3 @@
|
||||||
import pytest
|
|
||||||
from pipeline.core import run_pipeline
|
from pipeline.core import run_pipeline
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -11,7 +10,11 @@ def test_basic():
|
||||||
{"id": 1, "value": "hello world", "category": "a", "base_score": 1.0},
|
{"id": 1, "value": "hello world", "category": "a", "base_score": 1.0},
|
||||||
{"id": 2, "value": "foo", "category": "a", "base_score": 2.0},
|
{"id": 2, "value": "foo", "category": "a", "base_score": 2.0},
|
||||||
{"id": 999, "value": "blocked", "category": "b", "base_score": 1.0},
|
{"id": 999, "value": "blocked", "category": "b", "base_score": 1.0},
|
||||||
{"id": 3, "value": "bar", "category": "b"}, # missing base_score is ok (defaults to 1.0)
|
{
|
||||||
|
"id": 3,
|
||||||
|
"value": "bar",
|
||||||
|
"category": "b",
|
||||||
|
}, # missing base_score is ok (defaults to 1.0)
|
||||||
{"value": "no id"}, # missing required field
|
{"value": "no id"}, # missing required field
|
||||||
]
|
]
|
||||||
result = run_pipeline(records, config)
|
result = run_pipeline(records, config)
|
||||||
|
|
@ -40,5 +43,7 @@ def test_large_batch():
|
||||||
}
|
}
|
||||||
)
|
)
|
||||||
result = run_pipeline(records, config)
|
result = run_pipeline(records, config)
|
||||||
assert len(result) == 5_000 # none blocked (IDs 0-4999, blocklist 9000-9099)
|
assert (
|
||||||
|
len(result) == 5_000
|
||||||
|
) # none blocked (IDs 0-4999, blocklist 9000-9099)
|
||||||
assert all("score" in r for r in result)
|
assert all("score" in r for r in result)
|
||||||
|
|
|
||||||
|
|
@ -6,15 +6,24 @@
|
||||||
# Usage: Adapt the "RUN TARGET HERE" section for your test/benchmark,
|
# Usage: Adapt the "RUN TARGET HERE" section for your test/benchmark,
|
||||||
# then run with: $RUNNER /tmp/deep_profile.py
|
# then run with: $RUNNER /tmp/deep_profile.py
|
||||||
|
|
||||||
import cProfile, tracemalloc, gc, time, pstats, os, sys
|
import cProfile
|
||||||
|
import gc
|
||||||
|
import os
|
||||||
|
import pstats
|
||||||
|
import time
|
||||||
|
import tracemalloc
|
||||||
|
|
||||||
# Track GC to quantify allocation→CPU interaction
|
# Track GC to quantify allocation→CPU interaction
|
||||||
gc_times = []
|
gc_times = []
|
||||||
|
|
||||||
|
|
||||||
def gc_callback(phase, info):
|
def gc_callback(phase, info):
|
||||||
if phase == 'start':
|
if phase == "start":
|
||||||
gc_callback._start = time.perf_counter()
|
gc_callback._start = time.perf_counter()
|
||||||
elif phase == 'stop':
|
elif phase == "stop":
|
||||||
gc_times.append(time.perf_counter() - gc_callback._start)
|
gc_times.append(time.perf_counter() - gc_callback._start)
|
||||||
|
|
||||||
|
|
||||||
gc.callbacks.append(gc_callback)
|
gc.callbacks.append(gc_callback)
|
||||||
|
|
||||||
tracemalloc.start()
|
tracemalloc.start()
|
||||||
|
|
@ -25,11 +34,11 @@ profiler.enable()
|
||||||
profiler.disable()
|
profiler.disable()
|
||||||
|
|
||||||
mem_snapshot = tracemalloc.take_snapshot()
|
mem_snapshot = tracemalloc.take_snapshot()
|
||||||
profiler.dump_stats('/tmp/deep_cpu.prof')
|
profiler.dump_stats("/tmp/deep_cpu.prof")
|
||||||
|
|
||||||
# Memory top allocators
|
# Memory top allocators
|
||||||
print("=== MEMORY: Top allocators ===")
|
print("=== MEMORY: Top allocators ===")
|
||||||
for stat in mem_snapshot.statistics('lineno')[:15]:
|
for stat in mem_snapshot.statistics("lineno")[:15]:
|
||||||
print(stat)
|
print(stat)
|
||||||
|
|
||||||
# GC impact
|
# GC impact
|
||||||
|
|
@ -38,9 +47,9 @@ print(f"\n=== GC: {len(gc_times)} collections, {total_gc:.3f}s total ===")
|
||||||
|
|
||||||
# CPU top functions (project-only)
|
# CPU top functions (project-only)
|
||||||
print("\n=== CPU: Top project functions ===")
|
print("\n=== CPU: Top project functions ===")
|
||||||
p = pstats.Stats('/tmp/deep_cpu.prof')
|
p = pstats.Stats("/tmp/deep_cpu.prof")
|
||||||
stats = p.stats
|
stats = p.stats
|
||||||
src = os.path.abspath('src') # adjust to project source root
|
src = os.path.abspath("src") # adjust to project source root
|
||||||
project_funcs = []
|
project_funcs = []
|
||||||
for (file, line, name), (cc, nc, tt, ct, callers) in stats.items():
|
for (file, line, name), (cc, nc, tt, ct, callers) in stats.items():
|
||||||
if not os.path.abspath(file).startswith(src):
|
if not os.path.abspath(file).startswith(src):
|
||||||
|
|
@ -48,8 +57,8 @@ for (file, line, name), (cc, nc, tt, ct, callers) in stats.items():
|
||||||
project_funcs.append((ct, tt, name, file, line))
|
project_funcs.append((ct, tt, name, file, line))
|
||||||
project_funcs.sort(reverse=True)
|
project_funcs.sort(reverse=True)
|
||||||
total = project_funcs[0][0] if project_funcs else 1
|
total = project_funcs[0][0] if project_funcs else 1
|
||||||
if not os.path.exists('/tmp/deep_baseline_total'):
|
if not os.path.exists("/tmp/deep_baseline_total"):
|
||||||
with open('/tmp/deep_baseline_total', 'w') as f:
|
with open("/tmp/deep_baseline_total", "w") as f:
|
||||||
f.write(str(total))
|
f.write(str(total))
|
||||||
for ct, tt, name, file, line in project_funcs[:15]:
|
for ct, tt, name, file, line in project_funcs[:15]:
|
||||||
pct = ct / total * 100
|
pct = ct / total * 100
|
||||||
|
|
|
||||||
|
|
@ -4,7 +4,7 @@ version = "0.1.0"
|
||||||
requires-python = ">=3.9"
|
requires-python = ">=3.9"
|
||||||
|
|
||||||
[tool.uv.workspace]
|
[tool.uv.workspace]
|
||||||
members = ["packages/*"]
|
members = ["packages/*", "reports/*"]
|
||||||
|
|
||||||
[dependency-groups]
|
[dependency-groups]
|
||||||
dev = [
|
dev = [
|
||||||
|
|
@ -50,6 +50,7 @@ src = [
|
||||||
"packages/github-app",
|
"packages/github-app",
|
||||||
]
|
]
|
||||||
extend-exclude = [
|
extend-exclude = [
|
||||||
|
".codeflash/",
|
||||||
"packages/codeflash-python/tests/code_to_optimize",
|
"packages/codeflash-python/tests/code_to_optimize",
|
||||||
"packages/codeflash-python/src/codeflash_python/ai/_tabulate.py",
|
"packages/codeflash-python/src/codeflash_python/ai/_tabulate.py",
|
||||||
]
|
]
|
||||||
|
|
@ -234,6 +235,17 @@ ignore = [
|
||||||
"W", # whitespace issues in test data strings
|
"W", # whitespace issues in test data strings
|
||||||
]
|
]
|
||||||
|
|
||||||
|
"reports/*" = [
|
||||||
|
"C901", # complex layout builders are expected in Dash apps
|
||||||
|
"E501", # long strings in inline HTML
|
||||||
|
"ERA001", # section separator comments
|
||||||
|
"PERF403", # dict comprehension not clearer here
|
||||||
|
"PLR0913", # helper functions with many style params
|
||||||
|
"PLR0915", # long layout functions are expected in Dash
|
||||||
|
"PLR2004", # magic values in layout (pixel sizes, etc.)
|
||||||
|
"T201", # print for dev server
|
||||||
|
]
|
||||||
|
|
||||||
[tool.isort]
|
[tool.isort]
|
||||||
known_first_party = ["codeflash_python", "codeflash_core"]
|
known_first_party = ["codeflash_python", "codeflash_core"]
|
||||||
|
|
||||||
|
|
@ -258,6 +270,7 @@ module = "codeflash_python.testing._instrumentation"
|
||||||
ignore_errors = true
|
ignore_errors = true
|
||||||
|
|
||||||
[tool.pytest.ini_options]
|
[tool.pytest.ini_options]
|
||||||
|
asyncio_mode = "auto"
|
||||||
addopts = [
|
addopts = [
|
||||||
"--strict-markers",
|
"--strict-markers",
|
||||||
"--strict-config",
|
"--strict-config",
|
||||||
|
|
|
||||||
73
reports/unstructured/data.json
Normal file
73
reports/unstructured/data.json
Normal file
|
|
@ -0,0 +1,73 @@
|
||||||
|
{
|
||||||
|
"core_product_base": "https://github.com/Unstructured-IO/core-product/pull",
|
||||||
|
"github_workflows_base": "https://github.com/Unstructured-IO/github-workflows/pull",
|
||||||
|
"mem_before": {
|
||||||
|
"pre_partition_mb": 2619,
|
||||||
|
"post_partition_mb": 3491,
|
||||||
|
"max_alloc_mb": 268,
|
||||||
|
"k8s_gb": 32
|
||||||
|
},
|
||||||
|
"mem_after": {
|
||||||
|
"pre_partition_mb": 499,
|
||||||
|
"post_partition_mb": 1398,
|
||||||
|
"max_alloc_mb": 134,
|
||||||
|
"k8s_gb": 4
|
||||||
|
},
|
||||||
|
"bench_before": {
|
||||||
|
"post_import_mib": 1189,
|
||||||
|
"first_partition_delta_mib": 949,
|
||||||
|
"peak_gb": 1.660,
|
||||||
|
"total_gb": 16.398,
|
||||||
|
"allocs": 5585979,
|
||||||
|
"wall_s": 76.0
|
||||||
|
},
|
||||||
|
"bench_after": {
|
||||||
|
"post_import_mib": 952,
|
||||||
|
"first_partition_delta_mib": 707,
|
||||||
|
"peak_gb": 1.473,
|
||||||
|
"total_gb": 20.239,
|
||||||
|
"allocs": 6210809,
|
||||||
|
"wall_s": 86.0
|
||||||
|
},
|
||||||
|
"latency_opts": [
|
||||||
|
["Pdfium PNG -> BMP render", 89, 890, 2.1, "#1503"],
|
||||||
|
["Pass file path to tesseract", 515, 5148, 12.2, "#1506"]
|
||||||
|
],
|
||||||
|
"ci_before": {
|
||||||
|
"jobs_spawned": 301,
|
||||||
|
"jobs_ran": 193,
|
||||||
|
"billed_min": 205,
|
||||||
|
"wall": "3m 49s",
|
||||||
|
"cost": 1.64
|
||||||
|
},
|
||||||
|
"ci_after": {
|
||||||
|
"jobs_spawned": 33,
|
||||||
|
"jobs_ran": 31,
|
||||||
|
"billed_min": 31,
|
||||||
|
"wall": "1m 05s",
|
||||||
|
"cost": 0.25
|
||||||
|
},
|
||||||
|
"merged_prs": [
|
||||||
|
[1398, "2026-03-27", "Fix: avoid blocking event loop during gzip decompression", "Reliability", "core-product"],
|
||||||
|
[1399, "2026-04-03", "Fix: avoid blocking event loop during PDF validation", "Reliability", "core-product"],
|
||||||
|
[1400, "2026-03-30", "Fix: avoid blocking event loop during CSV response merging", "Reliability", "core-product"],
|
||||||
|
[1441, "2026-04-03", "mem: resize-first preprocessing", "Memory", "core-product"],
|
||||||
|
[1448, "2026-03-24", "mem: free page image before table OCR", "Memory", "core-product"],
|
||||||
|
[1464, "2026-03-27", "refactor: replace lazyproperty with cached_property", "Code quality", "core-product"],
|
||||||
|
[1481, "2026-04-03", "perf: reduce attribute lookups in hot path", "Latency", "core-product"],
|
||||||
|
[1502, "2026-04-14", "perf: CPU-aware serial OCR (sched_getaffinity)", "Memory", "core-product"],
|
||||||
|
[1506, "2026-04-13", "perf: pass file path directly to tesseract", "Latency", "core-product"],
|
||||||
|
[1507, "2026-04-14", "perf: use jemalloc to reduce fragmentation", "Memory", "core-product"],
|
||||||
|
[360, "2026-04-10", "Add uv workspace support via optional package input", "CI/CD", "github-workflows"],
|
||||||
|
[361, "2026-04-11", "Skip pip.conf in uv workspace mode", "CI/CD", "github-workflows"]
|
||||||
|
],
|
||||||
|
"open_prs": [
|
||||||
|
[1471, "Async OCR pipeline via aiopytesseract", "Latency", "core-product"],
|
||||||
|
[1500, "Stacked optimizations for hi_res PDF pipeline", "Memory + Latency", "core-product"],
|
||||||
|
[1503, "Render PDF pages as BMP instead of PNG", "Latency", "core-product"],
|
||||||
|
[1505, "Pass image file path directly to tesseract OCR", "Latency", "core-product"],
|
||||||
|
[1509, "Use BMP instead of PNG for pytesseract temp files", "Latency", "core-product"],
|
||||||
|
[667, "POC: uv workspace for platform-libs (28 packages)", "CI/CD", "platform-libs"],
|
||||||
|
[669, "CI baseline measurement (do not merge)", "CI/CD", "platform-libs"]
|
||||||
|
]
|
||||||
|
}
|
||||||
2406
reports/unstructured/engagement_report.py
Normal file
2406
reports/unstructured/engagement_report.py
Normal file
File diff suppressed because it is too large
Load diff
8
reports/unstructured/pyproject.toml
Normal file
8
reports/unstructured/pyproject.toml
Normal file
|
|
@ -0,0 +1,8 @@
|
||||||
|
[project]
|
||||||
|
name = "unstructured-report"
|
||||||
|
version = "0.1.0"
|
||||||
|
requires-python = ">=3.12"
|
||||||
|
dependencies = [
|
||||||
|
"dash>=4.1",
|
||||||
|
"plotly>=6.7",
|
||||||
|
]
|
||||||
59
reports/unstructured/theme.py
Normal file
59
reports/unstructured/theme.py
Normal file
|
|
@ -0,0 +1,59 @@
|
||||||
|
"""Theme and styling constants for the Unstructured x Codeflash engagement report."""
|
||||||
|
|
||||||
|
# ── Colors (Codeflash dark - amber/zinc) ────────────────────────────────────
|
||||||
|
ACCENT = "#ffd227"
|
||||||
|
DARK = "#09090b"
|
||||||
|
CARD_BG = "#18181b"
|
||||||
|
CARD_BORDER = "#27272a"
|
||||||
|
SLATE = "#e4e4e7"
|
||||||
|
GRAY = "#a1a1aa"
|
||||||
|
LIGHT_GRAY = "#71717a"
|
||||||
|
BG = "#09090b"
|
||||||
|
WHITE = "#fafafa"
|
||||||
|
GREEN = "#4ade80"
|
||||||
|
LIGHT_GREEN = "rgba(74,222,128,0.12)"
|
||||||
|
RED = "#f87171"
|
||||||
|
LIGHT_RED = "rgba(248,113,113,0.12)"
|
||||||
|
AMBER = "#fbbf24"
|
||||||
|
BLUE = "#60a5fa"
|
||||||
|
PURPLE = "#a78bfa"
|
||||||
|
PINK = "#f472b6"
|
||||||
|
|
||||||
|
# ── Component styles ────────────────────────────────────────────────────────
|
||||||
|
CARD = {
|
||||||
|
"background": CARD_BG,
|
||||||
|
"borderRadius": "12px",
|
||||||
|
"padding": "28px 32px",
|
||||||
|
"border": f"1px solid {CARD_BORDER}",
|
||||||
|
}
|
||||||
|
FONT = "'Inter', system-ui, -apple-system, sans-serif"
|
||||||
|
MONO = "'JetBrains Mono', 'Menlo', monospace"
|
||||||
|
|
||||||
|
# ── Table styles ────────────────────────────────────────────────────────────
|
||||||
|
TABLE_STYLE = {
|
||||||
|
"style_header": {
|
||||||
|
"backgroundColor": "#0f0f12",
|
||||||
|
"color": ACCENT,
|
||||||
|
"fontWeight": "600",
|
||||||
|
"fontSize": "13px",
|
||||||
|
"padding": "12px 16px",
|
||||||
|
"borderBottom": f"1px solid {CARD_BORDER}",
|
||||||
|
},
|
||||||
|
"style_cell": {
|
||||||
|
"textAlign": "left",
|
||||||
|
"padding": "12px 16px",
|
||||||
|
"fontSize": "13px",
|
||||||
|
"fontFamily": FONT,
|
||||||
|
"border": "none",
|
||||||
|
"color": SLATE,
|
||||||
|
},
|
||||||
|
"style_data": {"backgroundColor": CARD_BG, "color": SLATE},
|
||||||
|
"style_data_conditional": [
|
||||||
|
{"if": {"row_index": "odd"}, "backgroundColor": "#1f1f23"}
|
||||||
|
],
|
||||||
|
"style_table": {
|
||||||
|
"borderRadius": "12px",
|
||||||
|
"overflow": "hidden",
|
||||||
|
"border": f"1px solid {CARD_BORDER}",
|
||||||
|
},
|
||||||
|
}
|
||||||
|
|
@ -31,14 +31,14 @@ import re
|
||||||
import statistics
|
import statistics
|
||||||
import subprocess
|
import subprocess
|
||||||
from collections import Counter, defaultdict
|
from collections import Counter, defaultdict
|
||||||
|
from collections.abc import Iterable
|
||||||
from dataclasses import asdict, dataclass, field
|
from dataclasses import asdict, dataclass, field
|
||||||
from datetime import datetime, timezone
|
from datetime import datetime, timezone
|
||||||
from functools import lru_cache
|
from functools import lru_cache
|
||||||
from pathlib import Path
|
from pathlib import Path
|
||||||
from typing import Any, Iterable
|
from typing import Any
|
||||||
from uuid import UUID
|
from uuid import UUID
|
||||||
|
|
||||||
|
|
||||||
EXTENSION_TO_LANGUAGE: dict[str, str] = {
|
EXTENSION_TO_LANGUAGE: dict[str, str] = {
|
||||||
".ts": "TypeScript",
|
".ts": "TypeScript",
|
||||||
".tsx": "TypeScript",
|
".tsx": "TypeScript",
|
||||||
|
|
@ -142,150 +142,150 @@ AGENT_TOOL_NAMES = {"Agent", "Task"}
|
||||||
|
|
||||||
GOAL_PATTERNS: dict[str, list[re.Pattern[str]]] = {
|
GOAL_PATTERNS: dict[str, list[re.Pattern[str]]] = {
|
||||||
"debug_investigate": [
|
"debug_investigate": [
|
||||||
re.compile(r"\bdebug\b", re.I),
|
re.compile(r"\bdebug\b", re.IGNORECASE),
|
||||||
re.compile(r"\binvestigat", re.I),
|
re.compile(r"\binvestigat", re.IGNORECASE),
|
||||||
re.compile(r"\btrace\b", re.I),
|
re.compile(r"\btrace\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwhy\b", re.I),
|
re.compile(r"\bwhy\b", re.IGNORECASE),
|
||||||
re.compile(r"\berror\b", re.I),
|
re.compile(r"\berror\b", re.IGNORECASE),
|
||||||
re.compile(r"\bissue\b", re.I),
|
re.compile(r"\bissue\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"implement_feature": [
|
"implement_feature": [
|
||||||
re.compile(r"\bimplement\b", re.I),
|
re.compile(r"\bimplement\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbuild\b", re.I),
|
re.compile(r"\bbuild\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfeature\b", re.I),
|
re.compile(r"\bfeature\b", re.IGNORECASE),
|
||||||
re.compile(r"\badd\b", re.I),
|
re.compile(r"\badd\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcreate\b", re.I),
|
re.compile(r"\bcreate\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"fix_bug": [
|
"fix_bug": [
|
||||||
re.compile(r"\bfix\b", re.I),
|
re.compile(r"\bfix\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbug\b", re.I),
|
re.compile(r"\bbug\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbroken\b", re.I),
|
re.compile(r"\bbroken\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfailing\b", re.I),
|
re.compile(r"\bfailing\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_script_tool": [
|
"write_script_tool": [
|
||||||
re.compile(r"\bscript\b", re.I),
|
re.compile(r"\bscript\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcli\b", re.I),
|
re.compile(r"\bcli\b", re.IGNORECASE),
|
||||||
re.compile(r"\btool\b", re.I),
|
re.compile(r"\btool\b", re.IGNORECASE),
|
||||||
re.compile(r"\bautomation\b", re.I),
|
re.compile(r"\bautomation\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"refactor_code": [
|
"refactor_code": [
|
||||||
re.compile(r"\brefactor\b", re.I),
|
re.compile(r"\brefactor\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcleanup\b", re.I),
|
re.compile(r"\bcleanup\b", re.IGNORECASE),
|
||||||
re.compile(r"\breorgan", re.I),
|
re.compile(r"\breorgan", re.IGNORECASE),
|
||||||
re.compile(r"\bsimplif", re.I),
|
re.compile(r"\bsimplif", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"configure_system": [
|
"configure_system": [
|
||||||
re.compile(r"\bconfigure\b", re.I),
|
re.compile(r"\bconfigure\b", re.IGNORECASE),
|
||||||
re.compile(r"\bsetup\b", re.I),
|
re.compile(r"\bsetup\b", re.IGNORECASE),
|
||||||
re.compile(r"\binstall\b", re.I),
|
re.compile(r"\binstall\b", re.IGNORECASE),
|
||||||
re.compile(r"\bconfig\b", re.I),
|
re.compile(r"\bconfig\b", re.IGNORECASE),
|
||||||
re.compile(r"\benv\b", re.I),
|
re.compile(r"\benv\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdocker\b", re.I),
|
re.compile(r"\bdocker\b", re.IGNORECASE),
|
||||||
re.compile(r"\bci\b", re.I),
|
re.compile(r"\bci\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"create_pr_commit": [
|
"create_pr_commit": [
|
||||||
re.compile(r"\bcommit\b", re.I),
|
re.compile(r"\bcommit\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpull request\b", re.I),
|
re.compile(r"\bpull request\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpr\b", re.I),
|
re.compile(r"\bpr\b", re.IGNORECASE),
|
||||||
re.compile(r"\bmerge\b", re.I),
|
re.compile(r"\bmerge\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"analyze_data": [
|
"analyze_data": [
|
||||||
re.compile(r"\banaly[sz]e\b", re.I),
|
re.compile(r"\banaly[sz]e\b", re.IGNORECASE),
|
||||||
re.compile(r"\bmetrics\b", re.I),
|
re.compile(r"\bmetrics\b", re.IGNORECASE),
|
||||||
re.compile(r"\breport\b", re.I),
|
re.compile(r"\breport\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdata\b", re.I),
|
re.compile(r"\bdata\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"understand_codebase": [
|
"understand_codebase": [
|
||||||
re.compile(r"\bunderstand\b", re.I),
|
re.compile(r"\bunderstand\b", re.IGNORECASE),
|
||||||
re.compile(r"\bexplain\b", re.I),
|
re.compile(r"\bexplain\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwalk ?through\b", re.I),
|
re.compile(r"\bwalk ?through\b", re.IGNORECASE),
|
||||||
re.compile(r"\bhow does\b", re.I),
|
re.compile(r"\bhow does\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwhere is\b", re.I),
|
re.compile(r"\bwhere is\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_tests": [
|
"write_tests": [
|
||||||
re.compile(r"\btests?\b", re.I),
|
re.compile(r"\btests?\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpytest\b", re.I),
|
re.compile(r"\bpytest\b", re.IGNORECASE),
|
||||||
re.compile(r"\bunit test\b", re.I),
|
re.compile(r"\bunit test\b", re.IGNORECASE),
|
||||||
re.compile(r"\bintegration test\b", re.I),
|
re.compile(r"\bintegration test\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_docs": [
|
"write_docs": [
|
||||||
re.compile(r"\breadme\b", re.I),
|
re.compile(r"\breadme\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdocs?\b", re.I),
|
re.compile(r"\bdocs?\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdocument", re.I),
|
re.compile(r"\bdocument", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"deploy_infra": [
|
"deploy_infra": [
|
||||||
re.compile(r"\bdeploy\b", re.I),
|
re.compile(r"\bdeploy\b", re.IGNORECASE),
|
||||||
re.compile(r"\binfra\b", re.I),
|
re.compile(r"\binfra\b", re.IGNORECASE),
|
||||||
re.compile(r"\bterraform\b", re.I),
|
re.compile(r"\bterraform\b", re.IGNORECASE),
|
||||||
re.compile(r"\bkubernetes\b", re.I),
|
re.compile(r"\bkubernetes\b", re.IGNORECASE),
|
||||||
re.compile(r"\bk8s\b", re.I),
|
re.compile(r"\bk8s\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
||||||
REPEATED_INSTRUCTION_PATTERNS = [
|
REPEATED_INSTRUCTION_PATTERNS = [
|
||||||
re.compile(r"\balways\b", re.I),
|
re.compile(r"\balways\b", re.IGNORECASE),
|
||||||
re.compile(r"\bnever\b", re.I),
|
re.compile(r"\bnever\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdon't\b", re.I),
|
re.compile(r"\bdon't\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdo not\b", re.I),
|
re.compile(r"\bdo not\b", re.IGNORECASE),
|
||||||
re.compile(r"\bplease\b", re.I),
|
re.compile(r"\bplease\b", re.IGNORECASE),
|
||||||
re.compile(r"\bmake sure\b", re.I),
|
re.compile(r"\bmake sure\b", re.IGNORECASE),
|
||||||
re.compile(r"\buse\b", re.I),
|
re.compile(r"\buse\b", re.IGNORECASE),
|
||||||
re.compile(r"\brun\b", re.I),
|
re.compile(r"\brun\b", re.IGNORECASE),
|
||||||
re.compile(r"\bavoid\b", re.I),
|
re.compile(r"\bavoid\b", re.IGNORECASE),
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
POSITIVE_STRONG_PATTERNS = [
|
POSITIVE_STRONG_PATTERNS = [
|
||||||
re.compile(r"\bperfect\b", re.I),
|
re.compile(r"\bperfect\b", re.IGNORECASE),
|
||||||
re.compile(r"\bgreat\b", re.I),
|
re.compile(r"\bgreat\b", re.IGNORECASE),
|
||||||
re.compile(r"\bawesome\b", re.I),
|
re.compile(r"\bawesome\b", re.IGNORECASE),
|
||||||
re.compile(r"\bexcellent\b", re.I),
|
re.compile(r"\bexcellent\b", re.IGNORECASE),
|
||||||
re.compile(r"\blove\b", re.I),
|
re.compile(r"\blove\b", re.IGNORECASE),
|
||||||
re.compile(r"\bship it\b", re.I),
|
re.compile(r"\bship it\b", re.IGNORECASE),
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
POSITIVE_MILD_PATTERNS = [
|
POSITIVE_MILD_PATTERNS = [
|
||||||
re.compile(r"\bthanks\b", re.I),
|
re.compile(r"\bthanks\b", re.IGNORECASE),
|
||||||
re.compile(r"\bthat works\b", re.I),
|
re.compile(r"\bthat works\b", re.IGNORECASE),
|
||||||
re.compile(r"\bworks\b", re.I),
|
re.compile(r"\bworks\b", re.IGNORECASE),
|
||||||
re.compile(r"\blooks good\b", re.I),
|
re.compile(r"\blooks good\b", re.IGNORECASE),
|
||||||
re.compile(r"\bsolid\b", re.I),
|
re.compile(r"\bsolid\b", re.IGNORECASE),
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
NEGATIVE_STRONG_PATTERNS = [
|
NEGATIVE_STRONG_PATTERNS = [
|
||||||
re.compile(r"\bbroken\b", re.I),
|
re.compile(r"\bbroken\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfrustrat", re.I),
|
re.compile(r"\bfrustrat", re.IGNORECASE),
|
||||||
re.compile(r"\bgive up\b", re.I),
|
re.compile(r"\bgive up\b", re.IGNORECASE),
|
||||||
re.compile(r"\buseless\b", re.I),
|
re.compile(r"\buseless\b", re.IGNORECASE),
|
||||||
re.compile(r"\bterrible\b", re.I),
|
re.compile(r"\bterrible\b", re.IGNORECASE),
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
NEGATIVE_MILD_PATTERNS = [
|
NEGATIVE_MILD_PATTERNS = [
|
||||||
re.compile(r"\bnot right\b", re.I),
|
re.compile(r"\bnot right\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwrong\b", re.I),
|
re.compile(r"\bwrong\b", re.IGNORECASE),
|
||||||
re.compile(r"\btry again\b", re.I),
|
re.compile(r"\btry again\b", re.IGNORECASE),
|
||||||
re.compile(r"\bstill failing\b", re.I),
|
re.compile(r"\bstill failing\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdoesn't work\b", re.I),
|
re.compile(r"\bdoesn't work\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdoes not work\b", re.I),
|
re.compile(r"\bdoes not work\b", re.IGNORECASE),
|
||||||
re.compile(r"\bproblem\b", re.I),
|
re.compile(r"\bproblem\b", re.IGNORECASE),
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
CONTINUATION_PATTERNS = [
|
CONTINUATION_PATTERNS = [
|
||||||
re.compile(r"\bok\b", re.I),
|
re.compile(r"\bok\b", re.IGNORECASE),
|
||||||
re.compile(r"\bokay\b", re.I),
|
re.compile(r"\bokay\b", re.IGNORECASE),
|
||||||
re.compile(r"\bnow\b", re.I),
|
re.compile(r"\bnow\b", re.IGNORECASE),
|
||||||
re.compile(r"\bnext\b", re.I),
|
re.compile(r"\bnext\b", re.IGNORECASE),
|
||||||
re.compile(r"\balso\b", re.I),
|
re.compile(r"\balso\b", re.IGNORECASE),
|
||||||
re.compile(r"\bthen\b", re.I),
|
re.compile(r"\bthen\b", re.IGNORECASE),
|
||||||
]
|
]
|
||||||
|
|
||||||
|
|
||||||
PROMPT_NOISE_RE = re.compile(r"^\s*<[a-z][^>]*>", re.I)
|
PROMPT_NOISE_RE = re.compile(r"^\s*<[a-z][^>]*>", re.IGNORECASE)
|
||||||
|
|
||||||
|
|
||||||
PROJECT_AREA_DESCRIPTIONS = {
|
PROJECT_AREA_DESCRIPTIONS = {
|
||||||
|
|
@ -407,7 +407,7 @@ class SessionMeta:
|
||||||
user_message_timestamps: list[str]
|
user_message_timestamps: list[str]
|
||||||
|
|
||||||
@classmethod
|
@classmethod
|
||||||
def from_dict(cls, payload: dict[str, Any]) -> "SessionMeta":
|
def from_dict(cls, payload: dict[str, Any]) -> SessionMeta:
|
||||||
return cls(**payload)
|
return cls(**payload)
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -427,7 +427,7 @@ class SessionFacets:
|
||||||
user_instructions_to_claude: list[str] = field(default_factory=list)
|
user_instructions_to_claude: list[str] = field(default_factory=list)
|
||||||
|
|
||||||
@classmethod
|
@classmethod
|
||||||
def from_dict(cls, payload: dict[str, Any]) -> "SessionFacets":
|
def from_dict(cls, payload: dict[str, Any]) -> SessionFacets:
|
||||||
return cls(**payload)
|
return cls(**payload)
|
||||||
|
|
||||||
|
|
||||||
|
|
@ -2652,9 +2652,9 @@ def generate_time_of_day_chart(hours: list[int]) -> str:
|
||||||
"Morning (6-12)": range(6, 12),
|
"Morning (6-12)": range(6, 12),
|
||||||
"Afternoon (12-18)": range(12, 18),
|
"Afternoon (12-18)": range(12, 18),
|
||||||
"Evening (18-24)": range(18, 24),
|
"Evening (18-24)": range(18, 24),
|
||||||
"Night (0-6)": range(0, 6),
|
"Night (0-6)": range(6),
|
||||||
}
|
}
|
||||||
counts = {label: 0 for label in periods}
|
counts = dict.fromkeys(periods, 0)
|
||||||
for hour in hours:
|
for hour in hours:
|
||||||
for label, hour_range in periods.items():
|
for label, hour_range in periods.items():
|
||||||
if hour in hour_range:
|
if hour in hour_range:
|
||||||
|
|
|
||||||
|
|
@ -32,7 +32,6 @@ from functools import lru_cache
|
||||||
from pathlib import Path
|
from pathlib import Path
|
||||||
from typing import Any
|
from typing import Any
|
||||||
|
|
||||||
|
|
||||||
LABEL_MAP: dict[str, str] = {
|
LABEL_MAP: dict[str, str] = {
|
||||||
"debug_investigate": "Debug/Investigate",
|
"debug_investigate": "Debug/Investigate",
|
||||||
"implement_feature": "Implement Feature",
|
"implement_feature": "Implement Feature",
|
||||||
|
|
@ -66,79 +65,79 @@ LABEL_MAP: dict[str, str] = {
|
||||||
|
|
||||||
GOAL_PATTERNS: dict[str, list[re.Pattern[str]]] = {
|
GOAL_PATTERNS: dict[str, list[re.Pattern[str]]] = {
|
||||||
"debug_investigate": [
|
"debug_investigate": [
|
||||||
re.compile(r"\bdebug\b", re.I),
|
re.compile(r"\bdebug\b", re.IGNORECASE),
|
||||||
re.compile(r"\binvestigat", re.I),
|
re.compile(r"\binvestigat", re.IGNORECASE),
|
||||||
re.compile(r"\btrace\b", re.I),
|
re.compile(r"\btrace\b", re.IGNORECASE),
|
||||||
re.compile(r"\berror\b", re.I),
|
re.compile(r"\berror\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwhy\b", re.I),
|
re.compile(r"\bwhy\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfail", re.I),
|
re.compile(r"\bfail", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"implement_feature": [
|
"implement_feature": [
|
||||||
re.compile(r"\bimplement\b", re.I),
|
re.compile(r"\bimplement\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbuild\b", re.I),
|
re.compile(r"\bbuild\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfeature\b", re.I),
|
re.compile(r"\bfeature\b", re.IGNORECASE),
|
||||||
re.compile(r"\badd\b", re.I),
|
re.compile(r"\badd\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcreate\b", re.I),
|
re.compile(r"\bcreate\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"fix_bug": [
|
"fix_bug": [
|
||||||
re.compile(r"\bfix\b", re.I),
|
re.compile(r"\bfix\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbug\b", re.I),
|
re.compile(r"\bbug\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbroken\b", re.I),
|
re.compile(r"\bbroken\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfailing\b", re.I),
|
re.compile(r"\bfailing\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_script_tool": [
|
"write_script_tool": [
|
||||||
re.compile(r"\bscript\b", re.I),
|
re.compile(r"\bscript\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcli\b", re.I),
|
re.compile(r"\bcli\b", re.IGNORECASE),
|
||||||
re.compile(r"\btool\b", re.I),
|
re.compile(r"\btool\b", re.IGNORECASE),
|
||||||
re.compile(r"\bautomation\b", re.I),
|
re.compile(r"\bautomation\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"refactor_code": [
|
"refactor_code": [
|
||||||
re.compile(r"\brefactor\b", re.I),
|
re.compile(r"\brefactor\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcleanup\b", re.I),
|
re.compile(r"\bcleanup\b", re.IGNORECASE),
|
||||||
re.compile(r"\breorgan", re.I),
|
re.compile(r"\breorgan", re.IGNORECASE),
|
||||||
re.compile(r"\bsimplif", re.I),
|
re.compile(r"\bsimplif", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"configure_system": [
|
"configure_system": [
|
||||||
re.compile(r"\bconfigure\b", re.I),
|
re.compile(r"\bconfigure\b", re.IGNORECASE),
|
||||||
re.compile(r"\bsetup\b", re.I),
|
re.compile(r"\bsetup\b", re.IGNORECASE),
|
||||||
re.compile(r"\binstall\b", re.I),
|
re.compile(r"\binstall\b", re.IGNORECASE),
|
||||||
re.compile(r"\bconfig\b", re.I),
|
re.compile(r"\bconfig\b", re.IGNORECASE),
|
||||||
re.compile(r"\benv\b", re.I),
|
re.compile(r"\benv\b", re.IGNORECASE),
|
||||||
re.compile(r"\bci\b", re.I),
|
re.compile(r"\bci\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"create_pr_commit": [
|
"create_pr_commit": [
|
||||||
re.compile(r"\bcommit\b", re.I),
|
re.compile(r"\bcommit\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpull request\b", re.I),
|
re.compile(r"\bpull request\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpr\b", re.I),
|
re.compile(r"\bpr\b", re.IGNORECASE),
|
||||||
re.compile(r"\bmerge\b", re.I),
|
re.compile(r"\bmerge\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbranch\b", re.I),
|
re.compile(r"\bbranch\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"analyze_data": [
|
"analyze_data": [
|
||||||
re.compile(r"\banaly[sz]e\b", re.I),
|
re.compile(r"\banaly[sz]e\b", re.IGNORECASE),
|
||||||
re.compile(r"\bmetrics\b", re.I),
|
re.compile(r"\bmetrics\b", re.IGNORECASE),
|
||||||
re.compile(r"\breport\b", re.I),
|
re.compile(r"\breport\b", re.IGNORECASE),
|
||||||
re.compile(r"\binsights?\b", re.I),
|
re.compile(r"\binsights?\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdata\b", re.I),
|
re.compile(r"\bdata\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"understand_codebase": [
|
"understand_codebase": [
|
||||||
re.compile(r"\bunderstand\b", re.I),
|
re.compile(r"\bunderstand\b", re.IGNORECASE),
|
||||||
re.compile(r"\bexplain\b", re.I),
|
re.compile(r"\bexplain\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwalk ?through\b", re.I),
|
re.compile(r"\bwalk ?through\b", re.IGNORECASE),
|
||||||
re.compile(r"\bhow does\b", re.I),
|
re.compile(r"\bhow does\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwhere is\b", re.I),
|
re.compile(r"\bwhere is\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfind\b", re.I),
|
re.compile(r"\bfind\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_tests": [
|
"write_tests": [
|
||||||
re.compile(r"\btests?\b", re.I),
|
re.compile(r"\btests?\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpytest\b", re.I),
|
re.compile(r"\bpytest\b", re.IGNORECASE),
|
||||||
re.compile(r"\bunit test\b", re.I),
|
re.compile(r"\bunit test\b", re.IGNORECASE),
|
||||||
re.compile(r"\bintegration test\b", re.I),
|
re.compile(r"\bintegration test\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbenchmark\b", re.I),
|
re.compile(r"\bbenchmark\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_docs": [
|
"write_docs": [
|
||||||
re.compile(r"\breadme\b", re.I),
|
re.compile(r"\breadme\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdocs?\b", re.I),
|
re.compile(r"\bdocs?\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdocument", re.I),
|
re.compile(r"\bdocument", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
@ -163,13 +162,13 @@ SHELL_TOOL_NAMES = {"exec_command", "shell", "shell_command"}
|
||||||
|
|
||||||
TEST_COMMAND_RE = re.compile(
|
TEST_COMMAND_RE = re.compile(
|
||||||
r"\b(pytest|npm test|pnpm test|yarn test|cargo test|go test|vitest|jest|ruff|mypy|gradle test|mvn test)\b",
|
r"\b(pytest|npm test|pnpm test|yarn test|cargo test|go test|vitest|jest|ruff|mypy|gradle test|mvn test)\b",
|
||||||
re.I,
|
re.IGNORECASE,
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
GIT_COMMIT_RE = re.compile(r"(^|[;&|]\s*|\s)git\s+commit\b", re.I)
|
GIT_COMMIT_RE = re.compile(r"(^|[;&|]\s*|\s)git\s+commit\b", re.IGNORECASE)
|
||||||
GIT_PUSH_RE = re.compile(r"(^|[;&|]\s*|\s)git\s+push\b", re.I)
|
GIT_PUSH_RE = re.compile(r"(^|[;&|]\s*|\s)git\s+push\b", re.IGNORECASE)
|
||||||
GH_RE = re.compile(r"(^|[;&|]\s*|\s)gh\b", re.I)
|
GH_RE = re.compile(r"(^|[;&|]\s*|\s)gh\b", re.IGNORECASE)
|
||||||
|
|
||||||
|
|
||||||
@dataclass(frozen=True)
|
@dataclass(frozen=True)
|
||||||
|
|
|
||||||
|
|
@ -33,7 +33,6 @@ from functools import lru_cache
|
||||||
from pathlib import Path
|
from pathlib import Path
|
||||||
from typing import Any
|
from typing import Any
|
||||||
|
|
||||||
|
|
||||||
LABEL_MAP: dict[str, str] = {
|
LABEL_MAP: dict[str, str] = {
|
||||||
"debug_investigate": "Debug/Investigate",
|
"debug_investigate": "Debug/Investigate",
|
||||||
"implement_feature": "Implement Feature",
|
"implement_feature": "Implement Feature",
|
||||||
|
|
@ -75,91 +74,91 @@ LABEL_MAP: dict[str, str] = {
|
||||||
|
|
||||||
GOAL_PATTERNS: dict[str, list[re.Pattern[str]]] = {
|
GOAL_PATTERNS: dict[str, list[re.Pattern[str]]] = {
|
||||||
"debug_investigate": [
|
"debug_investigate": [
|
||||||
re.compile(r"\bdebug\b", re.I),
|
re.compile(r"\bdebug\b", re.IGNORECASE),
|
||||||
re.compile(r"\binvestigat", re.I),
|
re.compile(r"\binvestigat", re.IGNORECASE),
|
||||||
re.compile(r"\btrace\b", re.I),
|
re.compile(r"\btrace\b", re.IGNORECASE),
|
||||||
re.compile(r"\berror\b", re.I),
|
re.compile(r"\berror\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwhy\b", re.I),
|
re.compile(r"\bwhy\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfail", re.I),
|
re.compile(r"\bfail", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"implement_feature": [
|
"implement_feature": [
|
||||||
re.compile(r"\bimplement\b", re.I),
|
re.compile(r"\bimplement\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbuild\b", re.I),
|
re.compile(r"\bbuild\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfeature\b", re.I),
|
re.compile(r"\bfeature\b", re.IGNORECASE),
|
||||||
re.compile(r"\badd\b", re.I),
|
re.compile(r"\badd\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcreate\b", re.I),
|
re.compile(r"\bcreate\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"fix_bug": [
|
"fix_bug": [
|
||||||
re.compile(r"\bfix\b", re.I),
|
re.compile(r"\bfix\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbug\b", re.I),
|
re.compile(r"\bbug\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbroken\b", re.I),
|
re.compile(r"\bbroken\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfailing\b", re.I),
|
re.compile(r"\bfailing\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_script_tool": [
|
"write_script_tool": [
|
||||||
re.compile(r"\bscript\b", re.I),
|
re.compile(r"\bscript\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcli\b", re.I),
|
re.compile(r"\bcli\b", re.IGNORECASE),
|
||||||
re.compile(r"\btool\b", re.I),
|
re.compile(r"\btool\b", re.IGNORECASE),
|
||||||
re.compile(r"\bautomation\b", re.I),
|
re.compile(r"\bautomation\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"refactor_code": [
|
"refactor_code": [
|
||||||
re.compile(r"\brefactor\b", re.I),
|
re.compile(r"\brefactor\b", re.IGNORECASE),
|
||||||
re.compile(r"\bcleanup\b", re.I),
|
re.compile(r"\bcleanup\b", re.IGNORECASE),
|
||||||
re.compile(r"\breorgan", re.I),
|
re.compile(r"\breorgan", re.IGNORECASE),
|
||||||
re.compile(r"\bsimplif", re.I),
|
re.compile(r"\bsimplif", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"configure_system": [
|
"configure_system": [
|
||||||
re.compile(r"\bconfigure\b", re.I),
|
re.compile(r"\bconfigure\b", re.IGNORECASE),
|
||||||
re.compile(r"\bsetup\b", re.I),
|
re.compile(r"\bsetup\b", re.IGNORECASE),
|
||||||
re.compile(r"\binstall\b", re.I),
|
re.compile(r"\binstall\b", re.IGNORECASE),
|
||||||
re.compile(r"\bconfig\b", re.I),
|
re.compile(r"\bconfig\b", re.IGNORECASE),
|
||||||
re.compile(r"\benv\b", re.I),
|
re.compile(r"\benv\b", re.IGNORECASE),
|
||||||
re.compile(r"\bci\b", re.I),
|
re.compile(r"\bci\b", re.IGNORECASE),
|
||||||
re.compile(r"\bauth\b", re.I),
|
re.compile(r"\bauth\b", re.IGNORECASE),
|
||||||
re.compile(r"\blogin\b", re.I),
|
re.compile(r"\blogin\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"create_pr_commit": [
|
"create_pr_commit": [
|
||||||
re.compile(r"\bcommit\b", re.I),
|
re.compile(r"\bcommit\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpull request\b", re.I),
|
re.compile(r"\bpull request\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpr\b", re.I),
|
re.compile(r"\bpr\b", re.IGNORECASE),
|
||||||
re.compile(r"\bmerge\b", re.I),
|
re.compile(r"\bmerge\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbranch\b", re.I),
|
re.compile(r"\bbranch\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"analyze_data": [
|
"analyze_data": [
|
||||||
re.compile(r"\banaly[sz]e\b", re.I),
|
re.compile(r"\banaly[sz]e\b", re.IGNORECASE),
|
||||||
re.compile(r"\bmetrics\b", re.I),
|
re.compile(r"\bmetrics\b", re.IGNORECASE),
|
||||||
re.compile(r"\breport\b", re.I),
|
re.compile(r"\breport\b", re.IGNORECASE),
|
||||||
re.compile(r"\binsights?\b", re.I),
|
re.compile(r"\binsights?\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdata\b", re.I),
|
re.compile(r"\bdata\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"understand_codebase": [
|
"understand_codebase": [
|
||||||
re.compile(r"\bunderstand\b", re.I),
|
re.compile(r"\bunderstand\b", re.IGNORECASE),
|
||||||
re.compile(r"\bexplain\b", re.I),
|
re.compile(r"\bexplain\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwalk ?through\b", re.I),
|
re.compile(r"\bwalk ?through\b", re.IGNORECASE),
|
||||||
re.compile(r"\bhow does\b", re.I),
|
re.compile(r"\bhow does\b", re.IGNORECASE),
|
||||||
re.compile(r"\bwhere is\b", re.I),
|
re.compile(r"\bwhere is\b", re.IGNORECASE),
|
||||||
re.compile(r"\bfind\b", re.I),
|
re.compile(r"\bfind\b", re.IGNORECASE),
|
||||||
re.compile(r"\breview\b", re.I),
|
re.compile(r"\breview\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_tests": [
|
"write_tests": [
|
||||||
re.compile(r"\btests?\b", re.I),
|
re.compile(r"\btests?\b", re.IGNORECASE),
|
||||||
re.compile(r"\bpytest\b", re.I),
|
re.compile(r"\bpytest\b", re.IGNORECASE),
|
||||||
re.compile(r"\bunit test\b", re.I),
|
re.compile(r"\bunit test\b", re.IGNORECASE),
|
||||||
re.compile(r"\bintegration test\b", re.I),
|
re.compile(r"\bintegration test\b", re.IGNORECASE),
|
||||||
re.compile(r"\bbenchmark\b", re.I),
|
re.compile(r"\bbenchmark\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"write_docs": [
|
"write_docs": [
|
||||||
re.compile(r"\breadme\b", re.I),
|
re.compile(r"\breadme\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdocs?\b", re.I),
|
re.compile(r"\bdocs?\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdocument", re.I),
|
re.compile(r"\bdocument", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
"manage_email": [
|
"manage_email": [
|
||||||
re.compile(r"\bgmail\b", re.I),
|
re.compile(r"\bgmail\b", re.IGNORECASE),
|
||||||
re.compile(r"\bemail\b", re.I),
|
re.compile(r"\bemail\b", re.IGNORECASE),
|
||||||
re.compile(r"\binbox\b", re.I),
|
re.compile(r"\binbox\b", re.IGNORECASE),
|
||||||
re.compile(r"\bunsubscrib", re.I),
|
re.compile(r"\bunsubscrib", re.IGNORECASE),
|
||||||
re.compile(r"\bdeclutter\b", re.I),
|
re.compile(r"\bdeclutter\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdraft\b", re.I),
|
re.compile(r"\bdraft\b", re.IGNORECASE),
|
||||||
re.compile(r"\bdelete\b", re.I),
|
re.compile(r"\bdelete\b", re.IGNORECASE),
|
||||||
],
|
],
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|
@ -177,17 +176,17 @@ FRICTION_DESCRIPTIONS: dict[str, str] = {
|
||||||
|
|
||||||
GEMINI_GMAIL_PREFIX = "mcp_google-workspace_gmail."
|
GEMINI_GMAIL_PREFIX = "mcp_google-workspace_gmail."
|
||||||
WORKSPACE_BOUNDARY_RE = re.compile(
|
WORKSPACE_BOUNDARY_RE = re.compile(
|
||||||
r"workspace directories|project temp directory", re.I
|
r"workspace directories|project temp directory", re.IGNORECASE
|
||||||
)
|
)
|
||||||
HASH_DIR_RE = re.compile(r"^[0-9a-f]{64}$")
|
HASH_DIR_RE = re.compile(r"^[0-9a-f]{64}$")
|
||||||
EXIT_CODE_RE = re.compile(r"Exit Code:\s*(-?\d+)")
|
EXIT_CODE_RE = re.compile(r"Exit Code:\s*(-?\d+)")
|
||||||
TEST_COMMAND_RE = re.compile(
|
TEST_COMMAND_RE = re.compile(
|
||||||
r"\b(pytest|npm test|pnpm test|yarn test|cargo test|go test|vitest|jest|ruff|mypy|gradle test|mvn test)\b",
|
r"\b(pytest|npm test|pnpm test|yarn test|cargo test|go test|vitest|jest|ruff|mypy|gradle test|mvn test)\b",
|
||||||
re.I,
|
re.IGNORECASE,
|
||||||
)
|
)
|
||||||
GIT_COMMIT_RE = re.compile(r"(^|[;&|]\s*|\s)git\s+commit\b", re.I)
|
GIT_COMMIT_RE = re.compile(r"(^|[;&|]\s*|\s)git\s+commit\b", re.IGNORECASE)
|
||||||
GIT_PUSH_RE = re.compile(r"(^|[;&|]\s*|\s)git\s+push\b", re.I)
|
GIT_PUSH_RE = re.compile(r"(^|[;&|]\s*|\s)git\s+push\b", re.IGNORECASE)
|
||||||
GH_RE = re.compile(r"(^|[;&|]\s*|\s)gh\b", re.I)
|
GH_RE = re.compile(r"(^|[;&|]\s*|\s)gh\b", re.IGNORECASE)
|
||||||
|
|
||||||
|
|
||||||
@dataclass(frozen=True)
|
@dataclass(frozen=True)
|
||||||
|
|
|
||||||
|
|
@ -10,7 +10,6 @@ Usage:
|
||||||
|
|
||||||
from __future__ import annotations
|
from __future__ import annotations
|
||||||
|
|
||||||
import os
|
|
||||||
import subprocess
|
import subprocess
|
||||||
import sys
|
import sys
|
||||||
from pathlib import Path
|
from pathlib import Path
|
||||||
|
|
@ -39,7 +38,7 @@ def _write_version(pyproject_path: Path, new_version: str) -> None:
|
||||||
|
|
||||||
def _bump_patch(version: str) -> str:
|
def _bump_patch(version: str) -> str:
|
||||||
"""Bump the patch component: 0.1.0 -> 0.1.1, 0.1.1.dev0 -> 0.1.2."""
|
"""Bump the patch component: 0.1.0 -> 0.1.1, 0.1.1.dev0 -> 0.1.2."""
|
||||||
base = version.split(".dev")[0]
|
base = version.split(".dev", maxsplit=1)[0]
|
||||||
parts = base.split(".")
|
parts = base.split(".")
|
||||||
parts[-1] = str(int(parts[-1]) + 1)
|
parts[-1] = str(int(parts[-1]) + 1)
|
||||||
return ".".join(parts)
|
return ".".join(parts)
|
||||||
|
|
@ -62,7 +61,14 @@ def _changed_packages() -> list[str]:
|
||||||
for pkg in VERSIONED_PACKAGES:
|
for pkg in VERSIONED_PACKAGES:
|
||||||
pkg_path = f"packages/{pkg}/"
|
pkg_path = f"packages/{pkg}/"
|
||||||
result = subprocess.run(
|
result = subprocess.run(
|
||||||
["git", "diff", "--name-only", "origin/main..HEAD", "--", pkg_path],
|
[
|
||||||
|
"git",
|
||||||
|
"diff",
|
||||||
|
"--name-only",
|
||||||
|
"origin/main..HEAD",
|
||||||
|
"--",
|
||||||
|
pkg_path,
|
||||||
|
],
|
||||||
capture_output=True,
|
capture_output=True,
|
||||||
text=True,
|
text=True,
|
||||||
)
|
)
|
||||||
|
|
@ -154,9 +160,7 @@ def cmd_version_dev(package: str) -> None:
|
||||||
changelogs_dir.mkdir(exist_ok=True)
|
changelogs_dir.mkdir(exist_ok=True)
|
||||||
safe_branch = branch.replace("_", "-").replace("/", "-")
|
safe_branch = branch.replace("_", "-").replace("/", "-")
|
||||||
entry_path = changelogs_dir / f"{safe_branch}.md"
|
entry_path = changelogs_dir / f"{safe_branch}.md"
|
||||||
entry_path.write_text(
|
entry_path.write_text("### Enhancements\n\n### Features\n\n### Fixes\n")
|
||||||
"### Enhancements\n\n### Features\n\n### Fixes\n"
|
|
||||||
)
|
|
||||||
subprocess.run(["git", "add", str(entry_path)], check=True)
|
subprocess.run(["git", "add", str(entry_path)], check=True)
|
||||||
print(f"Created changelog entry: {entry_path.relative_to(REPO_ROOT)}")
|
print(f"Created changelog entry: {entry_path.relative_to(REPO_ROOT)}")
|
||||||
|
|
||||||
|
|
|
||||||
123
uv.lock
123
uv.lock
|
|
@ -21,6 +21,7 @@ members = [
|
||||||
"codeflash-python",
|
"codeflash-python",
|
||||||
"codeflash-service",
|
"codeflash-service",
|
||||||
"codeflash-workspace",
|
"codeflash-workspace",
|
||||||
|
"unstructured-report",
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
|
|
@ -126,6 +127,15 @@ wheels = [
|
||||||
{ url = "https://files.pythonhosted.org/packages/8e/0d/52d98722666d6fc6c3dd4c76df339501d6efd40e0ff95e6186a7b7f0befd/black-26.3.1-py3-none-any.whl", hash = "sha256:2bd5aa94fc267d38bb21a70d7410a89f1a1d318841855f698746f8e7f51acd1b", size = 207542, upload-time = "2026-03-12T03:36:01.668Z" },
|
{ url = "https://files.pythonhosted.org/packages/8e/0d/52d98722666d6fc6c3dd4c76df339501d6efd40e0ff95e6186a7b7f0befd/black-26.3.1-py3-none-any.whl", hash = "sha256:2bd5aa94fc267d38bb21a70d7410a89f1a1d318841855f698746f8e7f51acd1b", size = 207542, upload-time = "2026-03-12T03:36:01.668Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "blinker"
|
||||||
|
version = "1.9.0"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/21/28/9b3f50ce0e048515135495f198351908d99540d69bfdc8c1d15b73dc55ce/blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf", size = 22460, upload-time = "2024-11-08T17:25:47.436Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/10/cb/f2ad4230dc2eb1a74edf38f1a38b9b52277f75bef262d8908e60d957e13c/blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc", size = 8458, upload-time = "2024-11-08T17:25:46.184Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "cachetools"
|
name = "cachetools"
|
||||||
version = "7.0.5"
|
version = "7.0.5"
|
||||||
|
|
@ -751,6 +761,26 @@ nvtx = [
|
||||||
{ name = "nvidia-nvtx", marker = "sys_platform == 'linux'" },
|
{ name = "nvidia-nvtx", marker = "sys_platform == 'linux'" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "dash"
|
||||||
|
version = "4.1.0"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
dependencies = [
|
||||||
|
{ name = "flask" },
|
||||||
|
{ name = "importlib-metadata" },
|
||||||
|
{ name = "nest-asyncio" },
|
||||||
|
{ name = "plotly" },
|
||||||
|
{ name = "requests" },
|
||||||
|
{ name = "retrying" },
|
||||||
|
{ name = "setuptools" },
|
||||||
|
{ name = "typing-extensions" },
|
||||||
|
{ name = "werkzeug" },
|
||||||
|
]
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/44/da/a13ae3a6528bd51a6901461dbff4549c6009de203d6249a89b9a09ac5cfb/dash-4.1.0.tar.gz", hash = "sha256:17a92a87b0c1eacc025079a705e44e72cd4c5794629c0a2909942b611faeb595", size = 6927689, upload-time = "2026-03-23T20:39:47.578Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/2a/00/10b1f8b3885fc4add1853e9603af15c593fa0be20d37c158c4d811e868dc/dash-4.1.0-py3-none-any.whl", hash = "sha256:1af9f302bc14061061012cdb129b7e370d3604b12a7f730b252ad8e4966f01f7", size = 7232489, upload-time = "2026-03-23T20:39:40.658Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "dill"
|
name = "dill"
|
||||||
version = "0.4.1"
|
version = "0.4.1"
|
||||||
|
|
@ -794,6 +824,23 @@ wheels = [
|
||||||
{ url = "https://files.pythonhosted.org/packages/a4/a5/842ae8f0c08b61d6484b52f99a03510a3a72d23141942d216ebe81fefbce/filelock-3.25.2-py3-none-any.whl", hash = "sha256:ca8afb0da15f229774c9ad1b455ed96e85a81373065fb10446672f64444ddf70", size = 26759, upload-time = "2026-03-11T20:45:37.437Z" },
|
{ url = "https://files.pythonhosted.org/packages/a4/a5/842ae8f0c08b61d6484b52f99a03510a3a72d23141942d216ebe81fefbce/filelock-3.25.2-py3-none-any.whl", hash = "sha256:ca8afb0da15f229774c9ad1b455ed96e85a81373065fb10446672f64444ddf70", size = 26759, upload-time = "2026-03-11T20:45:37.437Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "flask"
|
||||||
|
version = "3.1.3"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
dependencies = [
|
||||||
|
{ name = "blinker" },
|
||||||
|
{ name = "click" },
|
||||||
|
{ name = "itsdangerous" },
|
||||||
|
{ name = "jinja2" },
|
||||||
|
{ name = "markupsafe" },
|
||||||
|
{ name = "werkzeug" },
|
||||||
|
]
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/26/00/35d85dcce6c57fdc871f3867d465d780f302a175ea360f62533f12b27e2b/flask-3.1.3.tar.gz", hash = "sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb", size = 759004, upload-time = "2026-02-19T05:00:57.678Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/7f/9c/34f6962f9b9e9c71f6e5ed806e0d0ff03c9d1b0b2340088a0cf4bce09b18/flask-3.1.3-py3-none-any.whl", hash = "sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c", size = 103424, upload-time = "2026-02-19T05:00:56.027Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "flatbuffers"
|
name = "flatbuffers"
|
||||||
version = "25.12.19"
|
version = "25.12.19"
|
||||||
|
|
@ -1048,6 +1095,15 @@ wheels = [
|
||||||
{ url = "https://files.pythonhosted.org/packages/3e/95/c7c34aa53c16353c56d0b802fba48d5f5caa2cdee7958acbcb795c830416/isort-8.0.1-py3-none-any.whl", hash = "sha256:28b89bc70f751b559aeca209e6120393d43fbe2490de0559662be7a9787e3d75", size = 89733, upload-time = "2026-02-28T10:08:19.466Z" },
|
{ url = "https://files.pythonhosted.org/packages/3e/95/c7c34aa53c16353c56d0b802fba48d5f5caa2cdee7958acbcb795c830416/isort-8.0.1-py3-none-any.whl", hash = "sha256:28b89bc70f751b559aeca209e6120393d43fbe2490de0559662be7a9787e3d75", size = 89733, upload-time = "2026-02-28T10:08:19.466Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "itsdangerous"
|
||||||
|
version = "2.2.0"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/9c/cb/8ac0172223afbccb63986cc25049b154ecfb5e85932587206f42317be31d/itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173", size = 54410, upload-time = "2024-04-16T21:28:15.614Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/04/96/92447566d16df59b2a776c0fb82dbc4d9e07cd95062562af01e408583fc4/itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef", size = 16234, upload-time = "2024-04-16T21:28:14.499Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "jax"
|
name = "jax"
|
||||||
version = "0.9.2"
|
version = "0.9.2"
|
||||||
|
|
@ -1648,6 +1704,24 @@ wheels = [
|
||||||
{ url = "https://files.pythonhosted.org/packages/b2/bc/465daf1de06409cdd4532082806770ee0d8d7df434da79c76564d0f69741/namex-0.1.0-py3-none-any.whl", hash = "sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c", size = 5905, upload-time = "2025-05-26T23:17:37.695Z" },
|
{ url = "https://files.pythonhosted.org/packages/b2/bc/465daf1de06409cdd4532082806770ee0d8d7df434da79c76564d0f69741/namex-0.1.0-py3-none-any.whl", hash = "sha256:e2012a474502f1e2251267062aae3114611f07df4224b6e06334c57b0f2ce87c", size = 5905, upload-time = "2025-05-26T23:17:37.695Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "narwhals"
|
||||||
|
version = "2.19.0"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/4e/1a/bd3317c0bdbcd9ffb710ddf5250b32898f8f2c240be99494fe137feb77a7/narwhals-2.19.0.tar.gz", hash = "sha256:14fd7040b5ff211d415a82e4827b9d04c354e213e72a6d0730205ffd72e3b7ff", size = 623698, upload-time = "2026-04-06T15:50:58.786Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/37/72/e61e3091e0e00fae9d3a8ef85ece9d2cd4b5966058e1f2901ce42679eebf/narwhals-2.19.0-py3-none-any.whl", hash = "sha256:1f8dfa4a33a6dbff878c3e9be4c3b455dfcaf2a9322f1357db00e4e92e95b84b", size = 446991, upload-time = "2026-04-06T15:50:57.046Z" },
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "nest-asyncio"
|
||||||
|
version = "1.6.0"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/83/f8/51569ac65d696c8ecbee95938f89d4abf00f47d58d48f6fbabfe8f0baefe/nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe", size = 7418, upload-time = "2024-01-21T14:25:19.227Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/a0/c4/c2971a3ba4c6103a3d10c4b0f24f461ddc027f0f09763220cf35ca1401b3/nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c", size = 5195, upload-time = "2024-01-21T14:25:17.223Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "networkx"
|
name = "networkx"
|
||||||
version = "3.6.1"
|
version = "3.6.1"
|
||||||
|
|
@ -2073,6 +2147,19 @@ wheels = [
|
||||||
{ url = "https://files.pythonhosted.org/packages/75/a6/a0a304dc33b49145b21f4808d763822111e67d1c3a32b524a1baf947b6e1/platformdirs-4.9.6-py3-none-any.whl", hash = "sha256:e61adb1d5e5cb3441b4b7710bea7e4c12250ca49439228cc1021c00dcfac0917", size = 21348, upload-time = "2026-04-09T00:04:09.463Z" },
|
{ url = "https://files.pythonhosted.org/packages/75/a6/a0a304dc33b49145b21f4808d763822111e67d1c3a32b524a1baf947b6e1/platformdirs-4.9.6-py3-none-any.whl", hash = "sha256:e61adb1d5e5cb3441b4b7710bea7e4c12250ca49439228cc1021c00dcfac0917", size = 21348, upload-time = "2026-04-09T00:04:09.463Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "plotly"
|
||||||
|
version = "6.7.0"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
dependencies = [
|
||||||
|
{ name = "narwhals" },
|
||||||
|
{ name = "packaging" },
|
||||||
|
]
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/3a/7f/0f100df1172aadf88a929a9dbb902656b0880ba4b960fe5224867159d8f4/plotly-6.7.0.tar.gz", hash = "sha256:45eea0ff27e2a23ccd62776f77eb43aa1ca03df4192b76036e380bb479b892c6", size = 6911286, upload-time = "2026-04-09T20:36:45.738Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/90/ad/cba91b3bcf04073e4d1655a5c1710ef3f457f56f7d1b79dcc3d72f4dd912/plotly-6.7.0-py3-none-any.whl", hash = "sha256:ac8aca1c25c663a59b5b9140a549264a5badde2e057d79b8c772ae2920e32ff0", size = 9898444, upload-time = "2026-04-09T20:36:39.812Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "pluggy"
|
name = "pluggy"
|
||||||
version = "1.6.0"
|
version = "1.6.0"
|
||||||
|
|
@ -2489,6 +2576,15 @@ wheels = [
|
||||||
{ url = "https://files.pythonhosted.org/packages/1d/4a/221da6ca167db45693d8d26c7dc79ccfc978a440251bf6721c9aaf251ac0/respx-0.23.1-py2.py3-none-any.whl", hash = "sha256:b18004b029935384bccfa6d7d9d74b4ec9af73a081cc28600fffc0447f4b8c1a", size = 25557, upload-time = "2026-04-08T14:37:14.613Z" },
|
{ url = "https://files.pythonhosted.org/packages/1d/4a/221da6ca167db45693d8d26c7dc79ccfc978a440251bf6721c9aaf251ac0/respx-0.23.1-py2.py3-none-any.whl", hash = "sha256:b18004b029935384bccfa6d7d9d74b4ec9af73a081cc28600fffc0447f4b8c1a", size = 25557, upload-time = "2026-04-08T14:37:14.613Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "retrying"
|
||||||
|
version = "1.4.2"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/c8/5a/b17e1e257d3e6f2e7758930e1256832c9ddd576f8631781e6a072914befa/retrying-1.4.2.tar.gz", hash = "sha256:d102e75d53d8d30b88562d45361d6c6c934da06fab31bd81c0420acb97a8ba39", size = 11411, upload-time = "2025-08-03T03:35:25.189Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/67/f3/6cd296376653270ac1b423bb30bd70942d9916b6978c6f40472d6ac038e7/retrying-1.4.2-py3-none-any.whl", hash = "sha256:bbc004aeb542a74f3569aeddf42a2516efefcdaff90df0eb38fbfbf19f179f59", size = 10859, upload-time = "2025-08-03T03:35:23.829Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "rich"
|
name = "rich"
|
||||||
version = "14.3.3"
|
version = "14.3.3"
|
||||||
|
|
@ -2892,6 +2988,21 @@ wheels = [
|
||||||
{ url = "https://files.pythonhosted.org/packages/61/73/d21edf5b204d1467e06500080a50f79d49ef2b997c79123a536d4a17d97c/uc_micro_py-2.0.0-py3-none-any.whl", hash = "sha256:3603a3859af53e5a39bc7677713c78ea6589ff188d70f4fee165db88e22b242c", size = 6383, upload-time = "2026-03-01T06:31:26.257Z" },
|
{ url = "https://files.pythonhosted.org/packages/61/73/d21edf5b204d1467e06500080a50f79d49ef2b997c79123a536d4a17d97c/uc_micro_py-2.0.0-py3-none-any.whl", hash = "sha256:3603a3859af53e5a39bc7677713c78ea6589ff188d70f4fee165db88e22b242c", size = 6383, upload-time = "2026-03-01T06:31:26.257Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "unstructured-report"
|
||||||
|
version = "0.1.0"
|
||||||
|
source = { virtual = "reports/unstructured" }
|
||||||
|
dependencies = [
|
||||||
|
{ name = "dash" },
|
||||||
|
{ name = "plotly" },
|
||||||
|
]
|
||||||
|
|
||||||
|
[package.metadata]
|
||||||
|
requires-dist = [
|
||||||
|
{ name = "dash", specifier = ">=4.1" },
|
||||||
|
{ name = "plotly", specifier = ">=6.7" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "urllib3"
|
name = "urllib3"
|
||||||
version = "2.6.3"
|
version = "2.6.3"
|
||||||
|
|
@ -3081,6 +3192,18 @@ wheels = [
|
||||||
{ url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
|
{ url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "werkzeug"
|
||||||
|
version = "3.1.8"
|
||||||
|
source = { registry = "https://pypi.org/simple" }
|
||||||
|
dependencies = [
|
||||||
|
{ name = "markupsafe" },
|
||||||
|
]
|
||||||
|
sdist = { url = "https://files.pythonhosted.org/packages/dd/b2/381be8cfdee792dd117872481b6e378f85c957dd7c5bca38897b08f765fd/werkzeug-3.1.8.tar.gz", hash = "sha256:9bad61a4268dac112f1c5cd4630a56ede601b6ed420300677a869083d70a4c44", size = 875852, upload-time = "2026-04-02T18:49:14.268Z" }
|
||||||
|
wheels = [
|
||||||
|
{ url = "https://files.pythonhosted.org/packages/93/8c/2e650f2afeb7ee576912636c23ddb621c91ac6a98e66dc8d29c3c69446e1/werkzeug-3.1.8-py3-none-any.whl", hash = "sha256:63a77fb8892bf28ebc3178683445222aa500e48ebad5ec77b0ad80f8726b1f50", size = 226459, upload-time = "2026-04-02T18:49:12.72Z" },
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "wheel"
|
name = "wheel"
|
||||||
version = "0.46.3"
|
version = "0.46.3"
|
||||||
|
|
|
||||||
Loading…
Reference in a new issue