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chore(docs): document ScoreExtractor tiling and refactor debug scripts (#563)

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authentik Default Admin
2026-03-29 17:57:40 +09:00
parent 39b55f2e9f
commit ac0c098259
698 changed files with 141180 additions and 195 deletions
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251
.agent/skills/browser_use/browser_use/mcp/manifest.json Normal file
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{
"$schema": "https://github.com/anthropics/dxt/blob/main/dist/dxt-manifest.schema.json",
"dxt_version": "0.1",
"name": "browser-use",
"display_name": "Browser-Use AI Browser Automation",
"version": "0.5.0",
"description": "AI-powered browser automation that lets Claude control web browsers to complete tasks autonomously",
"long_description": "Browser-Use is a powerful extension that enables Claude to control real web browsers through an AI agent. It can navigate websites, fill forms, extract data, and perform complex multi-step tasks autonomously. Perfect for web scraping, testing, research, and automation workflows.\n\n### Key Features:\n- **Autonomous AI Agent**: High-level task execution with minimal supervision\n- **Direct Browser Control**: Navigate, click, type, and interact with any website\n- **Content Extraction**: Smart extraction of structured data from web pages\n- **Tab Management**: Handle multiple tabs and complex workflows\n- **Vision Capabilities**: Use screenshots for visual understanding\n- **Security Features**: Domain restrictions and sandboxed execution\n\n### Use Cases:\n- Web scraping and data extraction\n- Automated testing and QA\n- Research and information gathering\n- Form filling and submissions\n- Multi-step workflow automation",
"icon": "icon.png",
"homepage": "https://browser-use.com",
"documentation": "https://docs.browser-use.com",
"repository": {
"type": "git",
"url": "https://github.com/browser-use/browser-use"
},
"support": "https://github.com/browser-use/browser-use/issues",
"author": {
"name": "Browser-Use Team",
"email": "support@browser-use.com",
"url": "https://browser-use.com"
},
"server": {
"type": "python",
"entry_point": "python",
"mcp_config": {
"command": "uvx",
"args": ["browser-use", "--mcp"],
"env": {
"OPENAI_API_KEY": "${user_config.openai_api_key}",
"ANTHROPIC_API_KEY": "${user_config.anthropic_api_key}",
"BROWSER_USE_HEADLESS": "${user_config.headless}",
"BROWSER_USE_ALLOWED_DOMAINS": "${user_config.allowed_domains}",
"BROWSER_USE_LLM_MODEL": "${user_config.llm_model}"
}
}
},
"tools": [
{
"name": "retry_with_browser_use_agent",
"description": "Execute a high-level task using the AI browser agent. Best for complex multi-step workflows"
},
{
"name": "browser_navigate",
"description": "Navigate to a URL in the current tab or open a new tab. Example: Navigate to https://example.com"
},
{
"name": "browser_click",
"description": "Click on an element by its index from browser_get_state. Supports opening links in new tabs"
},
{
"name": "browser_type",
"description": "Type text into an input field identified by its index. Use after browser_get_state to find inputs"
},
{
"name": "browser_get_state",
"description": "Get the current page state including all interactive elements with their indices. Essential for interaction"
},
{
"name": "browser_extract_content",
"description": "Extract structured content from the page using AI. Perfect for scraping specific information"
},
{
"name": "browser_scroll",
"description": "Scroll the page up or down by one viewport height"
},
{
"name": "browser_go_back",
"description": "Navigate back to the previous page in browser history"
},
{
"name": "browser_list_tabs",
"description": "List all open browser tabs with their URLs and titles"
},
{
"name": "browser_switch_tab",
"description": "Switch to a different tab by its index"
},
{
"name": "browser_close_tab",
"description": "Close a specific tab by its index"
}
],
"prompts": [
{
"name": "scrape_data",
"description": "Extract structured data from a website",
"text": "Use browser_navigate to go to {url}, then use browser_extract_content to extract {data_type}. If the page requires interaction, use browser_get_state to find elements and browser_click/browser_type as needed."
},
{
"name": "fill_form",
"description": "Fill out and submit a web form",
"text": "Navigate to {url}, use browser_get_state to identify form fields, then use browser_type to fill in: {field_data}. Finally, click the submit button."
},
{
"name": "multi_step_task",
"description": "Execute a complex multi-step task",
"text": "Use retry_with_browser_use_agent with task: '{task_description}'. Set max_steps based on complexity and use_vision=true for better understanding."
},
{
"name": "research_topic",
"description": "Research a topic across multiple websites",
"text": "Open multiple tabs using browser_navigate with new_tab=true for sites: {sites}. Use browser_extract_content on each to gather information about {topic}. Switch between tabs with browser_switch_tab."
}
],
"keywords": ["browser", "automation", "web-scraping", "testing", "ai-agent", "playwright", "selenium-alternative", "rpa", "web-automation", "mcp", "browser-use"],
"license": "MIT",
"user_config": {
"workspace_directory": {
"type": "directory",
"title": "Workspace Directory",
"description": "Directory to use as workspace for downloads and file operations",
"default": "${HOME}/.config/browseruse/workspace",
"required": false
},
"headless": {
"type": "boolean",
"title": "Headless Mode",
"description": "Run browser without GUI (faster but no visual feedback). Set to false to see the browser in action",
"default": false,
"required": false
},
"stealth": {
"type": "boolean",
"title": "Stealth Mode",
"description": "Use stealth mode to avoid detection by anti-bot systems",
"default": false,
"required": false
},
"user_data_dir": {
"type": "directory",
"title": "User Data Directory",
"description": "Chrome profile directory for persistent sessions (cookies, localStorage, etc)",
"default": "${HOME}/.config/browseruse/profiles/default",
"required": false
},
"openai_api_key": {
"type": "string",
"title": "OpenAI API Key",
"description": "API key for OpenAI models (used by browser agent for content extraction). Get one at https://platform.openai.com",
"default": "",
"required": false,
"sensitive": true
},
"anthropic_api_key": {
"type": "string",
"title": "Anthropic API Key",
"description": "API key for Anthropic Claude models (alternative to OpenAI). Get one at https://console.anthropic.com",
"default": "",
"required": false,
"sensitive": true
},
"llm_model": {
"type": "string",
"title": "LLM Model",
"description": "Which AI model to use for browser agent tasks",
"enum": ["gpt-4o", "gpt-4o-mini", "claude-3-opus-20240229", "claude-3-sonnet-20240229"],
"default": "gpt-4o-mini",
"required": false
},
"llm_endpoint": {
"type": "string",
"title": "LLM API Endpoint",
"description": "Custom API endpoint for LLM (e.g., for Azure OpenAI or self-hosted models)",
"default": "",
"required": false
},
"use_vision": {
"type": "boolean",
"title": "Use Vision",
"description": "Enable vision capabilities for the agent to understand page content via screenshots",
"default": true,
"required": false
},
"disable_security": {
"type": "boolean",
"title": "Disable Security",
"description": "Disable browser security features (CORS, CSP, etc). Use with caution",
"default": false,
"required": false
},
"deterministic_rendering": {
"type": "boolean",
"title": "Deterministic Rendering",
"description": "Force deterministic rendering for consistent screenshots. May break some sites",
"default": false,
"required": false
},
"viewport_expansion": {
"type": "number",
"title": "Viewport Expansion",
"description": "Extra pixels to expand viewport for better LLM context understanding",
"default": 500,
"minimum": 0,
"maximum": 2000,
"required": false
},
"allowed_domains": {
"type": "string",
"title": "Allowed Domains",
"description": "Comma-separated list of domains the browser can access (e.g., 'example.com,*.google.com'). Leave empty for no restrictions",
"default": "",
"required": false
},
"sensitive_data_masking": {
"type": "boolean",
"title": "Sensitive Data Masking",
"description": "Mask sensitive data (passwords, credit cards) in screenshots and logs",
"default": true,
"required": false
},
"browser_type": {
"type": "string",
"title": "Browser Type",
"description": "Which browser engine to use",
"enum": ["chromium", "firefox", "webkit"],
"default": "chromium",
"required": false
},
"default_timeout": {
"type": "number",
"title": "Default Timeout (ms)",
"description": "Default timeout for browser operations in milliseconds",
"default": 30000,
"minimum": 1000,
"maximum": 300000,
"required": false
},
"wait_between_actions": {
"type": "number",
"title": "Wait Between Actions (seconds)",
"description": "Time to wait between browser actions for stability",
"default": 0.5,
"minimum": 0,
"maximum": 10,
"required": false
},
"max_steps": {
"type": "number",
"title": "Max Agent Steps",
"description": "Maximum number of steps the agent can take in a single task",
"default": 100,
"minimum": 1,
"maximum": 1000,
"required": false
}
},
"compatibility": {
"claude_desktop": ">=0.10.0",
"platforms": ["darwin", "win32", "linux"]
}
}

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.agent/skills/browser_use/browser_use/skill_cli/requirements-cli.txt Normal file
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# Minimal dependencies for the browser-use CLI.
# Used by install_lite.sh — update this file if the CLI's import chain changes.
aiohttp==3.13.3
bubus==1.5.6
cdp-use==1.4.5
httpx==0.28.1
psutil==7.2.2
pydantic==2.12.5
pydantic-settings==2.12.0
python-dotenv==1.2.1
typing-extensions==4.15.0
uuid7==0.1.0

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.agent/skills/browser_use/tests/mind2web_data/processed.json Normal file
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.agent/skills/mini-swe/docs/usage/coding_challenge_output.log Normal file
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2024-07-12 17:57:39,876 INFO 📙 Arguments: actions:
apply_patch_locally: false
open_pr: false
push_gh_repo_url: ''
skip_if_commits_reference_issue: true
agent:
config:
_commands:
- arguments:
line_number:
description: the line number to move the window to (if not provided, the
window will start at the top of the file)
required: false
type: integer
path:
description: the path to the file to open
required: true
type: string
code: 'open() { if [ -z "$1" ] then echo "Usage: open <file>" return fi #
Check if the second argument is provided if [ -n "$2" ]; then #
Check if the provided argument is a valid number if ! [[ $2 =~ ^[0-9]+$
]]; then echo "Usage: open <file> [<line_number>]" echo
"Error: <line_number> must be a number" return # Exit if the line
number is not valid fi local max_line=$(awk ''END {print NR}''
$1) if [ $2 -gt $max_line ]; then echo "Warning: <line_number>
($2) is greater than the number of lines in the file ($max_line)" echo
"Warning: Setting <line_number> to $max_line" local line_number=$(jq
-n "$max_line") # Set line number to max if greater than max elif
[ $2 -lt 1 ]; then echo "Warning: <line_number> ($2) is less than
1" echo "Warning: Setting <line_number> to 1" local
line_number=$(jq -n "1") # Set line number to 1 if less than 1 else local
OFFSET=$(jq -n "$WINDOW/6" | jq ''floor'') local line_number=$(jq
-n "[$2 + $WINDOW/2 - $OFFSET, 1] | max | floor") fi else local
line_number=$(jq -n "$WINDOW/2") # Set default line number if not provided fi if
[ -f "$1" ]; then export CURRENT_FILE=$(realpath $1) export
CURRENT_LINE=$line_number _constrain_line _print elif [ -d
"$1" ]; then echo "Error: $1 is a directory. You can only open files.
Use cd or ls to navigate directories." else echo "File $1 not found" fi}'
docstring: opens the file at the given path in the editor. If line_number is
provided, the window will be move to include that line
end_name: null
name: open
signature: open <path> [<line_number>]
- arguments:
line_number:
description: the line number to move the window to
required: true
type: integer
code: 'goto() { if [ $# -gt 1 ]; then echo "goto allows only one line
number at a time." return fi if [ -z "$CURRENT_FILE" ] then echo
"No file open. Use the open command first." return fi if [ -z
"$1" ] then echo "Usage: goto <line>" return fi if
! [[ $1 =~ ^[0-9]+$ ]] then echo "Usage: goto <line>" echo
"Error: <line> must be a number" return fi local max_line=$(awk
''END {print NR}'' $CURRENT_FILE) if [ $1 -gt $max_line ] then echo
"Error: <line> must be less than or equal to $max_line" return fi local
OFFSET=$(jq -n "$WINDOW/6" | jq ''floor'') export CURRENT_LINE=$(jq -n
"[$1 + $WINDOW/2 - $OFFSET, 1] | max | floor") _constrain_line _print}'
docstring: moves the window to show <line_number>
end_name: null
name: goto
signature: goto <line_number>
- arguments: null
code: scroll_down() { if [ -z "$CURRENT_FILE" ] then echo "No file
open. Use the open command first." return fi export CURRENT_LINE=$(jq
-n "$CURRENT_LINE + $WINDOW - $OVERLAP") _constrain_line _print _scroll_warning_message}
docstring: moves the window down {WINDOW} lines
end_name: null
name: scroll_down
signature: scroll_down
- arguments: null
code: scroll_up() { if [ -z "$CURRENT_FILE" ] then echo "No file
open. Use the open command first." return fi export CURRENT_LINE=$(jq
-n "$CURRENT_LINE - $WINDOW + $OVERLAP") _constrain_line _print _scroll_warning_message}
docstring: moves the window down {WINDOW} lines
end_name: null
name: scroll_up
signature: scroll_up
- arguments:
filename:
description: the name of the file to create
required: true
type: string
code: "create() { if [ -z \"$1\" ]; then echo \"Usage: create <filename>\"\
\ return fi # Check if the file already exists if [ -e \"\
$1\" ]; then echo \"Error: File '$1' already exists.\"\t\topen \"$1\"\
\ return fi # Create the file an empty new line printf \"\\\
n\" > \"$1\" # Use the existing open command to open the created file \
\ open \"$1\"}"
docstring: creates and opens a new file with the given name
end_name: null
name: create
signature: create <filename>
- arguments: null
code: 'submit() { cd $ROOT # Check if the patch file exists and is non-empty if
[ -s "/root/test.patch" ]; then # Apply the patch in reverse git
apply -R < "/root/test.patch" fi git add -A git diff --cached > model.patch echo
"<<SUBMISSION||" cat model.patch echo "||SUBMISSION>>"}'
docstring: submits your current code and terminates the session
end_name: null
name: submit
signature: submit
- arguments:
dir:
description: the directory to search in (if not provided, searches in the
current directory)
required: false
type: string
search_term:
description: the term to search for
required: true
type: string
code: 'search_dir() { if [ $# -eq 1 ]; then local search_term="$1" local
dir="./" elif [ $# -eq 2 ]; then local search_term="$1" if
[ -d "$2" ]; then local dir="$2" else echo "Directory
$2 not found" return fi else echo "Usage: search_dir
<search_term> [<dir>]" return fi dir=$(realpath "$dir") local
matches=$(find "$dir" -type f ! -path ''*/.*'' -exec grep -nIH -- "$search_term"
{} + | cut -d: -f1 | sort | uniq -c) # if no matches, return if [ -z
"$matches" ]; then echo "No matches found for \"$search_term\" in $dir" return fi #
Calculate total number of matches local num_matches=$(echo "$matches" |
awk ''{sum+=$1} END {print sum}'') # calculate total number of files matched local
num_files=$(echo "$matches" | wc -l | awk ''{$1=$1; print $0}'') # if num_files
is > 100, print an error if [ $num_files -gt 100 ]; then echo "More
than $num_files files matched for \"$search_term\" in $dir. Please narrow
your search." return fi echo "Found $num_matches matches for
\"$search_term\" in $dir:" echo "$matches" | awk ''{$2=$2; gsub(/^\.+\/+/,
"./", $2); print $2 " ("$1" matches)"}'' echo "End of matches for \"$search_term\"
in $dir"}'
docstring: searches for search_term in all files in dir. If dir is not provided,
searches in the current directory
end_name: null
name: search_dir
signature: search_dir <search_term> [<dir>]
- arguments:
file:
description: the file to search in (if not provided, searches in the current
open file)
required: false
type: string
search_term:
description: the term to search for
required: true
type: string
code: 'search_file() { # Check if the first argument is provided if [
-z "$1" ]; then echo "Usage: search_file <search_term> [<file>]" return fi #
Check if the second argument is provided if [ -n "$2" ]; then #
Check if the provided argument is a valid file if [ -f "$2" ]; then local
file="$2" # Set file if valid else echo "Usage: search_file
<search_term> [<file>]" echo "Error: File name $2 not found. Please
provide a valid file name." return # Exit if the file is not valid fi else #
Check if a file is open if [ -z "$CURRENT_FILE" ]; then echo
"No file open. Use the open command first." return # Exit if no
file is open fi local file="$CURRENT_FILE" # Set file to the
current open file fi local search_term="$1" file=$(realpath "$file") #
Use grep to directly get the desired formatted output local matches=$(grep
-nH -- "$search_term" "$file") # Check if no matches were found if [
-z "$matches" ]; then echo "No matches found for \"$search_term\" in
$file" return fi # Calculate total number of matches local
num_matches=$(echo "$matches" | wc -l | awk ''{$1=$1; print $0}'') # calculate
total number of lines matched local num_lines=$(echo "$matches" | cut -d:
-f1 | sort | uniq | wc -l | awk ''{$1=$1; print $0}'') # if num_lines is
> 100, print an error if [ $num_lines -gt 100 ]; then echo "More
than $num_lines lines matched for \"$search_term\" in $file. Please narrow
your search." return fi # Print the total number of matches and
the matches themselves echo "Found $num_matches matches for \"$search_term\"
in $file:" echo "$matches" | cut -d: -f1-2 | sort -u -t: -k2,2n | while
IFS=: read -r filename line_number; do echo "Line $line_number:$(sed
-n "${line_number}p" "$file")" done echo "End of matches for \"$search_term\"
in $file"}'
docstring: searches for search_term in file. If file is not provided, searches
in the current open file
end_name: null
name: search_file
signature: search_file <search_term> [<file>]
- arguments:
dir:
description: the directory to search in (if not provided, searches in the
current directory)
required: false
type: string
file_name:
description: the name of the file to search for
required: true
type: string
code: 'find_file() { if [ $# -eq 1 ]; then local file_name="$1" local
dir="./" elif [ $# -eq 2 ]; then local file_name="$1" if
[ -d "$2" ]; then local dir="$2" else echo "Directory
$2 not found" return fi else echo "Usage: find_file
<file_name> [<dir>]" return fi dir=$(realpath "$dir") local
matches=$(find "$dir" -type f -name "$file_name") # if no matches, return if
[ -z "$matches" ]; then echo "No matches found for \"$file_name\" in
$dir" return fi # Calculate total number of matches local
num_matches=$(echo "$matches" | wc -l | awk ''{$1=$1; print $0}'') echo
"Found $num_matches matches for \"$file_name\" in $dir:" echo "$matches"
| awk ''{print $0}''}'
docstring: finds all files with the given name in dir. If dir is not provided,
searches in the current directory
end_name: null
name: find_file
signature: find_file <file_name> [<dir>]
- arguments:
end_line:
description: the line number to end the edit at (inclusive)
required: true
type: integer
replacement_text:
description: the text to replace the current selection with
required: true
type: string
start_line:
description: the line number to start the edit at
required: true
type: integer
code: 'edit() { if [ -z "$CURRENT_FILE" ] then echo ''No file open.
Use the `open` command first.'' return fi local start_line="$(echo
$1: | cut -d: -f1)" local end_line="$(echo $1: | cut -d: -f2)" if [
-z "$start_line" ] || [ -z "$end_line" ] then echo "Usage: edit
<start_line>:<end_line>" return fi local re=''^[0-9]+$'' if
! [[ $start_line =~ $re ]]; then echo "Usage: edit <start_line>:<end_line>" echo
"Error: start_line must be a number" return fi if ! [[ $end_line
=~ $re ]]; then echo "Usage: edit <start_line>:<end_line>" echo
"Error: end_line must be a number" return fi local linter_cmd="flake8
--isolated --select=F821,F822,F831,E111,E112,E113,E999,E902" local linter_before_edit=$($linter_cmd
"$CURRENT_FILE" 2>&1) # Bash array starts at 0, so let''s adjust local
start_line=$((start_line - 1)) local end_line=$((end_line)) local line_count=0 local
replacement=() while IFS= read -r line do replacement+=("$line") ((line_count++)) done #
Create a backup of the current file cp "$CURRENT_FILE" "/root/$(basename
"$CURRENT_FILE")_backup" # Read the file line by line into an array mapfile
-t lines < "$CURRENT_FILE" local new_lines=("${lines[@]:0:$start_line}"
"${replacement[@]}" "${lines[@]:$((end_line))}") # Write the new stuff
directly back into the original file printf "%s\n" "${new_lines[@]}" >|
"$CURRENT_FILE" # Run linter if [[ $CURRENT_FILE == *.py ]]; then _lint_output=$($linter_cmd
"$CURRENT_FILE" 2>&1) lint_output=$(_split_string "$_lint_output" "$linter_before_edit"
"$((start_line+1))" "$end_line" "$line_count") else # do nothing lint_output="" fi #
if there is no output, then the file is good if [ -z "$lint_output" ];
then export CURRENT_LINE=$start_line _constrain_line _print echo
"File updated. Please review the changes and make sure they are correct (correct
indentation, no duplicate lines, etc). Edit the file again if necessary." else echo
"Your proposed edit has introduced new syntax error(s). Please read this error
message carefully and then retry editing the file." echo "" echo
"ERRORS:" echo "$lint_output" echo "" # Save original
values original_current_line=$CURRENT_LINE original_window=$WINDOW #
Update values export CURRENT_LINE=$(( (line_count / 2) + start_line
)) # Set to "center" of edit export WINDOW=$((line_count + 10)) # Show
+/- 5 lines around edit echo "This is how your edit would have looked
if applied" echo "-------------------------------------------------" _constrain_line _print echo
"-------------------------------------------------" echo "" #
Restoring CURRENT_FILE to original contents. cp "/root/$(basename "$CURRENT_FILE")_backup"
"$CURRENT_FILE" export CURRENT_LINE=$(( ((end_line - start_line + 1)
/ 2) + start_line )) export WINDOW=$((end_line - start_line + 10)) echo
"This is the original code before your edit" echo "-------------------------------------------------" _constrain_line _print echo
"-------------------------------------------------" # Restore original
values export CURRENT_LINE=$original_current_line export WINDOW=$original_window echo
"Your changes have NOT been applied. Please fix your edit command and try
again." echo "You either need to 1) Specify the correct start/end line
arguments or 2) Correct your edit code." echo "DO NOT re-run the same
failed edit command. Running it again will lead to the same error." fi #
Remove backup file rm -f "/root/$(basename "$CURRENT_FILE")_backup"}'
docstring: replaces lines <start_line> through <end_line> (inclusive) with the
given text in the open file. The replacement text is terminated by a line
with only end_of_edit on it. All of the <replacement text> will be entered,
so make sure your indentation is formatted properly. Python files will be
checked for syntax errors after the edit. If the system detects a syntax error,
the edit will not be executed. Simply try to edit the file again, but make
sure to read the error message and modify the edit command you issue accordingly.
Issuing the same command a second time will just lead to the same error message
again.
end_name: end_of_edit
name: edit
signature: |-
edit <start_line>:<end_line>
<replacement_text>
end_of_edit
_subroutines: {}
blocklist:
- vim
- vi
- emacs
- nano
- nohup
- git
blocklist_error_template: Interactive operation '{name}' is not supported by this
environment
blocklist_standalone:
- python
- python3
- ipython
- bash
- sh
- exit
- /bin/bash
- /bin/sh
- nohup
- vi
- vim
- emacs
- nano
command_docs: |+
open:
docstring: opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line
signature: open <path> [<line_number>]
arguments:
- path (string) [required]: the path to the file to open
- line_number (integer) [optional]: the line number to move the window to (if not provided, the window will start at the top of the file)
goto:
docstring: moves the window to show <line_number>
signature: goto <line_number>
arguments:
- line_number (integer) [required]: the line number to move the window to
scroll_down:
docstring: moves the window down 100 lines
signature: scroll_down
scroll_up:
docstring: moves the window down 100 lines
signature: scroll_up
create:
docstring: creates and opens a new file with the given name
signature: create <filename>
arguments:
- filename (string) [required]: the name of the file to create
submit:
docstring: submits your current code and terminates the session
signature: submit
search_dir:
docstring: searches for search_term in all files in dir. If dir is not provided, searches in the current directory
signature: search_dir <search_term> [<dir>]
arguments:
- search_term (string) [required]: the term to search for
- dir (string) [optional]: the directory to search in (if not provided, searches in the current directory)
search_file:
docstring: searches for search_term in file. If file is not provided, searches in the current open file
signature: search_file <search_term> [<file>]
arguments:
- search_term (string) [required]: the term to search for
- file (string) [optional]: the file to search in (if not provided, searches in the current open file)
find_file:
docstring: finds all files with the given name in dir. If dir is not provided, searches in the current directory
signature: find_file <file_name> [<dir>]
arguments:
- file_name (string) [required]: the name of the file to search for
- dir (string) [optional]: the directory to search in (if not provided, searches in the current directory)
edit:
docstring: replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again.
signature: edit <start_line>:<end_line>
<replacement_text>
end_of_edit
arguments:
- start_line (integer) [required]: the line number to start the edit at
- end_line (integer) [required]: the line number to end the edit at (inclusive)
- replacement_text (string) [required]: the text to replace the current selection with
command_files:
- /Users/fuchur/Documents/24/git_sync/SWE-agent/config/commands/defaults.sh
- /Users/fuchur/Documents/24/git_sync/SWE-agent/config/commands/search.sh
- /Users/fuchur/Documents/24/git_sync/SWE-agent/config/commands/edit_linting.sh
- /Users/fuchur/Documents/24/git_sync/SWE-agent/config/commands/_split_string.py
demonstration_template: |
Here is a demonstration of how to correctly accomplish this task.
It is included to show you how to correctly use the interface.
You do not need to follow exactly what is done in the demonstration.
--- DEMONSTRATION ---
{demonstration}
--- END OF DEMONSTRATION ---
demonstrations:
- /Users/fuchur/Documents/24/git_sync/SWE-agent/trajectories/demonstrations/human_thought__swe-bench-HumanEvalFix-python__lcb__t-0.00__p-0.95__c-4.00__install-0/humanevalfix-python-0.traj
env_variables:
CURRENT_FILE: ''
CURRENT_LINE: '0'
OVERLAP: '2'
SEARCH_FILES: ()
SEARCH_INDEX: '0'
SEARCH_RESULTS: ()
WINDOW: '100'
format_error_template: |
Your output was not formatted correctly. You must always include one discussion and one command as part of your response. Make sure you do not have multiple discussion/command tags.
Please make sure your output precisely matches the following format:
DISCUSSION
Discuss here with yourself about what your planning and what you're going to do in this step.
```
command(s) that you're going to run
```
history_processor: {}
history_processor_args: {}
instance_template: |-
We're currently attempting to solve the following problem:
ISSUE:
{issue}
INSTRUCTIONS:
Now, you're going to solve this issue on your own. Your terminal session has started and you're in the repository's root directory. You can use any bash commands or the special interface to help you. Edit all the files you need to and run any checks or tests that you want.
Remember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.
When you're satisfied with all of the changes you've made, you can submit your changes to the code base by simply running the submit command.
Note however that you cannot use any interactive session commands (e.g. python, vim) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.
NOTE ABOUT THE EDIT COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!
IMPORTANT TIPS:
1. Write your solution in main.py. Always test your code thoroughly before submitting, and if any of the tests fail, try to fix the code before continuing.
2. If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it!
3. If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, don't just use the scroll_down command multiple times. Instead, use the goto 583 command. It's much quicker.
4. Always make sure to look at the currently open file and the current working directory (which appears right after the currently open file). The currently open file might be in a different directory than the working directory! Note that some commands, such as 'create', open files, so they might change the current open file.
5. When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.
(Open file: {open_file})
(Current directory: {working_dir})
bash-$
next_step_no_output_template: |-
Your command ran successfully and did not produce any output.
(Open file: {open_file})
(Current directory: {working_dir})
bash-$
next_step_template: |-
{observation}
(Open file: {open_file})
(Current directory: {working_dir})
bash-$
parse_command: {}
parse_function: {}
put_demos_in_history: false
state_command:
arguments: null
code: |
state() {
local working_dir="$PWD";
if [ -z $CURRENT_FILE ]; then
echo '{"open_file": "n/a", "working_dir": "'$working_dir'"}';
else
echo '{"open_file": "'$(realpath $CURRENT_FILE)'", "working_dir": "'$working_dir'"}';
fi
};
docstring: null
end_name: null
name: state
signature: null
strategy_template: null
submit_command: submit
subroutine_types: []
system_template: |-
SETTING: You are an autonomous programmer, and you're working directly in the command line with a special interface.
The special interface consists of a file editor that shows you {WINDOW} lines of a file at a time.
In addition to typical bash commands, you can also use the following commands to help you navigate and edit files.
COMMANDS:
{command_docs}
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION.
If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
RESPONSE FORMAT:
Your shell prompt is formatted as follows:
(Open file: <path>) <cwd> $
You need to format your output using two fields; discussion and command.
Your output should always include _one_ discussion and _one_ command field EXACTLY as in the following example:
DISCUSSION
First I'll start by using ls to see what files are in the current directory. Then maybe we can look at some relevant files to see what they look like.
```
ls -a
```
You should only include a *SINGLE* command in the command section and then wait for a response from the shell before continuing with more discussion and commands. Everything you include in the DISCUSSION section will be saved for future reference.
If you'd like to issue two commands at once, PLEASE DO NOT DO THAT! Please instead first submit just the first command, and then after receiving a response you'll be able to issue the second command.
You're free to use any other bash commands you want (e.g. find, grep, cat, ls, cd) in addition to the special commands listed above.
However, the environment does NOT support interactive session commands (e.g. python, vim), so please do not invoke them.
util_functions:
- arguments: null
code: '_print() { local total_lines=$(awk ''END {print NR}'' $CURRENT_FILE) echo
"[File: $(realpath $CURRENT_FILE) ($total_lines lines total)]" lines_above=$(jq
-n "$CURRENT_LINE - $WINDOW/2" | jq ''[0, .] | max | floor'') lines_below=$(jq
-n "$total_lines - $CURRENT_LINE - $WINDOW/2" | jq ''[0, .] | max | round'') if
[ $lines_above -gt 0 ]; then echo "($lines_above more lines above)" fi cat
$CURRENT_FILE | grep -n $ | head -n $(jq -n "[$CURRENT_LINE + $WINDOW/2, $WINDOW/2]
| max | floor") | tail -n $(jq -n "$WINDOW") if [ $lines_below -gt 0 ];
then echo "($lines_below more lines below)" fi}'
docstring: null
end_name: null
name: _print
signature: _print
- arguments: null
code: _constrain_line() { if [ -z "$CURRENT_FILE" ] then echo "No
file open. Use the open command first." return fi local max_line=$(awk
'END {print NR}' $CURRENT_FILE) local half_window=$(jq -n "$WINDOW/2" |
jq 'floor') export CURRENT_LINE=$(jq -n "[$CURRENT_LINE, $max_line - $half_window]
| min") export CURRENT_LINE=$(jq -n "[$CURRENT_LINE, $half_window] | max")}
docstring: null
end_name: null
name: _constrain_line
signature: _constrain_line
- arguments: null
code: '_scroll_warning_message() { # Warn the agent if we scroll too many
times # Message will be shown if scroll is called more than WARN_AFTER_SCROLLING_TIMES
(default 3) times # Initialize variable if it''s not set export SCROLL_COUNT=${SCROLL_COUNT:-0} #
Reset if the last command wasn''t about scrolling if [ "$LAST_ACTION" !=
"scroll_up" ] && [ "$LAST_ACTION" != "scroll_down" ]; then export SCROLL_COUNT=0 fi #
Increment because we''re definitely scrolling now export SCROLL_COUNT=$((SCROLL_COUNT
+ 1)) if [ $SCROLL_COUNT -ge ${WARN_AFTER_SCROLLING_TIMES:-3} ]; then echo
"" echo "WARNING: Scrolling many times in a row is very inefficient." echo
"If you know what you are looking for, use \`search_file <pattern>\` instead." echo
"" fi}'
docstring: null
end_name: null
name: _scroll_warning_message
signature: _scroll_warning_message
config_file: config/coding_challenge.yaml
model:
host_url: localhost:11434
model_name: azure:gpt4
per_instance_cost_limit: 3.0
replay_path: null
temperature: 0.0
top_p: 0.95
total_cost_limit: 0.0
environment:
base_commit: null
cache_task_images: false
container_name: null
data_path: ../empty/problem.md
environment_setup: null
image_name: sweagent/swe-agent:latest
install_environment: true
no_mirror: false
repo_path: ../empty
split: dev
timeout: null
verbose: true
instance_filter: .*
print_config: true
raise_exceptions: false
skip_existing: false
suffix: ''
2024-07-12 17:57:39,938 WARNING The --model CLI argument is ignored when using the Azure GPT endpoint. The model is determined by the AZURE_OPENAI_DEPLOYMENT key/environment variable (this might change in the future).
2024-07-12 17:57:40,021 INFO 💽 Loaded dataset from ../empty/problem.md
2024-07-12 17:57:40,059 INFO Found image sweagent/swe-agent:latest with tags: ['sweagent/swe-agent:latest'], created: 2024-07-01T19:58:23.043599678Z for linux arm64.
2024-07-12 17:57:40,060 DEBUG Starting container with command: docker run -i --rm --name sweagent-swe-agent-latest-0abb363825 sweagent/swe-agent:latest /bin/bash -l
2024-07-12 17:57:41,130 INFO 🌱 Environment Initialized
2024-07-12 17:57:41,433 DEBUG Environment initialization took 1.49 seconds
2024-07-12 17:57:41,517 WARNING **************************************************
2024-07-12 17:57:41,517 WARNING Found existing args.yaml with different arguments!
2024-07-12 17:57:41,518 WARNING **************************************************
2024-07-12 17:57:41,539 INFO ▶️ Beginning task 0
2024-07-12 17:57:41,673 DEBUG Copying /Users/fuchur/Documents/24/git_sync/empty to container at /__Users__fuchur__Documents__24__git_sync__empty with command: docker cp /Users/fuchur/Documents/24/git_sync/empty eaeb81eeabf519b6f46f8daf8729b52c1c3846091c707c400d4083c948905888:/__Users__fuchur__Documents__24__git_sync__empty
2024-07-12 17:57:42,876 WARNING install_environment is set to True, but the data path is a GitHub URL without an environment config file (environment_config key/flag). Skipping conda environment installation.
2024-07-12 17:57:44,017 INFO Initializing agent settings for container eaeb81eeabf519b6f46f8daf8729b52c1c3846091c707c400d4083c948905888
2024-07-12 17:57:44,667 INFO Resetting model stats
2024-07-12 17:57:44,668 INFO SYSTEM (primary)
SETTING: You are an autonomous programmer, and you're working directly in the command line with a special interface.
The special interface consists of a file editor that shows you 100 lines of a file at a time.
In addition to typical bash commands, you can also use the following commands to help you navigate and edit files.
COMMANDS:
open:
docstring: opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line
signature: open <path> [<line_number>]
arguments:
- path (string) [required]: the path to the file to open
- line_number (integer) [optional]: the line number to move the window to (if not provided, the window will start at the top of the file)
goto:
docstring: moves the window to show <line_number>
signature: goto <line_number>
arguments:
- line_number (integer) [required]: the line number to move the window to
scroll_down:
docstring: moves the window down 100 lines
signature: scroll_down
scroll_up:
docstring: moves the window down 100 lines
signature: scroll_up
create:
docstring: creates and opens a new file with the given name
signature: create <filename>
arguments:
- filename (string) [required]: the name of the file to create
submit:
docstring: submits your current code and terminates the session
signature: submit
search_dir:
docstring: searches for search_term in all files in dir. If dir is not provided, searches in the current directory
signature: search_dir <search_term> [<dir>]
arguments:
- search_term (string) [required]: the term to search for
- dir (string) [optional]: the directory to search in (if not provided, searches in the current directory)
search_file:
docstring: searches for search_term in file. If file is not provided, searches in the current open file
signature: search_file <search_term> [<file>]
arguments:
- search_term (string) [required]: the term to search for
- file (string) [optional]: the file to search in (if not provided, searches in the current open file)
find_file:
docstring: finds all files with the given name in dir. If dir is not provided, searches in the current directory
signature: find_file <file_name> [<dir>]
arguments:
- file_name (string) [required]: the name of the file to search for
- dir (string) [optional]: the directory to search in (if not provided, searches in the current directory)
edit:
docstring: replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again.
signature: edit <start_line>:<end_line>
<replacement_text>
end_of_edit
arguments:
- start_line (integer) [required]: the line number to start the edit at
- end_line (integer) [required]: the line number to end the edit at (inclusive)
- replacement_text (string) [required]: the text to replace the current selection with
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION.
If you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.
RESPONSE FORMAT:
Your shell prompt is formatted as follows:
(Open file: <path>) <cwd> $
You need to format your output using two fields; discussion and command.
Your output should always include _one_ discussion and _one_ command field EXACTLY as in the following example:
DISCUSSION
First I'll start by using ls to see what files are in the current directory. Then maybe we can look at some relevant files to see what they look like.
```
ls -a
```
You should only include a *SINGLE* command in the command section and then wait for a response from the shell before continuing with more discussion and commands. Everything you include in the DISCUSSION section will be saved for future reference.
If you'd like to issue two commands at once, PLEASE DO NOT DO THAT! Please instead first submit just the first command, and then after receiving a response you'll be able to issue the second command.
You're free to use any other bash commands you want (e.g. find, grep, cat, ls, cd) in addition to the special commands listed above.
However, the environment does NOT support interactive session commands (e.g. python, vim), so please do not invoke them.
2024-07-12 17:57:44,679 INFO DEMONSTRATION: /Users/fuchur/Documents/24/git_sync/SWE-agent/trajectories/demonstrations/human_thought__swe-bench-HumanEvalFix-python__lcb__t-0.00__p-0.95__c-4.00__install-0/humanevalfix-python-0.traj
2024-07-12 17:57:44,680 INFO Trajectory will be saved to trajectories/fuchur/azure-gpt4__problem__coding_challenge__t-0.00__p-0.95__c-3.00__install-1/26d111.traj
2024-07-12 17:57:44,747 INFO 🤖 MODEL INPUT
We're currently attempting to solve the following problem:
ISSUE:
Given an unsorted integer array nums.
Return the smallest positive integer that is not present in nums.
You must implement an algorithm that runs in O(n) time and uses O(1) auxiliary space.
## Example 1:
> Input: nums = [1,2,0]
> Output: 3
> Explanation: The numbers in the range [1,2] are all in the array.
## Example 2:
> Input: nums = [3,4,-1,1]
> Output: 2
> Explanation: 1 is in the array but 2 is missing.
## Example 3:
> Input: nums = [7,8,9,11,12]
> Output: 1
> Explanation: The smallest positive integer 1 is missing.
## Constraints:
1 <= nums.length <= 105
-231 <= nums[i] <= 231 - 1
INSTRUCTIONS:
Now, you're going to solve this issue on your own. Your terminal session has started and you're in the repository's root directory. You can use any bash commands or the special interface to help you. Edit all the files you need to and run any checks or tests that you want.
Remember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.
When you're satisfied with all of the changes you've made, you can submit your changes to the code base by simply running the submit command.
Note however that you cannot use any interactive session commands (e.g. python, vim) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.
NOTE ABOUT THE EDIT COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!
IMPORTANT TIPS:
1. Write your solution in main.py. Always test your code thoroughly before submitting, and if any of the tests fail, try to fix the code before continuing.
2. If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it!
3. If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, don't just use the scroll_down command multiple times. Instead, use the goto 583 command. It's much quicker.
4. Always make sure to look at the currently open file and the current working directory (which appears right after the currently open file). The currently open file might be in a different directory than the working directory! Note that some commands, such as 'create', open files, so they might change the current open file.
5. When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.
(Open file: n/a)
(Current directory: /__Users__fuchur__Documents__24__git_sync__empty)
bash-$
2024-07-12 17:57:48,042 INFO input_tokens=3,705, output_tokens=48, instance_cost=0.04, cost=0.04
2024-07-12 17:57:48,044 INFO total_tokens_sent=3,705, total_tokens_received=48, total_cost=0.04, total_api_calls=1
2024-07-12 17:57:48,045 INFO 💭 THOUGHT (primary)
To start addressing the issue, I need to access the main.py file where I will implement the solution for the given problem. First, I'll check if the main.py file exists in the current directory.
2024-07-12 17:57:48,046 INFO 🎬 ACTION (primary)
ls -a
2024-07-12 17:57:48,217 INFO 🤖 MODEL INPUT
.
..
.git
main.py
problem.md
(Open file: n/a)
(Current directory: /__Users__fuchur__Documents__24__git_sync__empty)
bash-$
2024-07-12 17:57:50,839 INFO input_tokens=3,800, output_tokens=36, instance_cost=0.08, cost=0.04
2024-07-12 17:57:50,842 INFO total_tokens_sent=7,505, total_tokens_received=84, total_cost=0.08, total_api_calls=2
2024-07-12 17:57:50,847 INFO 💭 THOUGHT (primary)
The main.py file is present in the current directory. I will open this file to inspect its contents and then proceed to implement the required function.
2024-07-12 17:57:50,856 INFO 🎬 ACTION (primary)
open main.py
2024-07-12 17:57:51,196 INFO 🤖 MODEL INPUT
[File: /__Users__fuchur__Documents__24__git_sync__empty/main.py (5 lines total)]
1:from typing import List
2:
3:
4:class Solution:
5: def firstMissingPositive(self, nums: List[int]) -> int:
(Open file: /__Users__fuchur__Documents__24__git_sync__empty/main.py)
(Current directory: /__Users__fuchur__Documents__24__git_sync__empty)
bash-$
2024-07-12 17:58:08,893 INFO input_tokens=3,947, output_tokens=334, instance_cost=0.13, cost=0.05
2024-07-12 17:58:08,895 INFO total_tokens_sent=11,452, total_tokens_received=418, total_cost=0.13, total_api_calls=3
2024-07-12 17:58:08,895 INFO 💭 THOUGHT (primary)
The `firstMissingPositive` function is declared but not implemented. I will now edit the file to implement the function that finds the smallest positive integer not present in the array, adhering to the constraints of O(n) time complexity and O(1) space complexity.
2024-07-12 17:58:08,896 INFO 🎬 ACTION (primary)
edit 5:5
# Implementation of the function to find the smallest missing positive integer
def firstMissingPositive(self, nums: List[int]) -> int:
n = len(nums)
# Mark numbers (num < 0) and (num > n) with a special marker number (n+1)
# We can ignore those because if missing number is in the range (1, n+1)
# it must be in the array
for i in range(n):
if nums[i] <= 0 or nums[i] > n:
nums[i] = n + 1
# Use index as a hash key and number sign as a presence detector
# For example, if nums[1] is negative that means that number `1` is present in the array
for i in range(n):
num = abs(nums[i])
if num <= n:
nums[num - 1] = -abs(nums[num - 1])
# Now the index of the first positive number is equal to the smallest missing positive number
for i in range(n):
if nums[i] > 0:
return i + 1
# If no positive numbers were found, the smallest missing positive is n+1
return n + 1
end_of_edit
2024-07-12 17:58:09,404 INFO 🤖 MODEL INPUT
[File: /__Users__fuchur__Documents__24__git_sync__empty/main.py (28 lines total)]
1:from typing import List
2:
3:
4:class Solution:
5: # Implementation of the function to find the smallest missing positive integer
6: def firstMissingPositive(self, nums: List[int]) -> int:
7: n = len(nums)
8: # Mark numbers (num < 0) and (num > n) with a special marker number (n+1)
9: # We can ignore those because if missing number is in the range (1, n+1)
10: # it must be in the array
11: for i in range(n):
12: if nums[i] <= 0 or nums[i] > n:
13: nums[i] = n + 1
14:
15: # Use index as a hash key and number sign as a presence detector
16: # For example, if nums[1] is negative that means that number `1` is present in the array
17: for i in range(n):
18: num = abs(nums[i])
19: if num <= n:
20: nums[num - 1] = -abs(nums[num - 1])
21:
22: # Now the index of the first positive number is equal to the smallest missing positive number
23: for i in range(n):
24: if nums[i] > 0:
25: return i + 1
26:
27: # If no positive numbers were found, the smallest missing positive is n+1
28: return n + 1
File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
(Open file: /__Users__fuchur__Documents__24__git_sync__empty/main.py)
(Current directory: /__Users__fuchur__Documents__24__git_sync__empty)
bash-$
2024-07-12 17:58:20,954 INFO input_tokens=4,720, output_tokens=206, instance_cost=0.18, cost=0.05
2024-07-12 17:58:20,958 INFO total_tokens_sent=16,172, total_tokens_received=624, total_cost=0.18, total_api_calls=4
2024-07-12 17:58:20,962 INFO 💭 THOUGHT (primary)
The implementation of the `firstMissingPositive` function has been successfully added to the `main.py` file. To ensure that the function works correctly, I will now write a script to test the function with the example inputs provided in the issue description.
2024-07-12 17:58:20,973 INFO 🎬 ACTION (primary)
edit 29:35
# Adding test cases to verify the implementation of firstMissingPositive
if __name__ == "__main__":
sol = Solution()
# Test case 1
assert sol.firstMissingPositive([1, 2, 0]) == 3, "Test case 1 failed"
# Test case 2
assert sol.firstMissingPositive([3, 4, -1, 1]) == 2, "Test case 2 failed"
# Test case 3
assert sol.firstMissingPositive([7, 8, 9, 11, 12]) == 1, "Test case 3 failed"
print("All test cases passed successfully.")
end_of_edit
2024-07-12 17:58:21,472 INFO 🤖 MODEL INPUT
[File: /__Users__fuchur__Documents__24__git_sync__empty/main.py (38 lines total)]
1:from typing import List
2:
3:
4:class Solution:
5: # Implementation of the function to find the smallest missing positive integer
6: def firstMissingPositive(self, nums: List[int]) -> int:
7: n = len(nums)
8: # Mark numbers (num < 0) and (num > n) with a special marker number (n+1)
9: # We can ignore those because if missing number is in the range (1, n+1)
10: # it must be in the array
11: for i in range(n):
12: if nums[i] <= 0 or nums[i] > n:
13: nums[i] = n + 1
14:
15: # Use index as a hash key and number sign as a presence detector
16: # For example, if nums[1] is negative that means that number `1` is present in the array
17: for i in range(n):
18: num = abs(nums[i])
19: if num <= n:
20: nums[num - 1] = -abs(nums[num - 1])
21:
22: # Now the index of the first positive number is equal to the smallest missing positive number
23: for i in range(n):
24: if nums[i] > 0:
25: return i + 1
26:
27: # If no positive numbers were found, the smallest missing positive is n+1
28: return n + 1
29:# Adding test cases to verify the implementation of firstMissingPositive
30:if __name__ == "__main__":
31: sol = Solution()
32: # Test case 1
33: assert sol.firstMissingPositive([1, 2, 0]) == 3, "Test case 1 failed"
34: # Test case 2
35: assert sol.firstMissingPositive([3, 4, -1, 1]) == 2, "Test case 2 failed"
36: # Test case 3
37: assert sol.firstMissingPositive([7, 8, 9, 11, 12]) == 1, "Test case 3 failed"
38: print("All test cases passed successfully.")
File updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.
(Open file: /__Users__fuchur__Documents__24__git_sync__empty/main.py)
(Current directory: /__Users__fuchur__Documents__24__git_sync__empty)
bash-$
2024-07-12 17:58:24,886 INFO input_tokens=5,527, output_tokens=42, instance_cost=0.24, cost=0.06
2024-07-12 17:58:24,891 INFO total_tokens_sent=21,699, total_tokens_received=666, total_cost=0.24, total_api_calls=5
2024-07-12 17:58:24,894 INFO 💭 THOUGHT (primary)
The test cases have been added to the `main.py` file. Now, I will run the script to ensure that all test cases pass and the implementation meets the requirements.
2024-07-12 17:58:24,896 INFO 🎬 ACTION (primary)
python main.py
2024-07-12 17:58:25,084 INFO 🤖 MODEL INPUT
All test cases passed successfully.
(Open file: /__Users__fuchur__Documents__24__git_sync__empty/main.py)
(Current directory: /__Users__fuchur__Documents__24__git_sync__empty)
bash-$
2024-07-12 17:58:28,523 INFO input_tokens=5,628, output_tokens=38, instance_cost=0.29, cost=0.06
2024-07-12 17:58:28,524 INFO total_tokens_sent=27,327, total_tokens_received=704, total_cost=0.29, total_api_calls=6
2024-07-12 17:58:28,524 INFO 💭 THOUGHT (primary)
The test cases have successfully passed, indicating that the implementation of the `firstMissingPositive` function is correct. I will now submit the changes to the code base.
2024-07-12 17:58:28,525 INFO 🎬 ACTION (primary)
submit
2024-07-12 17:58:28,666 INFO Found submission:
diff --git a/main.py b/main.py
index 1e7f08f..beabaa7 100644
--- a/main.py
+++ b/main.py
@@ -2,4 +2,37 @@ from typing import List
class Solution:
- def firstMissingPositive(self, nums: List[int]) -> int:
+ # Implementation of the function to find the smallest missing positive integer
+ def firstMissingPositive(self, nums: List[int]) -> int:
+ n = len(nums)
+ # Mark numbers (num < 0) and (num > n) with a special marker number (n+1)
+ # We can ignore those because if missing number is in the range (1, n+1)
+ # it must be in the array
+ for i in range(n):
+ if nums[i] <= 0 or nums[i] > n:
+ nums[i] = n + 1
+
+ # Use index as a hash key and number sign as a presence detector
+ # For example, if nums[1] is negative that means that number `1` is present in the array
+ for i in range(n):
+ num = abs(nums[i])
+ if num <= n:
+ nums[num - 1] = -abs(nums[num - 1])
+
+ # Now the index of the first positive number is equal to the smallest missing positive number
+ for i in range(n):
+ if nums[i] > 0:
+ return i + 1
+
+ # If no positive numbers were found, the smallest missing positive is n+1
+ return n + 1
+# Adding test cases to verify the implementation of firstMissingPositive
+if __name__ == "__main__":
+ sol = Solution()
+ # Test case 1
+ assert sol.firstMissingPositive([1, 2, 0]) == 3, "Test case 1 failed"
+ # Test case 2
+ assert sol.firstMissingPositive([3, 4, -1, 1]) == 2, "Test case 2 failed"
+ # Test case 3
+ assert sol.firstMissingPositive([7, 8, 9, 11, 12]) == 1, "Test case 3 failed"
+ print("All test cases passed successfully.")
2024-07-12 17:58:28,684 INFO Trajectory saved to trajectories/fuchur/azure-gpt4__problem__coding_challenge__t-0.00__p-0.95__c-3.00__install-1/26d111.traj
2024-07-12 17:58:28,685 INFO Saved predictions to trajectories/fuchur/azure-gpt4__problem__coding_challenge__t-0.00__p-0.95__c-3.00__install-1/all_preds.jsonl

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.agent/skills/mini-swe/trajectories/README.md Normal file
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🔗 For more information on trajectories, visit [our documentation website][docs].
You can also find the corresponding markdown files in the [`docs/` folder][source].
[docs]: https://swe-agent.com/latest/usage/trajectories/
[source]: https://github.com/SWE-agent/SWE-agent/tree/main/docs

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{
"history": [
{
"role": "system",
"content": "SETTING: You are an autonomous programmer, and you're working directly in the command line with a special interface.",
"agent": "main",
"message_type": "system_prompt"
},
{
"role": "user",
"content": "We're currently solving the following issue within our repository. Here's the issue text:\nISSUE:\nSyntaxError: invalid syntax\nI'm running `missing_colon.py` as follows:\r\n\r\n```python\r\ndivision(23, 0)\r\n```\r\n\r\nbut I get the following error:\r\n\r\n```\r\n File \"/Users/fuchur/Documents/24/git_sync/swe-agent-test-repo/tests/./missing_colon.py\", line 4\r\n def division(a: float, b: float) -> float\r\n ^\r\nSyntaxError: invalid syntax\r\n```\n\n\nINSTRUCTIONS:\nNow, you're going to solve this issue on your own. Your terminal session has started and you're in the repository's root directory. You can use any bash commands or the special interface to help you. Edit all the files you need to and run any checks or tests that you want.\nRemember, YOU SHOULD ALWAYS INCLUDE EXACTLY ONE TOOL CALL/FUNCTION CALL PER RESPONSE.\nWhen you're satisfied with all of the changes you've made, you can submit your changes to the code base by simply running the submit command.\nNote however that you cannot use any interactive session commands (e.g. python, vim) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with the python command.\n\nNOTE ABOUT THE EDIT COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!\n\nGENERAL IMPORTANT TIPS:\n\n1. If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it!\n\n2. If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, don't just use the scroll_down command multiple times. Instead, use the goto 583 command. It's much quicker.\n\n3. If the bug reproduction script requires inputting/reading a specific file, such as buggy-input.png, and you'd like to understand how to input that file, conduct a search in the existing repo code, to see whether someone else has already done that. Do this by running the command: find_file \"buggy-input.png\" If that doesn't work, use the linux 'find' command.\n\n4. Always make sure to look at the currently open file and the current working directory (which appears right after the currently open file). The currently open file might be in a different directory than the working directory! Note that some commands, such as 'create', open files, so they might change the current open file.\n\n5. When editing files, it is easy to accidentally to write code with incorrect indentation or make other mistakes. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.\n\n6. When editing files, first explain the code you want to edit and why it is causing the problem. Then explain the edit you want to make and how it fixes the problem. Explain how the edit does not break existing functionality.\n\n7. Do not try to install any packages with `pip`, `conda`, or any other way. This will usually not work. If the environment is not set up correctly, try to fix the issue without executing python code or running any tests that require the package installed.\n\nSTRATEGY:\n\n1. Locate relevant files using the find and search commands, then read the code related to the issue.\n\n2. Try to replicate the bug that the issues discusses.\n If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment, and run it to make sure you can reproduce the bug.\n Then start trying to fix it.\n\n If the bug reproduction script does not print anything when it successfully runs, we recommend adding a print(\"Script completed successfully, no errors.\") command at the end of the file,\n so that you can be sure that the script indeed ran fine all the way through.\n\n3. Use the `edit` command to perform edits on the files that cause the issue.\n\n4. When you think you've fixed the bug, re-run the bug reproduction script to make sure that the bug has indeed been fixed.\n\n5. Create additional tests to verify the fix in a style similar to the existing reproduction script. In particular, make sure to test edge cases.\n If you find any issues, go back to the file you edited and perform further edits.\n\n(Open file: n/a)\n(Current directory: /SWE-agent__test-repo)\nbash-$",
"agent": "main",
"message_type": "observation"
},
{
"role": "assistant",
"content": "The `SyntaxError` in `missing_colon.py` is likely due to a missing colon at the end of the function definition line. To resolve this, we need to locate and edit the file to add the missing colon at the end of the function definition. Let's start by searching for `missing_colon.py` to locate it.",
"thought": "The `SyntaxError` in `missing_colon.py` is likely due to a missing colon at the end of the function definition line. To resolve this, we need to locate and edit the file to add the missing colon at the end of the function definition. Let's start by searching for `missing_colon.py` to locate it.",
"action": "find_file missing_colon.py",
"agent": "main",
"tool_calls": [
{
"function": {
"arguments": "{\"file_name\":\"missing_colon.py\"}",
"name": "find_file"
},
"id": "call_PbWErNIge3YTrli3fiVvmIid",
"type": "function"
}
],
"message_type": "action"
},
{
"role": "tool",
"content": "Found 1 matches for \"missing_colon.py\" in /SWE-agent__test-repo:\r\n/SWE-agent__test-repo/tests/missing_colon.py\n(Open file: n/a)\n(Current directory: /SWE-agent__test-repo)\nbash-$",
"agent": "main",
"message_type": "observation",
"tool_call_ids": [
"call_PbWErNIge3YTrli3fiVvmIid"
]
},
{
"role": "assistant",
"content": "We have found the `missing_colon.py` file in the `tests` directory. Let's open it to review and make necessary edits.",
"thought": "We have found the `missing_colon.py` file in the `tests` directory. Let's open it to review and make necessary edits.",
"action": "open \"tests/missing_colon.py\"",
"agent": "main",
"tool_calls": [
{
"function": {
"arguments": "{\"path\":\"tests/missing_colon.py\"}",
"name": "open"
},
"id": "call_upNLxh7rBcDH9w5XiNdoAS0I",
"type": "function"
}
],
"message_type": "action"
},
{
"role": "tool",
"content": "[File: tests/missing_colon.py (10 lines total)]\r\n1:#!/usr/bin/env python3\r\n2:\r\n3:\r\n4:def division(a: float, b: float) -> float\r\n5: return a/b\r\n6:\r\n7:\r\n8:if __name__ == \"__main__\":\r\n9: print(division(123, 15))\r\n10:\n(Open file: /SWE-agent__test-repo/tests/missing_colon.py)\n(Current directory: /SWE-agent__test-repo)\nbash-$",
"agent": "main",
"message_type": "observation",
"tool_call_ids": [
"call_upNLxh7rBcDH9w5XiNdoAS0I"
]
},
{
"role": "assistant",
"content": "The issue is indeed caused by a missing colon at the end of the function definition line for `division`. We should add a colon at the end of the `def division(a: float, b: float) -> float` line. Let's fix this by editing the file.",
"thought": "The issue is indeed caused by a missing colon at the end of the function definition line for `division`. We should add a colon at the end of the `def division(a: float, b: float) -> float` line. Let's fix this by editing the file.",
"action": "edit 'def division(a: float, b: float) -> float' 'def division(a: float, b: float) -> float:'",
"agent": "main",
"tool_calls": [
{
"function": {
"arguments": "{\"search\":\"def division(a: float, b: float) -> float\",\"replace\":\"def division(a: float, b: float) -> float:\"}",
"name": "edit"
},
"id": "call_hIiDKXAXZl4qMHV6RRXvil4u",
"type": "function"
}
],
"message_type": "action"
},
{
"role": "tool",
"content": "Text replaced. Please review the changes and make sure they are correct:\r\n\r\n1. The edited file is correctly indented\r\n2. The edited file does not contain duplicate lines\r\n3. The edit does not break existing functionality\r\n\r\nEdit the file again if necessary.\r\n[File: /SWE-agent__test-repo/tests/missing_colon.py (10 lines total)]\r\n1:#!/usr/bin/env python3\r\n2:\r\n3:\r\n4:def division(a: float, b: float) -> float:\r\n5: return a/b\r\n6:\r\n7:\r\n8:if __name__ == \"__main__\":\r\n9: print(division(123, 15))\r\n10:\n(Open file: /SWE-agent__test-repo/tests/missing_colon.py)\n(Current directory: /SWE-agent__test-repo)\nbash-$",
"agent": "main",
"message_type": "observation",
"tool_call_ids": [
"call_hIiDKXAXZl4qMHV6RRXvil4u"
]
},
{
"role": "assistant",
"content": "The missing colon has been added successfully. Now, we can run the script to ensure that the SyntaxError is resolved.",
"thought": "The missing colon has been added successfully. Now, we can run the script to ensure that the SyntaxError is resolved.",
"action": "python tests/missing_colon.py",
"agent": "main",
"tool_calls": [
{
"function": {
"arguments": "{\"command\":\"python tests/missing_colon.py\"}",
"name": "bash"
},
"id": "call_5O339epJ3rKjEal3Kuvpj9bM",
"type": "function"
}
],
"message_type": "action"
},
{
"role": "tool",
"content": "8.2\n(Open file: /SWE-agent__test-repo/tests/missing_colon.py)\n(Current directory: /SWE-agent__test-repo)\nbash-$",
"agent": "main",
"message_type": "observation",
"tool_call_ids": [
"call_5O339epJ3rKjEal3Kuvpj9bM"
]
},
{
"role": "assistant",
"content": "The script ran successfully, printing the result `8.2`, and the syntax error is resolved. Now that the fix is verified, let's submit our changes.",
"thought": "The script ran successfully, printing the result `8.2`, and the syntax error is resolved. Now that the fix is verified, let's submit our changes.",
"action": "submit",
"agent": "main",
"tool_calls": [
{
"function": {
"arguments": "{}",
"name": "submit"
},
"id": "call_6zuFhIfpOAi1jAiD2QHMmh6S",
"type": "function"
}
],
"message_type": "action"
},
{
"role": "tool",
"content": "\r\ndiff --git a/tests/missing_colon.py b/tests/missing_colon.py\r\nindex 20edef5..5857437 100755\r\n--- a/tests/missing_colon.py\r\n+++ b/tests/missing_colon.py\r\n@@ -1,7 +1,7 @@\r\n #!/usr/bin/env python3\r\n \r\n \r\n-def division(a: float, b: float) -> float\r\n+def division(a: float, b: float) -> float:\r\n return a/b\r\n \r\n \r\n\n(Open file: /SWE-agent__test-repo/tests/missing_colon.py)\n(Current directory: /SWE-agent__test-repo)\nbash-$",
"agent": "main",
"message_type": "observation",
"tool_call_ids": [
"call_6zuFhIfpOAi1jAiD2QHMmh6S"
]
}
]
}

129
.agent/skills/mini-swe/trajectories/demonstrations/human_thought__swe-bench-HumanEvalFix-python__lcb__t-0.00__p-0.95__c-4.00__install-0/humanevalfix-python-0.traj Normal file
View File

@@ -0,0 +1,129 @@
{
"environment": "swe_main",
"trajectory": [
{
"action": "ls -a\n",
"observation": ".\n..\n.git\nmain.py\n",
"response": "To begin addressing the issue, we need more details about the function that requires implementation. Since the issue text does not specify the file or function name, we should search the repository to find files related to functions or scripts that might contain the bug. First, I'll list the contents of the current directory to see what files and directories are available.\n```\nls -a\n```",
"state": "{\"open_file\": \"n/a\", \"working_dir\": \"/swe-bench__humanevalfix-python\"}\n",
"thought": "To begin addressing the issue, we need more details about the function that requires implementation. Since the issue text does not specify the file or function name, we should search the repository to find files related to functions or scripts that might contain the bug. First, I'll list the contents of the current directory to see what files and directories are available.\n"
},
{
"action": "open main.py\n",
"observation": "[File: /swe-bench__humanevalfix-python/main.py (23 lines total)]\n1:from typing import List\n2:\n3:\n4:def has_close_elements(numbers: List[float], threshold: float) -> bool:\n5: \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n6: given threshold.\n7: >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n8: False\n9: >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n10: True\n11: \"\"\"\n12: for idx, elem in enumerate(numbers):\n13: for idx2, elem2 in enumerate(numbers):\n14: if idx != idx2:\n15: distance = elem - elem2\n16: if distance < threshold:\n17: return True\n18:\n19: return False\n20:def check(has_close_elements):\n21: assert has_close_elements([1.0, 2.0, 3.0], 0.5) == False\n22: assert has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3) == True\n23:check(has_close_elements)\n",
"response": "It looks like there is a main.py file. As suggested by the tips, I will open the main.py file and see what require fixing.\n```\nopen main.py\n```",
"state": "{\"open_file\": \"n/a\", \"working_dir\": \"/swe-bench__humanevalfix-python\"}\n",
"thought": "It looks like there is a main.py file. As suggested by the tips, I will open the main.py file and see what require fixing.\n"
},
{
"action": "edit 15:15\n distance = abs(elem - elem2)\nend_of_edit\n",
"observation": "[File: /swe-bench__humanevalfix-python/main.py (23 lines total)]\n1:from typing import List\n2:\n3:\n4:def has_close_elements(numbers: List[float], threshold: float) -> bool:\n5: \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n6: given threshold.\n7: >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n8: False\n9: >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n10: True\n11: \"\"\"\n12: for idx, elem in enumerate(numbers):\n13: for idx2, elem2 in enumerate(numbers):\n14: if idx != idx2:\n15: distance = abs(elem - elem2)\n16: if distance < threshold:\n17: return True\n18:\n19: return False\n20:def check(has_close_elements):\n21: assert has_close_elements([1.0, 2.0, 3.0], 0.5) == False\n22: assert has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3) == True\n23:check(has_close_elements)\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n",
"response": "From this implementation, it looks like the distance calculation may be off. Instead of being a simple subtraction, it should be wrapped in an absolute value call to make sure the magnitude of the distance is accounted for.\n```\nedit 15:15\n distance = abs(elem - elem2)\nend_of_edit\n```",
"state": "{\"open_file\": \"/swe-bench__humanevalfix-python/main.py\", \"working_dir\": \"/swe-bench__humanevalfix-python\"}\n",
"thought": "From this implementation, it looks like the distance calculation may be off. Instead of being a simple subtraction, it should be wrapped in an absolute value call to make sure the magnitude of the distance is accounted for.\n"
},
{
"action": "python main.py\n",
"observation": "",
"response": "It looks like the edit succeeded and the bug should be fixed. To be certain, I'll run the main.py file, as suggested in the tips since the main.py file has tests.\n```\npython main.py\n```",
"state": "{\"open_file\": \"/swe-bench__humanevalfix-python/main.py\", \"working_dir\": \"/swe-bench__humanevalfix-python\"}\n",
"thought": "It looks like the edit succeeded and the bug should be fixed. To be certain, I'll run the main.py file, as suggested in the tips since the main.py file has tests.\n"
},
{
"action": "submit\n",
"observation": "\ndiff --git a/main.py b/main.py\nindex cacc17f..a4909b2 100644\n--- a/main.py\n+++ b/main.py\n@@ -12,7 +12,7 @@ def has_close_elements(numbers: List[float], threshold: float) -> bool:\n for idx, elem in enumerate(numbers):\n for idx2, elem2 in enumerate(numbers):\n if idx != idx2:\n- distance = elem - elem2\n+ distance = abs(elem - elem2)\n if distance < threshold:\n return True\n \n",
"response": "It looks like the assertions succeeded! The fix should work and I will now submit.\n```\nsubmit\n```",
"state": "{\"open_file\": \"/swe-bench__humanevalfix-python/main.py\", \"working_dir\": \"/swe-bench__humanevalfix-python\"}\n",
"thought": "It looks like the assertions succeeded! The fix should work and I will now submit.\n"
}
],
"history": [
{
"message_type": "system_prompt",
"role": "system",
"content": "SETTING: You are an autonomous programmer, and you're working directly in the command line with a special interface.\n\nThe special interface consists of a file editor that shows you 100 lines of a file at a time.\nIn addition to typical bash commands, you can also use the following commands to help you navigate and edit files.\n\nCOMMANDS:\nopen:\n docstring: opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line\n signature: open <path> [<line_number>]\n arguments:\n - path (string) [required]: the path to the file to open\n - line_number (integer) [optional]: the line number to move the window to (if not provided, the window will start at the top of the file)\n\ngoto:\n docstring: moves the window to show <line_number>\n signature: goto <line_number>\n arguments:\n - line_number (integer) [required]: the line number to move the window to\n\nscroll_down:\n docstring: moves the window down {WINDOW} lines\n signature: scroll_down\n\nscroll_up:\n docstring: moves the window down {WINDOW} lines\n signature: scroll_up\n\ncreate:\n docstring: creates and opens a new file with the given name\n signature: create <filename>\n arguments:\n - filename (string) [required]: the name of the file to create\n\nsubmit:\n docstring: submits your current code and terminates the session\n signature: submit\n\nsearch_dir:\n docstring: searches for search_term in all files in dir. If dir is not provided, searches in the current directory\n signature: search_dir <search_term> [<dir>]\n arguments:\n - search_term (string) [required]: the term to search for\n - dir (string) [optional]: the directory to search in (if not provided, searches in the current directory)\n\nsearch_file:\n docstring: searches for search_term in file. If file is not provided, searches in the current open file\n signature: search_file <search_term> [<file>]\n arguments:\n - search_term (string) [required]: the term to search for\n - file (string) [optional]: the file to search in (if not provided, searches in the current open file)\n\nfind_file:\n docstring: finds all files with the given name in dir. If dir is not provided, searches in the current directory\n signature: find_file <file_name> [<dir>]\n arguments:\n - file_name (string) [required]: the name of the file to search for\n - dir (string) [optional]: the directory to search in (if not provided, searches in the current directory)\n\nedit:\n docstring: replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again.\n signature: edit <start_line>:<end_line>\n<replacement_text>\nend_of_edit\n arguments:\n - start_line (integer) [required]: the line number to start the edit at\n - end_line (integer) [required]: the line number to end the edit at (inclusive)\n - replacement_text (string) [required]: the text to replace the current selection with\n\n\n\nPlease note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. \nIf you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.\n\nRESPONSE FORMAT:\nYour shell prompt is formatted as follows:\n(Open file: <path>) <cwd> $\n\nYou need to format your output using two fields; discussion and command.\nYour output should always include _one_ discussion and _one_ command field EXACTLY as in the following example:\nDISCUSSION\nFirst I'll start by using ls to see what files are in the current directory. Then maybe we can look at some relevant files to see what they look like.\n```\nls -a\n```\n\nYou should only include a *SINGLE* command in the command section and then wait for a response from the shell before continuing with more discussion and commands. Everything you include in the DISCUSSION section will be saved for future reference.\nIf you'd like to issue two commands at once, PLEASE DO NOT DO THAT! Please instead first submit just the first command, and then after receiving a response you'll be able to issue the second command. \nYou're free to use any other bash commands you want (e.g. find, grep, cat, ls, cd) in addition to the special commands listed above.\nHowever, the environment does NOT support interactive session commands (e.g. python, vim), so please do not invoke them.",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "We're currently solving the following issue within our repository. Here's the issue text:\nISSUE:\nI have a function that has a bug and needs to be fixed, can you help?\n\nINSTRUCTIONS:\nNow, you're going to solve this issue on your own. Your terminal session has started and you're in the repository's root directory. You can use any bash commands or the special interface to help you. Edit all the files you need to and run any checks or tests that you want. \nRemember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command. \nWhen you're satisfied with all of the changes you've made, you can submit your changes to the code base by simply running the submit command.\nNote however that you cannot use any interactive session commands (e.g. python, vim) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.\n\nNOTE ABOUT THE EDIT COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line! \n\nIMPORTANT TIPS:\n1. Always start by trying to replicate the bug that the issues discusses. \n If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment, and run it to make sure you can reproduce the bug.\n Then start trying to fix it.\n When you think you've fixed the bug, re-run the bug reproduction script to make sure that the bug has indeed been fixed.\n \n If the bug reproduction script does not print anything when it successfully runs, we recommend adding a print(\"Script completed successfully, no errors.\") command at the end of the file,\n so that you can be sure that the script indeed ran fine all the way through. \n\n2. If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it!\n\n3. If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, don't just use the scroll_down command multiple times. Instead, use the goto 583 command. It's much quicker. \n \n4. If the bug reproduction script requires inputting/reading a specific file, such as buggy-input.png, and you'd like to understand how to input that file, conduct a search in the existing repo code, to see whether someone else has already done that. Do this by running the command: find_file \"buggy-input.png\" If that doesn't work, use the linux 'find' command. \n\n5. Always make sure to look at the currently open file and the current working directory (which appears right after the currently open file). The currently open file might be in a different directory than the working directory! Note that some commands, such as 'create', open files, so they might change the current open file.\n\n6. When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.\n \n7. You should **only** be editing the main.py file. You can look at other files, but don't modify them.\n\n8. If the main.py file has tests in it, you should not edit them, but you can run main.py to see if the tests pass. If there is a test.py file, run test.py instead of main.py to see if the tests pass.\n\n(Open file: n/a)\n(Current directory: /swe-bench__humanevalfix-python)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "To begin addressing the issue, we need more details about the function that requires implementation. Since the issue text does not specify the file or function name, we should search the repository to find files related to functions or scripts that might contain the bug. First, I'll list the contents of the current directory to see what files and directories are available.\n```\nls -a\n```",
"thought": "To begin addressing the issue, we need more details about the function that requires implementation. Since the issue text does not specify the file or function name, we should search the repository to find files related to functions or scripts that might contain the bug. First, I'll list the contents of the current directory to see what files and directories are available.\n",
"action": "ls -a\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": ".\n..\n.git\nmain.py\n\n(Open file: n/a)\n(Current directory: /swe-bench__humanevalfix-python)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "It looks like there is a main.py file. As suggested by the tips, I will open the main.py file and see what require fixing.\n```\nopen main.py\n```",
"thought": "It looks like there is a main.py file. As suggested by the tips, I will open the main.py file and see what require fixing.\n",
"action": "open main.py\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "[File: /swe-bench__humanevalfix-python/main.py (23 lines total)]\n1:from typing import List\n2:\n3:\n4:def has_close_elements(numbers: List[float], threshold: float) -> bool:\n5: \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n6: given threshold.\n7: >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n8: False\n9: >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n10: True\n11: \"\"\"\n12: for idx, elem in enumerate(numbers):\n13: for idx2, elem2 in enumerate(numbers):\n14: if idx != idx2:\n15: distance = elem - elem2\n16: if distance < threshold:\n17: return True\n18:\n19: return False\n20:def check(has_close_elements):\n21: assert has_close_elements([1.0, 2.0, 3.0], 0.5) == False\n22: assert has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3) == True\n23:check(has_close_elements)\n\n(Open file: /swe-bench__humanevalfix-python/main.py)\n(Current directory: /swe-bench__humanevalfix-python)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "From this implementation, it looks like the distance calculation may be off. Instead of being a simple subtraction, it should be wrapped in an absolute value call to make sure the magnitude of the distance is accounted for.\n```\nedit 15:15\n distance = abs(elem - elem2)\nend_of_edit\n```",
"thought": "From this implementation, it looks like the distance calculation may be off. Instead of being a simple subtraction, it should be wrapped in an absolute value call to make sure the magnitude of the distance is accounted for.\n",
"action": "edit 15:15\n distance = abs(elem - elem2)\nend_of_edit\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "[File: /swe-bench__humanevalfix-python/main.py (23 lines total)]\n1:from typing import List\n2:\n3:\n4:def has_close_elements(numbers: List[float], threshold: float) -> bool:\n5: \"\"\" Check if in given list of numbers, are any two numbers closer to each other than\n6: given threshold.\n7: >>> has_close_elements([1.0, 2.0, 3.0], 0.5)\n8: False\n9: >>> has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3)\n10: True\n11: \"\"\"\n12: for idx, elem in enumerate(numbers):\n13: for idx2, elem2 in enumerate(numbers):\n14: if idx != idx2:\n15: distance = abs(elem - elem2)\n16: if distance < threshold:\n17: return True\n18:\n19: return False\n20:def check(has_close_elements):\n21: assert has_close_elements([1.0, 2.0, 3.0], 0.5) == False\n22: assert has_close_elements([1.0, 2.8, 3.0, 4.0, 5.0, 2.0], 0.3) == True\n23:check(has_close_elements)\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n\n(Open file: /swe-bench__humanevalfix-python/main.py)\n(Current directory: /swe-bench__humanevalfix-python)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "It looks like the edit succeeded and the bug should be fixed. To be certain, I'll run the main.py file, as suggested in the tips since the main.py file has tests.\n```\npython main.py\n```",
"thought": "It looks like the edit succeeded and the bug should be fixed. To be certain, I'll run the main.py file, as suggested in the tips since the main.py file has tests.\n",
"action": "python main.py\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "Your command ran successfully and did not produce any output.\n(Open file: /swe-bench__humanevalfix-python/main.py)\n(Current directory: /swe-bench__humanevalfix-python)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "It looks like the assertions succeeded! The fix should work and I will now submit.\n```\nsubmit\n```",
"thought": "It looks like the assertions succeeded! The fix should work and I will now submit.\n",
"action": "submit\n",
"agent": "primary"
}
],
"info": {
"exit_status": "submitted",
"submission": "\ndiff --git a/main.py b/main.py\nindex cacc17f..a4909b2 100644\n--- a/main.py\n+++ b/main.py\n@@ -12,7 +12,7 @@ def has_close_elements(numbers: List[float], threshold: float) -> bool:\n for idx, elem in enumerate(numbers):\n for idx2, elem2 in enumerate(numbers):\n if idx != idx2:\n- distance = elem - elem2\n+ distance = abs(elem - elem2)\n if distance < threshold:\n return True\n \n",
"model_stats": {
"total_cost": 0,
"instance_cost": 0,
"tokens_sent": 0,
"tokens_received": 0,
"api_calls": 0
}
}
}

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{
"environment": "swe_main",
"trajectory": [
{
"action": "create reproduce.py\n",
"observation": "[File: /marshmallow-code__marshmallow/reproduce.py (1 lines total)]\n1:\n",
"response": "Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.\n```\ncreate reproduce.py\n```",
"state": "{\"open_file\": \"n/a\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.\n"
},
{
"action": "edit 1:1\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\nend_of_edit\n",
"observation": "[File: /marshmallow-code__marshmallow/reproduce.py (9 lines total)]\n1:from marshmallow.fields import TimeDelta\n2:from datetime import timedelta\n3:\n4:td_field = TimeDelta(precision=\"milliseconds\")\n5:\n6:obj = dict()\n7:obj[\"td_field\"] = timedelta(milliseconds=345)\n8:\n9:print(td_field.serialize(\"td_field\", obj))\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n",
"response": "Now let's paste in the example code from the issue.\n```\nedit 1:1\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\nend_of_edit\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "Now let's paste in the example code from the issue.\n"
},
{
"action": "python reproduce.py\n",
"observation": "344\n",
"response": "Now let's run the code to see if we see the same output as the issue.\n```\npython reproduce.py\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "Now let's run the code to see if we see the same output as the issue.\n"
},
{
"action": "ls -F\n",
"observation": "AUTHORS.rst\nCHANGELOG.rst\nCODE_OF_CONDUCT.md\nCONTRIBUTING.rst\nLICENSE\nMANIFEST.in\nNOTICE\nREADME.rst\nRELEASING.md\nazure-pipelines.yml\ndocs/\nexamples/\nperformance/\npyproject.toml\nreproduce.py\nsetup.cfg\nsetup.py\nsrc/\ntests/\ntox.ini\n",
"response": "We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.\n```\nls -F\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.\n"
},
{
"action": "find_file \"fields.py\" src\n",
"observation": "Found 1 matches for \"fields.py\" in /marshmallow-code__marshmallow/src:\n/marshmallow-code__marshmallow/src/marshmallow/fields.py\n",
"response": "It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.\n```\nfind_file \"fields.py\" src\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.\n"
},
{
"action": "open src/marshmallow/fields.py 1474\n",
"observation": "[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1458 more lines above)\n1459: self.WEEKS,\n1460: )\n1461:\n1462: if precision not in units:\n1463: msg = 'The precision must be {} or \"{}\".'.format(\n1464: \", \".join([f'\"{each}\"' for each in units[:-1]]), units[-1]\n1465: )\n1466: raise ValueError(msg)\n1467:\n1468: self.precision = precision\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(value.total_seconds() / base_unit.total_seconds())\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n1481: raise self.make_error(\"invalid\") from error\n1482:\n1483: kwargs = {self.precision: value}\n1484:\n1485: try:\n1486: return dt.timedelta(**kwargs)\n1487: except OverflowError as error:\n1488: raise self.make_error(\"invalid\") from error\n1489:\n1490:\n1491:class Mapping(Field):\n1492: \"\"\"An abstract class for objects with key-value pairs.\n1493:\n1494: :param keys: A field class or instance for dict keys.\n1495: :param values: A field class or instance for dict values.\n1496: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1497:\n1498: .. note::\n1499: When the structure of nested data is not known, you may omit the\n1500: `keys` and `values` arguments to prevent content validation.\n1501:\n1502: .. versionadded:: 3.0.0rc4\n1503: \"\"\"\n1504:\n1505: mapping_type = dict\n1506:\n1507: #: Default error messages.\n1508: default_error_messages = {\"invalid\": \"Not a valid mapping type.\"}\n1509:\n1510: def __init__(\n1511: self,\n1512: keys: typing.Optional[typing.Union[Field, type]] = None,\n1513: values: typing.Optional[typing.Union[Field, type]] = None,\n1514: **kwargs,\n1515: ):\n1516: super().__init__(**kwargs)\n1517: if keys is None:\n1518: self.key_field = None\n1519: else:\n1520: try:\n1521: self.key_field = resolve_field_instance(keys)\n1522: except FieldInstanceResolutionError as error:\n1523: raise ValueError(\n1524: '\"keys\" must be a subclass or instance of '\n1525: \"marshmallow.base.FieldABC.\"\n1526: ) from error\n1527:\n1528: if values is None:\n1529: self.value_field = None\n1530: else:\n1531: try:\n1532: self.value_field = resolve_field_instance(values)\n1533: except FieldInstanceResolutionError as error:\n1534: raise ValueError(\n1535: '\"values\" must be a subclass or instance of '\n1536: \"marshmallow.base.FieldABC.\"\n1537: ) from error\n1538: if isinstance(self.value_field, Nested):\n1539: self.only = self.value_field.only\n1540: self.exclude = self.value_field.exclude\n1541:\n1542: def _bind_to_schema(self, field_name, schema):\n1543: super()._bind_to_schema(field_name, schema)\n1544: if self.value_field:\n1545: self.value_field = copy.deepcopy(self.value_field)\n1546: self.value_field._bind_to_schema(field_name, self)\n1547: if isinstance(self.value_field, Nested):\n1548: self.value_field.only = self.only\n1549: self.value_field.exclude = self.exclude\n1550: if self.key_field:\n1551: self.key_field = copy.deepcopy(self.key_field)\n1552: self.key_field._bind_to_schema(field_name, self)\n1553:\n1554: def _serialize(self, value, attr, obj, **kwargs):\n1555: if value is None:\n1556: return None\n1557: if not self.value_field and not self.key_field:\n1558: return self.mapping_type(value)\n(439 more lines below)\n",
"response": "It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.\n```\nopen src/marshmallow/fields.py 1474\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.\n"
},
{
"action": "edit 1475:1475\nreturn int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n",
"observation": "Your proposed edit has introduced new syntax error(s). Please understand the fixes and retry your edit commmand.\n\nERRORS:\n- E999 IndentationError: unexpected indent\n\nThis is how your edit would have looked if applied\n-------------------------------------------------\n[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1468 more lines above)\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475:return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n(518 more lines below)\n-------------------------------------------------\n\nThis is the original code before your edit\n-------------------------------------------------\n[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1469 more lines above)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(value.total_seconds() / base_unit.total_seconds())\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n(517 more lines below)\n-------------------------------------------------\nYour changes have NOT been applied. Please fix your edit command and try again.\nYou either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.\nDO NOT re-run the same failed edit command. Running it again will lead to the same error.\n",
"response": "We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475.To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.\n```\nedit 1475:1475\nreturn int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475.To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.\n"
},
{
"action": "edit 1475:1475\n return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n",
"observation": "[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1424 more lines above)\n1425:\n1426: :param precision: Influences how the integer is interpreted during\n1427: (de)serialization. Must be 'days', 'seconds', 'microseconds',\n1428: 'milliseconds', 'minutes', 'hours' or 'weeks'.\n1429: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1430:\n1431: .. versionchanged:: 2.0.0\n1432: Always serializes to an integer value to avoid rounding errors.\n1433: Add `precision` parameter.\n1434: \"\"\"\n1435:\n1436: DAYS = \"days\"\n1437: SECONDS = \"seconds\"\n1438: MICROSECONDS = \"microseconds\"\n1439: MILLISECONDS = \"milliseconds\"\n1440: MINUTES = \"minutes\"\n1441: HOURS = \"hours\"\n1442: WEEKS = \"weeks\"\n1443:\n1444: #: Default error messages.\n1445: default_error_messages = {\n1446: \"invalid\": \"Not a valid period of time.\",\n1447: \"format\": \"{input!r} cannot be formatted as a timedelta.\",\n1448: }\n1449:\n1450: def __init__(self, precision: str = SECONDS, **kwargs):\n1451: precision = precision.lower()\n1452: units = (\n1453: self.DAYS,\n1454: self.SECONDS,\n1455: self.MICROSECONDS,\n1456: self.MILLISECONDS,\n1457: self.MINUTES,\n1458: self.HOURS,\n1459: self.WEEKS,\n1460: )\n1461:\n1462: if precision not in units:\n1463: msg = 'The precision must be {} or \"{}\".'.format(\n1464: \", \".join([f'\"{each}\"' for each in units[:-1]]), units[-1]\n1465: )\n1466: raise ValueError(msg)\n1467:\n1468: self.precision = precision\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n1481: raise self.make_error(\"invalid\") from error\n1482:\n1483: kwargs = {self.precision: value}\n1484:\n1485: try:\n1486: return dt.timedelta(**kwargs)\n1487: except OverflowError as error:\n1488: raise self.make_error(\"invalid\") from error\n1489:\n1490:\n1491:class Mapping(Field):\n1492: \"\"\"An abstract class for objects with key-value pairs.\n1493:\n1494: :param keys: A field class or instance for dict keys.\n1495: :param values: A field class or instance for dict values.\n1496: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1497:\n1498: .. note::\n1499: When the structure of nested data is not known, you may omit the\n1500: `keys` and `values` arguments to prevent content validation.\n1501:\n1502: .. versionadded:: 3.0.0rc4\n1503: \"\"\"\n1504:\n1505: mapping_type = dict\n1506:\n1507: #: Default error messages.\n1508: default_error_messages = {\"invalid\": \"Not a valid mapping type.\"}\n1509:\n1510: def __init__(\n1511: self,\n1512: keys: typing.Optional[typing.Union[Field, type]] = None,\n1513: values: typing.Optional[typing.Union[Field, type]] = None,\n1514: **kwargs,\n1515: ):\n1516: super().__init__(**kwargs)\n1517: if keys is None:\n1518: self.key_field = None\n1519: else:\n1520: try:\n1521: self.key_field = resolve_field_instance(keys)\n1522: except FieldInstanceResolutionError as error:\n1523: raise ValueError(\n1524: '\"keys\" must be a subclass or instance of '\n(473 more lines below)\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n",
"response": "My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.\n```\nedit 1475:1475\n return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.\n"
},
{
"action": "python reproduce.py\n",
"observation": "345\n",
"response": "The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that \"Current directory\" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.\n```\npython reproduce.py\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that \"Current directory\" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.\n"
},
{
"action": "rm reproduce.py\n",
"observation": "",
"response": "The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.\n```\nrm reproduce.py\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.\n"
},
{
"action": "submit\n",
"observation": "\ndiff --git a/src/marshmallow/fields.py b/src/marshmallow/fields.py\nindex ad388c7..20da768 100644\n--- a/src/marshmallow/fields.py\n+++ b/src/marshmallow/fields.py\n@@ -1472,7 +1472,7 @@ class TimeDelta(Field):\n if value is None:\n return None\n base_unit = dt.timedelta(**{self.precision: 1})\n- return int(value.total_seconds() / base_unit.total_seconds())\n+ return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n \n def _deserialize(self, value, attr, data, **kwargs):\n try:\n",
"response": "rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we should submit our changes to the code base. Let's submit the changes using the `submit` command.\n```\nsubmit\n```",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we should submit our changes to the code base. Let's submit the changes using the `submit` command.\n"
}
],
"history": [
{
"message_type": "system_prompt",
"role": "system",
"content": "SETTING: You are an autonomous programmer, and you're working directly in the command line with a special interface.\n\nThe special interface consists of a file editor that shows you 100 lines of a file at a time.\nIn addition to typical bash commands, you can also use the following commands to help you navigate and edit files.\n\nCOMMANDS:\nopen <path> [<line_number>] - opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line\ngoto <line_number> - moves the window to show <line_number>\nscroll_down - moves the window down 100 lines\nscroll_down - moves the window down 100 lines\nget_symbols [<path>] - gets all of the symbols in the given file (defaults to current open file if no file is provided)\ncreate <filename> - creates and opens a new file with the given name\nsubmit - submits your current code and terminates the session\nsearch_dir <search_term> [<dir>] - searches for search_term in all files in dir. If dir is not provided, searches in the current directory\nsearch_file <search_term> [<file>] - searches for search_term in file. If file is not provided, searches in the current open file\nfind_file <file_name> [<dir>] - finds all files with the given name in dir. If dir is not provided, searches in the current directory\nedit <start_line>:<end_line>\n<replacement_text>\nend_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again.\nsummarize <path> - gets a summary of the given file\n\n\nPlease note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. \nIf you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.\n\nRESPONSE FORMAT:\nYour shell prompt is formatted as follows:\n(Open file: <path>) <cwd> $\n\nYou need to format your output using two fields; discussion and command.\nYour output should always include _one_ discussion and _one_ command field EXACTLY as in the following example:\nDISCUSSION\nFirst I'll start by using ls to see what files are in the current directory. Then maybe we can look at some relevant files to see what they look like.\n```\nls -a\n```\n\nYou should only include a *SINGLE* command in the command section and then wait for a response from the shell before continuing with more discussion and commands. Everything you include in the DISCUSSION section will be saved for future reference.\nIf you'd like to issue two commands at once, PLEASE DO NOT DO THAT! Please instead first submit just the first command, and then after receiving a response you'll be able to issue the second command. \nYou're free to use any other bash commands you want (e.g. find, grep, cat, ls, cd) in addition to the special commands listed above.\nHowever, the environment does NOT support interactive session commands (e.g. python, vim), so please do not invoke them.",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "We're currently solving the following issue within our repository. Here's the issue text:\nISSUE:\nTimeDelta serialization precision\nHi there!\n\nI just found quite strange behaviour of `TimeDelta` field serialization\n\n```python3\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\n```\n\nOutput of this snippet is `344`, but it seems that `345` is correct.\n\nLooks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474\n\n\nINSTRUCTIONS:\nNow, you're going to solve this issue on your own. Your terminal session has started and you're in the repository's root directory. You can use any bash commands or the special interface to help you. Edit all the files you need to and run any checks or tests that you want. \nRemember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command. \nWhen you're satisfied with all of the changes you've made, you can submit your changes to the code base by simply running the submit command.\nNote however that you cannot use any interactive session commands (e.g. python, vim) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.\n\nNOTE ABOUT THE EDIT COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line! \n\nIMPORTANT TIPS:\n1. Always start by trying to replicate the bug that the issues discusses. \n If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment, and run it to make sure you can reproduce the bug.\n Then start trying to fix it.\n When you think you've fixed the bug, re-run the bug reproduction script to make sure that the bug has indeed been fixed.\n \n If the bug reproduction script does not print anything when it succesfully runs, we recommend adding a print(\"Script completed successfully, no errors.\") command at the end of the file,\n so that you can be sure that the script indeed ran fine all the way through. \n\n2. If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it!\n\n3. If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, don't just use the scroll_down command multiple times. Instead, use the goto 583 command. It's much quicker. \n \n4. If the bug reproduction script requires inputting/reading a specific file, such as buggy-input.png, and you'd like to understand how to input that file, conduct a search in the existing repo code, to see whether someone else has already done that. Do this by running the command: find_file \"buggy-input.png\" If that doensn't work, use the linux 'find' command. \n\n5. Always make sure to look at the currently open file and the current working directory (which appears right after the currently open file). The currently open file might be in a different directory than the working directory! Note that some commands, such as 'create', open files, so they might change the current open file.\n\n6. When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.\n \n\n(Open file: n/a)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.\n```\ncreate reproduce.py\n```",
"thought": "Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.\n",
"action": "create reproduce.py\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "[File: /marshmallow-code__marshmallow/reproduce.py (1 lines total)]\n1:\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "Now let's paste in the example code from the issue.\n```\nedit 1:1\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\nend_of_edit\n```",
"thought": "Now let's paste in the example code from the issue.\n",
"action": "edit 1:1\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\nend_of_edit\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "[File: /marshmallow-code__marshmallow/reproduce.py (9 lines total)]\n1:from marshmallow.fields import TimeDelta\n2:from datetime import timedelta\n3:\n4:td_field = TimeDelta(precision=\"milliseconds\")\n5:\n6:obj = dict()\n7:obj[\"td_field\"] = timedelta(milliseconds=345)\n8:\n9:print(td_field.serialize(\"td_field\", obj))\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "Now let's run the code to see if we see the same output as the issue.\n```\npython reproduce.py\n```",
"thought": "Now let's run the code to see if we see the same output as the issue.\n",
"action": "python reproduce.py\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "344\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.\n```\nls -F\n```",
"thought": "We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.\n",
"action": "ls -F\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "AUTHORS.rst\nCHANGELOG.rst\nCODE_OF_CONDUCT.md\nCONTRIBUTING.rst\nLICENSE\nMANIFEST.in\nNOTICE\nREADME.rst\nRELEASING.md\nazure-pipelines.yml\ndocs/\nexamples/\nperformance/\npyproject.toml\nreproduce.py\nsetup.cfg\nsetup.py\nsrc/\ntests/\ntox.ini\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.\n```\nfind_file \"fields.py\" src\n```",
"thought": "It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.\n",
"action": "find_file \"fields.py\" src\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "Found 1 matches for \"fields.py\" in /marshmallow-code__marshmallow/src:\n/marshmallow-code__marshmallow/src/marshmallow/fields.py\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.\n```\nopen src/marshmallow/fields.py 1474\n```",
"thought": "It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.\n",
"action": "open src/marshmallow/fields.py 1474\n",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1458 more lines above)\n1459: self.WEEKS,\n1460: )\n1461:\n1462: if precision not in units:\n1463: msg = 'The precision must be {} or \"{}\".'.format(\n1464: \", \".join([f'\"{each}\"' for each in units[:-1]]), units[-1]\n1465: )\n1466: raise ValueError(msg)\n1467:\n1468: self.precision = precision\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(value.total_seconds() / base_unit.total_seconds())\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n1481: raise self.make_error(\"invalid\") from error\n1482:\n1483: kwargs = {self.precision: value}\n1484:\n1485: try:\n1486: return dt.timedelta(**kwargs)\n1487: except OverflowError as error:\n1488: raise self.make_error(\"invalid\") from error\n1489:\n1490:\n1491:class Mapping(Field):\n1492: \"\"\"An abstract class for objects with key-value pairs.\n1493:\n1494: :param keys: A field class or instance for dict keys.\n1495: :param values: A field class or instance for dict values.\n1496: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1497:\n1498: .. note::\n1499: When the structure of nested data is not known, you may omit the\n1500: `keys` and `values` arguments to prevent content validation.\n1501:\n1502: .. versionadded:: 3.0.0rc4\n1503: \"\"\"\n1504:\n1505: mapping_type = dict\n1506:\n1507: #: Default error messages.\n1508: default_error_messages = {\"invalid\": \"Not a valid mapping type.\"}\n1509:\n1510: def __init__(\n1511: self,\n1512: keys: typing.Optional[typing.Union[Field, type]] = None,\n1513: values: typing.Optional[typing.Union[Field, type]] = None,\n1514: **kwargs,\n1515: ):\n1516: super().__init__(**kwargs)\n1517: if keys is None:\n1518: self.key_field = None\n1519: else:\n1520: try:\n1521: self.key_field = resolve_field_instance(keys)\n1522: except FieldInstanceResolutionError as error:\n1523: raise ValueError(\n1524: '\"keys\" must be a subclass or instance of '\n1525: \"marshmallow.base.FieldABC.\"\n1526: ) from error\n1527:\n1528: if values is None:\n1529: self.value_field = None\n1530: else:\n1531: try:\n1532: self.value_field = resolve_field_instance(values)\n1533: except FieldInstanceResolutionError as error:\n1534: raise ValueError(\n1535: '\"values\" must be a subclass or instance of '\n1536: \"marshmallow.base.FieldABC.\"\n1537: ) from error\n1538: if isinstance(self.value_field, Nested):\n1539: self.only = self.value_field.only\n1540: self.exclude = self.value_field.exclude\n1541:\n1542: def _bind_to_schema(self, field_name, schema):\n1543: super()._bind_to_schema(field_name, schema)\n1544: if self.value_field:\n1545: self.value_field = copy.deepcopy(self.value_field)\n1546: self.value_field._bind_to_schema(field_name, self)\n1547: if isinstance(self.value_field, Nested):\n1548: self.value_field.only = self.only\n1549: self.value_field.exclude = self.exclude\n1550: if self.key_field:\n1551: self.key_field = copy.deepcopy(self.key_field)\n1552: self.key_field._bind_to_schema(field_name, self)\n1553:\n1554: def _serialize(self, value, attr, obj, **kwargs):\n1555: if value is None:\n1556: return None\n1557: if not self.value_field and not self.key_field:\n1558: return self.mapping_type(value)\n(439 more lines below)\n\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
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"content": "We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475.To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.\n```\nedit 1475:1475\nreturn int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n```",
"thought": "We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475.To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.\n",
"action": "edit 1475:1475\nreturn int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n",
"agent": "primary"
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"message_type": "observation",
"role": "user",
"content": "Your proposed edit has introduced new syntax error(s). Please understand the fixes and retry your edit commmand.\n\nERRORS:\n- E999 IndentationError: unexpected indent\n\nThis is how your edit would have looked if applied\n-------------------------------------------------\n[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1468 more lines above)\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475:return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n(518 more lines below)\n-------------------------------------------------\n\nThis is the original code before your edit\n-------------------------------------------------\n[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1469 more lines above)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(value.total_seconds() / base_unit.total_seconds())\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n(517 more lines below)\n-------------------------------------------------\nYour changes have NOT been applied. Please fix your edit command and try again.\nYou either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.\nDO NOT re-run the same failed edit command. Running it again will lead to the same error.\n\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
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"content": "My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.\n```\nedit 1475:1475\n return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n```",
"thought": "My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.\n",
"action": "edit 1475:1475\n return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n",
"agent": "primary"
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"role": "user",
"content": "[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1424 more lines above)\n1425:\n1426: :param precision: Influences how the integer is interpreted during\n1427: (de)serialization. Must be 'days', 'seconds', 'microseconds',\n1428: 'milliseconds', 'minutes', 'hours' or 'weeks'.\n1429: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1430:\n1431: .. versionchanged:: 2.0.0\n1432: Always serializes to an integer value to avoid rounding errors.\n1433: Add `precision` parameter.\n1434: \"\"\"\n1435:\n1436: DAYS = \"days\"\n1437: SECONDS = \"seconds\"\n1438: MICROSECONDS = \"microseconds\"\n1439: MILLISECONDS = \"milliseconds\"\n1440: MINUTES = \"minutes\"\n1441: HOURS = \"hours\"\n1442: WEEKS = \"weeks\"\n1443:\n1444: #: Default error messages.\n1445: default_error_messages = {\n1446: \"invalid\": \"Not a valid period of time.\",\n1447: \"format\": \"{input!r} cannot be formatted as a timedelta.\",\n1448: }\n1449:\n1450: def __init__(self, precision: str = SECONDS, **kwargs):\n1451: precision = precision.lower()\n1452: units = (\n1453: self.DAYS,\n1454: self.SECONDS,\n1455: self.MICROSECONDS,\n1456: self.MILLISECONDS,\n1457: self.MINUTES,\n1458: self.HOURS,\n1459: self.WEEKS,\n1460: )\n1461:\n1462: if precision not in units:\n1463: msg = 'The precision must be {} or \"{}\".'.format(\n1464: \", \".join([f'\"{each}\"' for each in units[:-1]]), units[-1]\n1465: )\n1466: raise ValueError(msg)\n1467:\n1468: self.precision = precision\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n1481: raise self.make_error(\"invalid\") from error\n1482:\n1483: kwargs = {self.precision: value}\n1484:\n1485: try:\n1486: return dt.timedelta(**kwargs)\n1487: except OverflowError as error:\n1488: raise self.make_error(\"invalid\") from error\n1489:\n1490:\n1491:class Mapping(Field):\n1492: \"\"\"An abstract class for objects with key-value pairs.\n1493:\n1494: :param keys: A field class or instance for dict keys.\n1495: :param values: A field class or instance for dict values.\n1496: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1497:\n1498: .. note::\n1499: When the structure of nested data is not known, you may omit the\n1500: `keys` and `values` arguments to prevent content validation.\n1501:\n1502: .. versionadded:: 3.0.0rc4\n1503: \"\"\"\n1504:\n1505: mapping_type = dict\n1506:\n1507: #: Default error messages.\n1508: default_error_messages = {\"invalid\": \"Not a valid mapping type.\"}\n1509:\n1510: def __init__(\n1511: self,\n1512: keys: typing.Optional[typing.Union[Field, type]] = None,\n1513: values: typing.Optional[typing.Union[Field, type]] = None,\n1514: **kwargs,\n1515: ):\n1516: super().__init__(**kwargs)\n1517: if keys is None:\n1518: self.key_field = None\n1519: else:\n1520: try:\n1521: self.key_field = resolve_field_instance(keys)\n1522: except FieldInstanceResolutionError as error:\n1523: raise ValueError(\n1524: '\"keys\" must be a subclass or instance of '\n(473 more lines below)\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
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"content": "The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that \"Current directory\" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.\n```\npython reproduce.py\n```",
"thought": "The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that \"Current directory\" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.\n",
"action": "python reproduce.py\n",
"agent": "primary"
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"message_type": "observation",
"role": "user",
"content": "345\n\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
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"content": "The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.\n```\nrm reproduce.py\n```",
"thought": "The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.\n",
"action": "rm reproduce.py\n",
"agent": "primary"
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"message_type": "observation",
"role": "user",
"content": "Your command ran successfully and did not produce any output.\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
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"content": "rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we should submit our changes to the code base. Let's submit the changes using the `submit` command.\n```\nsubmit\n```",
"thought": "rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we should submit our changes to the code base. Let's submit the changes using the `submit` command.\n",
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"submission": "\ndiff --git a/src/marshmallow/fields.py b/src/marshmallow/fields.py\nindex ad388c7..20da768 100644\n--- a/src/marshmallow/fields.py\n+++ b/src/marshmallow/fields.py\n@@ -1472,7 +1472,7 @@ class TimeDelta(Field):\n if value is None:\n return None\n base_unit = dt.timedelta(**{self.precision: 1})\n- return int(value.total_seconds() / base_unit.total_seconds())\n+ return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n \n def _deserialize(self, value, attr, data, **kwargs):\n try:\n",
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"per_instance_cost_limit": 3.0,
"total_cost_limit": 0.0,
"temperature": 1.0,
"top_p": 1.0,
"api_base": null,
"api_version": null,
"api_key": null,
"stop": [],
"completion_kwargs": {},
"convert_system_to_user": false,
"retry": {
"retries": 5,
"min_wait": 1.0,
"max_wait": 15.0
}
},
"max_requeries": 3
},
"problem_statement": {
"text": "TimeDelta serialization precision\nHi there!\n\nI just found quite strange behaviour of `TimeDelta` field serialization\n\n```python3\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\n```\n\nOutput of this snippet is `344`, but it seems that `345` is correct.\n\nLooks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474\n",
"extra_fields": {},
"type": "text",
"id": "marshmallow-code__marshmallow-1867"
},
"output_dir": "DEFAULT",
"actions": {
"open_pr": false,
"pr_config": {
"skip_if_commits_reference_issue": true
},
"apply_patch_locally": false
},
"env_var_path": null
}
}

594
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{
"environment": "swe_main",
"trajectory": [
{
"action": "create reproduce.py",
"observation": "[File: /marshmallow-code__marshmallow/reproduce.py (1 lines total)]\n1:\n",
"response": "Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.\n<command>\ncreate reproduce.py\n</command>",
"state": "{\"open_file\": \"n/a\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it."
},
{
"action": "edit 1:1\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\nend_of_edit",
"observation": "[File: /marshmallow-code__marshmallow/reproduce.py (9 lines total)]\n1:from marshmallow.fields import TimeDelta\n2:from datetime import timedelta\n3:\n4:td_field = TimeDelta(precision=\"milliseconds\")\n5:\n6:obj = dict()\n7:obj[\"td_field\"] = timedelta(milliseconds=345)\n8:\n9:print(td_field.serialize(\"td_field\", obj))\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n",
"response": "Now let's paste in the example code from the issue.\n<command>\nedit 1:1\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\nend_of_edit\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "Now let's paste in the example code from the issue."
},
{
"action": "python reproduce.py",
"observation": "344\n",
"response": "Now let's run the code to see if we see the same output as the issue.\n<command>\npython reproduce.py\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "Now let's run the code to see if we see the same output as the issue."
},
{
"action": "ls -F",
"observation": "AUTHORS.rst\nCHANGELOG.rst\nCODE_OF_CONDUCT.md\nCONTRIBUTING.rst\nLICENSE\nMANIFEST.in\nNOTICE\nREADME.rst\nRELEASING.md\nazure-pipelines.yml\ndocs/\nexamples/\nperformance/\npyproject.toml\nreproduce.py\nsetup.cfg\nsetup.py\nsrc/\ntests/\ntox.ini\n",
"response": "We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.\n<command>\nls -F\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure."
},
{
"action": "find_file \"fields.py\" src",
"observation": "Found 1 matches for \"fields.py\" in /marshmallow-code__marshmallow/src:\n/marshmallow-code__marshmallow/src/marshmallow/fields.py\n",
"response": "It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.\n<command>\nfind_file \"fields.py\" src\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is."
},
{
"action": "open src/marshmallow/fields.py 1474",
"observation": "[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1458 more lines above)\n1459: self.WEEKS,\n1460: )\n1461:\n1462: if precision not in units:\n1463: msg = 'The precision must be {} or \"{}\".'.format(\n1464: \", \".join([f'\"{each}\"' for each in units[:-1]]), units[-1]\n1465: )\n1466: raise ValueError(msg)\n1467:\n1468: self.precision = precision\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(value.total_seconds() / base_unit.total_seconds())\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n1481: raise self.make_error(\"invalid\") from error\n1482:\n1483: kwargs = {self.precision: value}\n1484:\n1485: try:\n1486: return dt.timedelta(**kwargs)\n1487: except OverflowError as error:\n1488: raise self.make_error(\"invalid\") from error\n1489:\n1490:\n1491:class Mapping(Field):\n1492: \"\"\"An abstract class for objects with key-value pairs.\n1493:\n1494: :param keys: A field class or instance for dict keys.\n1495: :param values: A field class or instance for dict values.\n1496: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1497:\n1498: .. note::\n1499: When the structure of nested data is not known, you may omit the\n1500: `keys` and `values` arguments to prevent content validation.\n1501:\n1502: .. versionadded:: 3.0.0rc4\n1503: \"\"\"\n1504:\n1505: mapping_type = dict\n1506:\n1507: #: Default error messages.\n1508: default_error_messages = {\"invalid\": \"Not a valid mapping type.\"}\n1509:\n1510: def __init__(\n1511: self,\n1512: keys: typing.Optional[typing.Union[Field, type]] = None,\n1513: values: typing.Optional[typing.Union[Field, type]] = None,\n1514: **kwargs,\n1515: ):\n1516: super().__init__(**kwargs)\n1517: if keys is None:\n1518: self.key_field = None\n1519: else:\n1520: try:\n1521: self.key_field = resolve_field_instance(keys)\n1522: except FieldInstanceResolutionError as error:\n1523: raise ValueError(\n1524: '\"keys\" must be a subclass or instance of '\n1525: \"marshmallow.base.FieldABC.\"\n1526: ) from error\n1527:\n1528: if values is None:\n1529: self.value_field = None\n1530: else:\n1531: try:\n1532: self.value_field = resolve_field_instance(values)\n1533: except FieldInstanceResolutionError as error:\n1534: raise ValueError(\n1535: '\"values\" must be a subclass or instance of '\n1536: \"marshmallow.base.FieldABC.\"\n1537: ) from error\n1538: if isinstance(self.value_field, Nested):\n1539: self.only = self.value_field.only\n1540: self.exclude = self.value_field.exclude\n1541:\n1542: def _bind_to_schema(self, field_name, schema):\n1543: super()._bind_to_schema(field_name, schema)\n1544: if self.value_field:\n1545: self.value_field = copy.deepcopy(self.value_field)\n1546: self.value_field._bind_to_schema(field_name, self)\n1547: if isinstance(self.value_field, Nested):\n1548: self.value_field.only = self.only\n1549: self.value_field.exclude = self.exclude\n1550: if self.key_field:\n1551: self.key_field = copy.deepcopy(self.key_field)\n1552: self.key_field._bind_to_schema(field_name, self)\n1553:\n1554: def _serialize(self, value, attr, obj, **kwargs):\n1555: if value is None:\n1556: return None\n1557: if not self.value_field and not self.key_field:\n1558: return self.mapping_type(value)\n(439 more lines below)\n",
"response": "It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.\n<command>\nopen src/marshmallow/fields.py 1474\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/reproduce.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization."
},
{
"action": "edit 1475:1475\nreturn int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit",
"observation": "Your proposed edit has introduced new syntax error(s). Please understand the fixes and retry your edit commmand.\n\nERRORS:\n- E999 IndentationError: unexpected indent\n\nThis is how your edit would have looked if applied\n-------------------------------------------------\n[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1468 more lines above)\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475:return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n(518 more lines below)\n-------------------------------------------------\n\nThis is the original code before your edit\n-------------------------------------------------\n[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1469 more lines above)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(value.total_seconds() / base_unit.total_seconds())\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n(517 more lines below)\n-------------------------------------------------\nYour changes have NOT been applied. Please fix your edit command and try again.\nYou either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.\nDO NOT re-run the same failed edit command. Running it again will lead to the same error.\n",
"response": "We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475.To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.\n<command>\nedit 1475:1475\nreturn int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475.To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code."
},
{
"action": "edit 1475:1475\n return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit",
"observation": "[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1424 more lines above)\n1425:\n1426: :param precision: Influences how the integer is interpreted during\n1427: (de)serialization. Must be 'days', 'seconds', 'microseconds',\n1428: 'milliseconds', 'minutes', 'hours' or 'weeks'.\n1429: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1430:\n1431: .. versionchanged:: 2.0.0\n1432: Always serializes to an integer value to avoid rounding errors.\n1433: Add `precision` parameter.\n1434: \"\"\"\n1435:\n1436: DAYS = \"days\"\n1437: SECONDS = \"seconds\"\n1438: MICROSECONDS = \"microseconds\"\n1439: MILLISECONDS = \"milliseconds\"\n1440: MINUTES = \"minutes\"\n1441: HOURS = \"hours\"\n1442: WEEKS = \"weeks\"\n1443:\n1444: #: Default error messages.\n1445: default_error_messages = {\n1446: \"invalid\": \"Not a valid period of time.\",\n1447: \"format\": \"{input!r} cannot be formatted as a timedelta.\",\n1448: }\n1449:\n1450: def __init__(self, precision: str = SECONDS, **kwargs):\n1451: precision = precision.lower()\n1452: units = (\n1453: self.DAYS,\n1454: self.SECONDS,\n1455: self.MICROSECONDS,\n1456: self.MILLISECONDS,\n1457: self.MINUTES,\n1458: self.HOURS,\n1459: self.WEEKS,\n1460: )\n1461:\n1462: if precision not in units:\n1463: msg = 'The precision must be {} or \"{}\".'.format(\n1464: \", \".join([f'\"{each}\"' for each in units[:-1]]), units[-1]\n1465: )\n1466: raise ValueError(msg)\n1467:\n1468: self.precision = precision\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n1481: raise self.make_error(\"invalid\") from error\n1482:\n1483: kwargs = {self.precision: value}\n1484:\n1485: try:\n1486: return dt.timedelta(**kwargs)\n1487: except OverflowError as error:\n1488: raise self.make_error(\"invalid\") from error\n1489:\n1490:\n1491:class Mapping(Field):\n1492: \"\"\"An abstract class for objects with key-value pairs.\n1493:\n1494: :param keys: A field class or instance for dict keys.\n1495: :param values: A field class or instance for dict values.\n1496: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1497:\n1498: .. note::\n1499: When the structure of nested data is not known, you may omit the\n1500: `keys` and `values` arguments to prevent content validation.\n1501:\n1502: .. versionadded:: 3.0.0rc4\n1503: \"\"\"\n1504:\n1505: mapping_type = dict\n1506:\n1507: #: Default error messages.\n1508: default_error_messages = {\"invalid\": \"Not a valid mapping type.\"}\n1509:\n1510: def __init__(\n1511: self,\n1512: keys: typing.Optional[typing.Union[Field, type]] = None,\n1513: values: typing.Optional[typing.Union[Field, type]] = None,\n1514: **kwargs,\n1515: ):\n1516: super().__init__(**kwargs)\n1517: if keys is None:\n1518: self.key_field = None\n1519: else:\n1520: try:\n1521: self.key_field = resolve_field_instance(keys)\n1522: except FieldInstanceResolutionError as error:\n1523: raise ValueError(\n1524: '\"keys\" must be a subclass or instance of '\n(473 more lines below)\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n",
"response": "My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.\n<command>\nedit 1475:1475\n return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command."
},
{
"action": "python reproduce.py",
"observation": "345\n",
"response": "The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that \"Current directory\" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.\n<command>\npython reproduce.py\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that \"Current directory\" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly."
},
{
"action": "rm reproduce.py",
"observation": "",
"response": "The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.\n<command>\nrm reproduce.py\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed."
},
{
"action": "submit",
"observation": "\ndiff --git a/src/marshmallow/fields.py b/src/marshmallow/fields.py\nindex ad388c7..20da768 100644\n--- a/src/marshmallow/fields.py\n+++ b/src/marshmallow/fields.py\n@@ -1472,7 +1472,7 @@ class TimeDelta(Field):\n if value is None:\n return None\n base_unit = dt.timedelta(**{self.precision: 1})\n- return int(value.total_seconds() / base_unit.total_seconds())\n+ return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n \n def _deserialize(self, value, attr, data, **kwargs):\n try:\n",
"response": "rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we should submit our changes to the code base. Let's submit the changes using the `submit` command.\n<command>\nsubmit\n</command>",
"state": "{\"open_file\": \"/marshmallow-code__marshmallow/src/marshmallow/fields.py\", \"working_dir\": \"/marshmallow-code__marshmallow\"}\n",
"thought": "rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we should submit our changes to the code base. Let's submit the changes using the `submit` command."
}
],
"history": [
{
"message_type": "system_prompt",
"role": "system",
"content": "SETTING: You are an autonomous programmer, and you're working directly in the command line with a special interface.\n\nThe special interface consists of a file editor that shows you 100 lines of a file at a time.\nIn addition to typical bash commands, you can also use the following commands to help you navigate and edit files.\n\nCOMMANDS:\nopen <path> [<line_number>] - opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line\ngoto <line_number> - moves the window to show <line_number>\nscroll_down - moves the window down 100 lines\nscroll_down - moves the window down 100 lines\nget_symbols [<path>] - gets all of the symbols in the given file (defaults to current open file if no file is provided)\ncreate <filename> - creates and opens a new file with the given name\nsubmit - submits your current code and terminates the session\nsearch_dir <search_term> [<dir>] - searches for search_term in all files in dir. If dir is not provided, searches in the current directory\nsearch_file <search_term> [<file>] - searches for search_term in file. If file is not provided, searches in the current open file\nfind_file <file_name> [<dir>] - finds all files with the given name in dir. If dir is not provided, searches in the current directory\nedit <start_line>:<end_line>\n<replacement_text>\nend_of_edit - replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed. Simply try to edit the file again, but make sure to read the error message and modify the edit command you issue accordingly. Issuing the same command a second time will just lead to the same error message again.\nsummarize <path> - gets a summary of the given file\n\n\nPlease note that THE EDIT COMMAND REQUIRES PROPER INDENTATION. \nIf you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.\n\nRESPONSE FORMAT:\nYour shell prompt is formatted as follows:\n(Open file: <path>) <cwd> $\n\nYou need to format your output using two fields; discussion and command.\nYour output should always include _one_ discussion and _one_ command field EXACTLY as in the following example:\nDISCUSSION\nFirst I'll start by using ls to see what files are in the current directory. Then maybe we can look at some relevant files to see what they look like.\n<command>\nls -a\n</command>\n\nYou should only include a *SINGLE* command in the command section and then wait for a response from the shell before continuing with more discussion and commands. Everything you include in the DISCUSSION section will be saved for future reference.\nIf you'd like to issue two commands at once, PLEASE DO NOT DO THAT! Please instead first submit just the first command, and then after receiving a response you'll be able to issue the second command. \nYou're free to use any other bash commands you want (e.g. find, grep, cat, ls, cd) in addition to the special commands listed above.\nHowever, the environment does NOT support interactive session commands (e.g. python, vim), so please do not invoke them.",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "We're currently solving the following issue within our repository. Here's the issue text:\nISSUE:\nTimeDelta serialization precision\nHi there!\n\nI just found quite strange behaviour of `TimeDelta` field serialization\n\n```python3\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\n```\n\nOutput of this snippet is `344`, but it seems that `345` is correct.\n\nLooks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474\n\n\nINSTRUCTIONS:\nNow, you're going to solve this issue on your own. Your terminal session has started and you're in the repository's root directory. You can use any bash commands or the special interface to help you. Edit all the files you need to and run any checks or tests that you want. \nRemember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command. \nWhen you're satisfied with all of the changes you've made, you can submit your changes to the code base by simply running the submit command.\nNote however that you cannot use any interactive session commands (e.g. python, vim) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.\n\nNOTE ABOUT THE EDIT COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!\n\nIMPORTANT TIPS:\n1. Always start by trying to replicate the bug that the issues discusses. \n If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment, and run it to make sure you can reproduce the bug.\n Then start trying to fix it.\n When you think you've fixed the bug, re-run the bug reproduction script to make sure that the bug has indeed been fixed.\n \n If the bug reproduction script does not print anything when it succesfully runs, we recommend adding a print(\"Script completed successfully, no errors.\") command at the end of the file,\n so that you can be sure that the script indeed ran fine all the way through. \n\n2. If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it!\n\n3. If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, don't just use the scroll_down command multiple times. Instead, use the goto 583 command. It's much quicker. \n \n4. If the bug reproduction script requires inputting/reading a specific file, such as buggy-input.png, and you'd like to understand how to input that file, conduct a search in the existing repo code, to see whether someone else has already done that. Do this by running the command: find_file \"buggy-input.png\" If that doensn't work, use the linux 'find' command. \n\n5. Always make sure to look at the currently open file and the current working directory (which appears right after the currently open file). The currently open file might be in a different directory than the working directory! Note that some commands, such as 'create', open files, so they might change the current open file.\n\n6. When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.\n \n\n(Open file: n/a)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
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{
"message_type": "action",
"role": "assistant",
"content": "Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.\n<command>\ncreate reproduce.py\n</command>",
"thought": "Let's first start by reproducing the results of the issue. The issue includes some example code for reproduction, which we can use. We'll create a new file called `reproduce.py` and paste the example code into it.",
"action": "create reproduce.py",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "[File: /marshmallow-code__marshmallow/reproduce.py (1 lines total)]\n1:\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
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{
"message_type": "action",
"role": "assistant",
"content": "Now let's paste in the example code from the issue.\n<command>\nedit 1:1\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\nend_of_edit\n</command>",
"thought": "Now let's paste in the example code from the issue.",
"action": "edit 1:1\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\nend_of_edit",
"agent": "primary"
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{
"message_type": "observation",
"role": "user",
"content": "[File: /marshmallow-code__marshmallow/reproduce.py (9 lines total)]\n1:from marshmallow.fields import TimeDelta\n2:from datetime import timedelta\n3:\n4:td_field = TimeDelta(precision=\"milliseconds\")\n5:\n6:obj = dict()\n7:obj[\"td_field\"] = timedelta(milliseconds=345)\n8:\n9:print(td_field.serialize(\"td_field\", obj))\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "Now let's run the code to see if we see the same output as the issue.\n<command>\npython reproduce.py\n</command>",
"thought": "Now let's run the code to see if we see the same output as the issue.",
"action": "python reproduce.py",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "344\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.\n<command>\nls -F\n</command>",
"thought": "We are indeed seeing the same output as the issue. The issue suggests that we should look at line 1474 of the `fields.py` file to see if there is a rounding issue. Let's open the `fields.py` file and navigate to line 1474 to see the relevant code. First we should find the `fields.py` file in the repository. It is likely to be in the `src/marshmallow` directory, but we should check to be sure.",
"action": "ls -F",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "AUTHORS.rst\nCHANGELOG.rst\nCODE_OF_CONDUCT.md\nCONTRIBUTING.rst\nLICENSE\nMANIFEST.in\nNOTICE\nREADME.rst\nRELEASING.md\nazure-pipelines.yml\ndocs/\nexamples/\nperformance/\npyproject.toml\nreproduce.py\nsetup.cfg\nsetup.py\nsrc/\ntests/\ntox.ini\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.\n<command>\nfind_file \"fields.py\" src\n</command>",
"thought": "It looks like the `src` directory is present, which suggests that the `fields.py` file is likely to be in the `src` directory. Let's use find_file to see where it is.",
"action": "find_file \"fields.py\" src",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "Found 1 matches for \"fields.py\" in /marshmallow-code__marshmallow/src:\n/marshmallow-code__marshmallow/src/marshmallow/fields.py\n\n(Open file: /marshmallow-code__marshmallow/reproduce.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.\n<command>\nopen src/marshmallow/fields.py 1474\n</command>",
"thought": "It looks like the `fields.py` file is present in the `./src/marshmallow/` directory. The issue also points to a specific URL with line number 1474. We should navigate to that line in fields.py to see the relevant code for the `TimeDelta` serialization.",
"action": "open src/marshmallow/fields.py 1474",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1458 more lines above)\n1459: self.WEEKS,\n1460: )\n1461:\n1462: if precision not in units:\n1463: msg = 'The precision must be {} or \"{}\".'.format(\n1464: \", \".join([f'\"{each}\"' for each in units[:-1]]), units[-1]\n1465: )\n1466: raise ValueError(msg)\n1467:\n1468: self.precision = precision\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(value.total_seconds() / base_unit.total_seconds())\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n1481: raise self.make_error(\"invalid\") from error\n1482:\n1483: kwargs = {self.precision: value}\n1484:\n1485: try:\n1486: return dt.timedelta(**kwargs)\n1487: except OverflowError as error:\n1488: raise self.make_error(\"invalid\") from error\n1489:\n1490:\n1491:class Mapping(Field):\n1492: \"\"\"An abstract class for objects with key-value pairs.\n1493:\n1494: :param keys: A field class or instance for dict keys.\n1495: :param values: A field class or instance for dict values.\n1496: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1497:\n1498: .. note::\n1499: When the structure of nested data is not known, you may omit the\n1500: `keys` and `values` arguments to prevent content validation.\n1501:\n1502: .. versionadded:: 3.0.0rc4\n1503: \"\"\"\n1504:\n1505: mapping_type = dict\n1506:\n1507: #: Default error messages.\n1508: default_error_messages = {\"invalid\": \"Not a valid mapping type.\"}\n1509:\n1510: def __init__(\n1511: self,\n1512: keys: typing.Optional[typing.Union[Field, type]] = None,\n1513: values: typing.Optional[typing.Union[Field, type]] = None,\n1514: **kwargs,\n1515: ):\n1516: super().__init__(**kwargs)\n1517: if keys is None:\n1518: self.key_field = None\n1519: else:\n1520: try:\n1521: self.key_field = resolve_field_instance(keys)\n1522: except FieldInstanceResolutionError as error:\n1523: raise ValueError(\n1524: '\"keys\" must be a subclass or instance of '\n1525: \"marshmallow.base.FieldABC.\"\n1526: ) from error\n1527:\n1528: if values is None:\n1529: self.value_field = None\n1530: else:\n1531: try:\n1532: self.value_field = resolve_field_instance(values)\n1533: except FieldInstanceResolutionError as error:\n1534: raise ValueError(\n1535: '\"values\" must be a subclass or instance of '\n1536: \"marshmallow.base.FieldABC.\"\n1537: ) from error\n1538: if isinstance(self.value_field, Nested):\n1539: self.only = self.value_field.only\n1540: self.exclude = self.value_field.exclude\n1541:\n1542: def _bind_to_schema(self, field_name, schema):\n1543: super()._bind_to_schema(field_name, schema)\n1544: if self.value_field:\n1545: self.value_field = copy.deepcopy(self.value_field)\n1546: self.value_field._bind_to_schema(field_name, self)\n1547: if isinstance(self.value_field, Nested):\n1548: self.value_field.only = self.only\n1549: self.value_field.exclude = self.exclude\n1550: if self.key_field:\n1551: self.key_field = copy.deepcopy(self.key_field)\n1552: self.key_field._bind_to_schema(field_name, self)\n1553:\n1554: def _serialize(self, value, attr, obj, **kwargs):\n1555: if value is None:\n1556: return None\n1557: if not self.value_field and not self.key_field:\n1558: return self.mapping_type(value)\n(439 more lines below)\n\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
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{
"message_type": "action",
"role": "assistant",
"content": "We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475.To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.\n<command>\nedit 1475:1475\nreturn int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n</command>",
"thought": "We are now looking at the relevant section of the `fields.py` file where the `TimeDelta` serialization occurs. The issue suggests that there is a rounding problem near line 1474. The current implementation uses integer division, which truncates the decimal part and can lead to incorrect rounding on line 1475.To fix this issue, we should ensure that the division results in a float, and then round the result to the nearest integer before converting it to an int. This should preserve the milliseconds precision as expected. Let's make the necessary edit to the code.",
"action": "edit 1475:1475\nreturn int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "Your proposed edit has introduced new syntax error(s). Please understand the fixes and retry your edit commmand.\n\nERRORS:\n- E999 IndentationError: unexpected indent\n\nThis is how your edit would have looked if applied\n-------------------------------------------------\n[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1468 more lines above)\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475:return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n(518 more lines below)\n-------------------------------------------------\n\nThis is the original code before your edit\n-------------------------------------------------\n[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1469 more lines above)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(value.total_seconds() / base_unit.total_seconds())\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n(517 more lines below)\n-------------------------------------------------\nYour changes have NOT been applied. Please fix your edit command and try again.\nYou either need to 1) Specify the correct start/end line arguments or 2) Correct your edit code.\nDO NOT re-run the same failed edit command. Running it again will lead to the same error.\n\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
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"message_type": "action",
"role": "assistant",
"content": "My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.\n<command>\nedit 1475:1475\n return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit\n</command>",
"thought": "My edit command did not use the proper indentation, I will fix my syntax in this follow up edit command.",
"action": "edit 1475:1475\n return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\nend_of_edit",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "[File: /marshmallow-code__marshmallow/src/marshmallow/fields.py (1997 lines total)]\n(1424 more lines above)\n1425:\n1426: :param precision: Influences how the integer is interpreted during\n1427: (de)serialization. Must be 'days', 'seconds', 'microseconds',\n1428: 'milliseconds', 'minutes', 'hours' or 'weeks'.\n1429: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1430:\n1431: .. versionchanged:: 2.0.0\n1432: Always serializes to an integer value to avoid rounding errors.\n1433: Add `precision` parameter.\n1434: \"\"\"\n1435:\n1436: DAYS = \"days\"\n1437: SECONDS = \"seconds\"\n1438: MICROSECONDS = \"microseconds\"\n1439: MILLISECONDS = \"milliseconds\"\n1440: MINUTES = \"minutes\"\n1441: HOURS = \"hours\"\n1442: WEEKS = \"weeks\"\n1443:\n1444: #: Default error messages.\n1445: default_error_messages = {\n1446: \"invalid\": \"Not a valid period of time.\",\n1447: \"format\": \"{input!r} cannot be formatted as a timedelta.\",\n1448: }\n1449:\n1450: def __init__(self, precision: str = SECONDS, **kwargs):\n1451: precision = precision.lower()\n1452: units = (\n1453: self.DAYS,\n1454: self.SECONDS,\n1455: self.MICROSECONDS,\n1456: self.MILLISECONDS,\n1457: self.MINUTES,\n1458: self.HOURS,\n1459: self.WEEKS,\n1460: )\n1461:\n1462: if precision not in units:\n1463: msg = 'The precision must be {} or \"{}\".'.format(\n1464: \", \".join([f'\"{each}\"' for each in units[:-1]]), units[-1]\n1465: )\n1466: raise ValueError(msg)\n1467:\n1468: self.precision = precision\n1469: super().__init__(**kwargs)\n1470:\n1471: def _serialize(self, value, attr, obj, **kwargs):\n1472: if value is None:\n1473: return None\n1474: base_unit = dt.timedelta(**{self.precision: 1})\n1475: return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n1476:\n1477: def _deserialize(self, value, attr, data, **kwargs):\n1478: try:\n1479: value = int(value)\n1480: except (TypeError, ValueError) as error:\n1481: raise self.make_error(\"invalid\") from error\n1482:\n1483: kwargs = {self.precision: value}\n1484:\n1485: try:\n1486: return dt.timedelta(**kwargs)\n1487: except OverflowError as error:\n1488: raise self.make_error(\"invalid\") from error\n1489:\n1490:\n1491:class Mapping(Field):\n1492: \"\"\"An abstract class for objects with key-value pairs.\n1493:\n1494: :param keys: A field class or instance for dict keys.\n1495: :param values: A field class or instance for dict values.\n1496: :param kwargs: The same keyword arguments that :class:`Field` receives.\n1497:\n1498: .. note::\n1499: When the structure of nested data is not known, you may omit the\n1500: `keys` and `values` arguments to prevent content validation.\n1501:\n1502: .. versionadded:: 3.0.0rc4\n1503: \"\"\"\n1504:\n1505: mapping_type = dict\n1506:\n1507: #: Default error messages.\n1508: default_error_messages = {\"invalid\": \"Not a valid mapping type.\"}\n1509:\n1510: def __init__(\n1511: self,\n1512: keys: typing.Optional[typing.Union[Field, type]] = None,\n1513: values: typing.Optional[typing.Union[Field, type]] = None,\n1514: **kwargs,\n1515: ):\n1516: super().__init__(**kwargs)\n1517: if keys is None:\n1518: self.key_field = None\n1519: else:\n1520: try:\n1521: self.key_field = resolve_field_instance(keys)\n1522: except FieldInstanceResolutionError as error:\n1523: raise ValueError(\n1524: '\"keys\" must be a subclass or instance of '\n(473 more lines below)\nFile updated. Please review the changes and make sure they are correct (correct indentation, no duplicate lines, etc). Edit the file again if necessary.\n\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that \"Current directory\" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.\n<command>\npython reproduce.py\n</command>",
"thought": "The code has been updated to use the `round` function, which should fix the rounding issue. Before submitting the changes, it would be prudent to run the reproduce.py code again to ensure that this change has the desired effect. I see that \"Current directory\" is still `/marshmallow-code__marshmallow`, so we can just run `reproduce.py` directly.",
"action": "python reproduce.py",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "345\n\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.\n<command>\nrm reproduce.py\n</command>",
"thought": "The output has changed from 344 to 345, which suggests that the rounding issue has been fixed. Let's remove the reproduce.py file since it is no longer needed.",
"action": "rm reproduce.py",
"agent": "primary"
},
{
"message_type": "observation",
"role": "user",
"content": "Your command ran successfully and did not produce any output.\n(Open file: /marshmallow-code__marshmallow/src/marshmallow/fields.py)\n(Current directory: /marshmallow-code__marshmallow)\nbash-$",
"agent": "primary"
},
{
"message_type": "action",
"role": "assistant",
"content": "rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we should submit our changes to the code base. Let's submit the changes using the `submit` command.\n<command>\nsubmit\n</command>",
"thought": "rm doesn't have any output when it deletes successfully, so that must have worked. Now that we have fixed the issue, we should submit our changes to the code base. Let's submit the changes using the `submit` command.",
"action": "submit",
"agent": "primary"
}
],
"info": {
"exit_status": "submitted",
"submission": "\ndiff --git a/src/marshmallow/fields.py b/src/marshmallow/fields.py\nindex ad388c7..20da768 100644\n--- a/src/marshmallow/fields.py\n+++ b/src/marshmallow/fields.py\n@@ -1472,7 +1472,7 @@ class TimeDelta(Field):\n if value is None:\n return None\n base_unit = dt.timedelta(**{self.precision: 1})\n- return int(value.total_seconds() / base_unit.total_seconds())\n+ return int(round(value.total_seconds() / base_unit.total_seconds())) # round to nearest int\n \n def _deserialize(self, value, attr, data, **kwargs):\n try:\n",
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"pull": "missing",
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"type": "docker"
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"base_commit": "bfd2593d4b416122e30cdefe0c72d322ef471611",
"type": "preexisting"
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"name": "marshmallow-code__marshmallow-1867",
"templates": {
"system_template": "SETTING: You are an autonomous programmer, and you're working directly in the command line with a special interface.\n\nThe special interface consists of a file editor that shows you {WINDOW} lines of a file at a time.\nIn addition to typical bash commands, you can also use the following commands to help you navigate and edit files.\n\nCOMMANDS:\n{command_docs}\n\nPlease note that THE EDIT COMMAND REQUIRES PROPER INDENTATION.\nIf you'd like to add the line ' print(x)' you must fully write that out, with all those spaces before the code! Indentation is important and code that is not indented correctly will fail and require fixing before it can be run.\n\nRESPONSE FORMAT:\nYour shell prompt is formatted as follows:\n(Open file: <path>) <cwd> $\n\nYou need to format your output using two fields; discussion and command.\nYour output should always include _one_ discussion and _one_ command field EXACTLY as in the following example:\nDISCUSSION\nFirst I'll start by using ls to see what files are in the current directory. Then maybe we can look at some relevant files to see what they look like.\n<command>\nls -a\n</command>\n\nYou should only include a *SINGLE* command in the command section and then wait for a response from the shell before continuing with more discussion and commands. Everything you include in the DISCUSSION section will be saved for future reference.\nIf you'd like to issue two commands at once, PLEASE DO NOT DO THAT! Please instead first submit just the first command, and then after receiving a response you'll be able to issue the second command.\nYou're free to use any other bash commands you want (e.g. find, grep, cat, ls, cd) in addition to the special commands listed above.\nHowever, the environment does NOT support interactive session commands (e.g. python, vim), so please do not invoke them.",
"instance_template": "We're currently solving the following issue within our repository. Here's the issue text:\nISSUE:\n{problem_statement}\n\nINSTRUCTIONS:\nNow, you're going to solve this issue on your own. Your terminal session has started and you're in the repository's root directory. You can use any bash commands or the special interface to help you. Edit all the files you need to and run any checks or tests that you want.\nRemember, YOU CAN ONLY ENTER ONE COMMAND AT A TIME. You should always wait for feedback after every command.\nWhen you're satisfied with all of the changes you've made, you can submit your changes to the code base by simply running the submit command.\nNote however that you cannot use any interactive session commands (e.g. python, vim) in this environment, but you can write scripts and run them. E.g. you can write a python script and then run it with `python <script_name>.py`.\n\nNOTE ABOUT THE EDIT COMMAND: Indentation really matters! When editing a file, make sure to insert appropriate indentation before each line!\n\nIMPORTANT TIPS:\n1. Always start by trying to replicate the bug that the issues discusses.\n If the issue includes code for reproducing the bug, we recommend that you re-implement that in your environment, and run it to make sure you can reproduce the bug.\n Then start trying to fix it.\n When you think you've fixed the bug, re-run the bug reproduction script to make sure that the bug has indeed been fixed.\n\n If the bug reproduction script does not print anything when it successfully runs, we recommend adding a print(\"Script completed successfully, no errors.\") command at the end of the file,\n so that you can be sure that the script indeed ran fine all the way through.\n\n2. If you run a command and it doesn't work, try running a different command. A command that did not work once will not work the second time unless you modify it!\n\n3. If you open a file and need to get to an area around a specific line that is not in the first 100 lines, say line 583, don't just use the scroll_down command multiple times. Instead, use the goto 583 command. It's much quicker.\n\n4. If the bug reproduction script requires inputting/reading a specific file, such as buggy-input.png, and you'd like to understand how to input that file, conduct a search in the existing repo code, to see whether someone else has already done that. Do this by running the command: find_file \"buggy-input.png\" If that doesn't work, use the linux 'find' command.\n\n5. Always make sure to look at the currently open file and the current working directory (which appears right after the currently open file). The currently open file might be in a different directory than the working directory! Note that some commands, such as 'create', open files, so they might change the current open file.\n\n6. When editing files, it is easy to accidentally specify a wrong line number or to write code with incorrect indentation. Always check the code after you issue an edit to make sure that it reflects what you wanted to accomplish. If it didn't, issue another command to fix it.\n\n\n(Open file: {open_file})\n(Current directory: {working_dir})\nbash-$",
"next_step_template": "{observation}\n(Open file: {open_file})\n(Current directory: {working_dir})\nbash-$",
"next_step_no_output_template": "Your command ran successfully and did not produce any output.\n(Open file: {open_file})\n(Current directory: {working_dir})\nbash-$",
"strategy_template": null,
"demonstration_template": null,
"demonstrations": [],
"put_demos_in_history": true,
"shell_check_error_template": "Your bash command contained syntax errors and was NOT executed. Please fix the syntax errors and try again. This can be the result of not adhering to the syntax for multi-line commands. Here is the output of `bash -n`:\n{bash_stdout}\n{bash_stderr}",
"command_cancelled_timeout_template": "The command {command!r} was cancelled because it took more than {timeout} seconds. Please try a different command that completes more quickly."
},
"tools": {
"filter": {
"blocklist_error_template": "Interactive operation '{action}' is not supported by this environment.",
"blocklist": [
"vim",
"vi",
"emacs",
"nano",
"nohup",
"git",
"gdb",
"less"
],
"blocklist_standalone": [
"python",
"python3",
"ipython",
"bash",
"sh",
"/usr/bin/bash",
"/usr/bin/dash",
"nohup",
"vi",
"vim",
"emacs",
"nano",
"su"
],
"block_unless_regex": {
"radare2": "\\b(?:radare2)\\b.*\\s+-c\\s+.*",
"r2": "\\b(?:radare2)\\b.*\\s+-c\\s+.*"
}
},
"bundles": [
{
"path": "tools/defaults",
"hidden_tools": []
},
{
"path": "tools/search",
"hidden_tools": []
},
{
"path": "tools/edit_linting",
"hidden_tools": []
},
{
"path": "tools/submit",
"hidden_tools": []
}
],
"env_variables": {
"WINDOW": 100,
"OVERLAP": 2
},
"submit_command": "submit",
"parse_function": {
"error_message": " Your output was not formatted correctly. You must always include one discussion and one command as part of your response. Make sure you do not have multiple discussion/command tags.\n Please make sure your output precisely matches the following format:\n ",
"type": "xml_thought_action"
},
"enable_bash_tool": true,
"format_error_template": "Your output was not formatted correctly. You must always include one discussion and one command as part of your response. Make sure you do not have multiple discussion/command tags.\nPlease make sure your output precisely matches the following format:\n",
"command_docs": "bash:\n docstring: runs the given command directly in bash\n signature: <command>\n arguments:\n - command (string) [required]: a command to run directly in the current shell\n\ngoto:\n docstring: moves the window to show <line_number>\n signature: goto <line_number>\n arguments:\n - line_number (integer) [required]: the line number to move the window to\n\nopen:\n docstring: opens the file at the given path in the editor. If line_number is provided, the window will be move to include that line\n signature: open \"<path>\" [<line_number>]\n arguments:\n - path (string) [required]: the path to the file to open\n - line_number (integer) [optional]: the line number to move the window to (if not provided, the window will start at the top of the file)\n\ncreate:\n docstring: creates and opens a new file with the given name\n signature: create <filename>\n arguments:\n - filename (string) [required]: the name of the file to create\n\nscroll_up:\n docstring: moves the window down 100 lines\n signature: scroll_up\n\nscroll_down:\n docstring: moves the window down 100 lines\n signature: scroll_down\n\nfind_file:\n docstring: finds all files with the given name or pattern in dir. If dir is not provided, searches in the current directory\n signature: find_file <file_name> [<dir>]\n arguments:\n - file_name (string) [required]: the name of the file or pattern to search for. supports shell-style wildcards (e.g. *.py)\n - dir (string) [optional]: the directory to search in (if not provided, searches in the current directory)\n\nsearch_dir:\n docstring: searches for search_term in all files in dir. If dir is not provided, searches in the current directory\n signature: search_dir <search_term> [<dir>]\n arguments:\n - search_term (string) [required]: the term to search for\n - dir (string) [optional]: the directory to search in (if not provided, searches in the current directory)\n\nsearch_file:\n docstring: searches for search_term in file. If file is not provided, searches in the current open file\n signature: search_file <search_term> [<file>]\n arguments:\n - search_term (string) [required]: the term to search for\n - file (string) [optional]: the file to search in (if not provided, searches in the current open file)\n\nedit:\n docstring: replaces lines <start_line> through <end_line> (inclusive) with the given text in the open file. The replacement text is terminated by a line with only end_of_edit on it. All of the <replacement text> will be entered, so make sure your indentation is formatted properly. Python files will be checked for syntax errors after the edit. If the system detects a syntax error, the edit will not be executed.\n\n signature: edit <start_line>:<end_line>\n<replacement_text>\nend_of_edit\n\n arguments:\n - start_line (integer) [required]: the line number to start the edit at\n - end_line (integer) [required]: the line number to end the edit at (inclusive)\n - replacement_text (string) [required]: the text to replace the current selection with\n\nsubmit:\n docstring: submits the current file\n signature: submit\n\n",
"multi_line_command_endings": {
"edit": "end_of_edit"
},
"submit_command_end_name": null,
"reset_commands": [],
"execution_timeout": 30,
"install_timeout": 300
},
"history_processor": {
"n": 5,
"type": "last_n_observations"
},
"model": {
"name": "gpt-4o",
"per_instance_cost_limit": 3.0,
"total_cost_limit": 0.0,
"temperature": 1.0,
"top_p": 1.0,
"api_base": null,
"api_version": null,
"api_key": null,
"stop": [],
"completion_kwargs": {},
"convert_system_to_user": false,
"retry": {
"retries": 5,
"min_wait": 1.0,
"max_wait": 15.0
}
},
"max_requeries": 3
},
"problem_statement": {
"text": "TimeDelta serialization precision\nHi there!\n\nI just found quite strange behaviour of `TimeDelta` field serialization\n\n```python3\nfrom marshmallow.fields import TimeDelta\nfrom datetime import timedelta\n\ntd_field = TimeDelta(precision=\"milliseconds\")\n\nobj = dict()\nobj[\"td_field\"] = timedelta(milliseconds=345)\n\nprint(td_field.serialize(\"td_field\", obj))\n```\n\nOutput of this snippet is `344`, but it seems that `345` is correct.\n\nLooks like a rounding issue here: https://github.com/marshmallow-code/marshmallow/blob/dev/src/marshmallow/fields.py#L1474\n",
"extra_fields": {},
"type": "text",
"id": "marshmallow-code__marshmallow-1867"
},
"output_dir": "DEFAULT",
"actions": {
"open_pr": false,
"pr_config": {
"skip_if_commits_reference_issue": true
},
"apply_patch_locally": false
},
"env_var_path": null
}
}

432
.agent/skills/mini-swe/trajectories/demonstrations/str_replace_anthropic_demo.yaml Normal file
View File

@@ -0,0 +1,432 @@
# This is a demo file generated from trajectory file:
# /Users/fuchur/Documents/24/git_sync/SWE-agent/trajectories/fuchur/replay___1c2844.demo/1c2844.traj
# You can use this demo file to replay the actions in the trajectory with run_replay.py.
# You can edit the content of the actions in this file to modify the replay behavior.
# NOTICE:
# Only the actions of the assistant will be replayed.
# You do not need to modify the observation's contents or any other fields.
# You can add or remove actions to modify the replay behavior.
history:
- role: user
content: |-
I've uploaded a python code repository in the directory . Consider the following PR description:
<pr_description>
I'm running `missing_colon.py` as follows:
```python
division(23, 0)
```
but I get the following error:
```
File "/Users/fuchur/Documents/24/git_sync/swe-agent-test-repo/tests/./missing_colon.py", line 4
def division(a: float, b: float) -> float
^
SyntaxError: invalid syntax
```
</pr_description>
Can you help me implement the necessary changes to the repository so that the requirements specified in the <pr_description> are met?
I've already taken care of all changes to any of the test files described in the <pr_description>. This means you DON'T have to modify the testing logic or any of the tests in any way!
Your task is to make the minimal changes to non-tests files in the directory to ensure the <pr_description> is satisfied.
Follow these steps to resolve the issue:
1. As a first step, it might be a good idea to find and read code relevant to the <pr_description>
2. Create a script to reproduce the error and execute it with `python <filename.py>` using the bash tool, to confirm the error
3. Edit the sourcecode of the repo to resolve the issue
4. Rerun your reproduce script and confirm that the error is fixed!
5. Think about edgecases and make sure your fix handles them as well
Your thinking should be thorough and so it's fine if it's very long.
(Open file: )
(Current directory: )
bash-$
agent: main
message_type: observation
- role: assistant
content: Let’s start by exploring the repository structure.
agent: main
tool_calls:
- function:
arguments: '{"command":"view","path":"/swe-agent-test-repo"}'
name: str_replace_editor
id: call_ggIm89M8rcBQorveMgkIrL7G
type: function
message_type: action
- role: tool
content: |-
Here's the files and directories up to 2 levels deep in /swe-agent-test-repo, excluding hidden items:
/swe-agent-test-repo
/swe-agent-test-repo/pyproject.toml
/swe-agent-test-repo/src
/swe-agent-test-repo/src/testpkg
/swe-agent-test-repo/problem_statements
/swe-agent-test-repo/problem_statements/1.md
/swe-agent-test-repo/problem_statements/1a.md
/swe-agent-test-repo/problem_statements/22.md
/swe-agent-test-repo/tests
/swe-agent-test-repo/tests/test_tribonaccy.py
/swe-agent-test-repo/tests/existing_lint_error.py
/swe-agent-test-repo/tests/missing_colon.py
/swe-agent-test-repo/tests/filetoread.txt
/swe-agent-test-repo/README.md
(Open file: )
(Current directory: )
bash-$
agent: main
message_type: observation
tool_call_ids:
- call_ggIm89M8rcBQorveMgkIrL7G
- role: assistant
content: We have several Python files in the repository. `missing_colon.py` is directly mentioned in the PR description, so let's open it.
agent: main
tool_calls:
- function:
arguments: '{"command":"view","path":"/swe-agent-test-repo/src/testpkg/missing_colon.py"}'
name: str_replace_editor
id: call_QbSqph4VzA951X9eMEgsvyOm
type: function
message_type: action
- role: tool
content: |-
Here's the result of running `cat -n` on /swe-agent-test-repo/src/testpkg/missing_colon.py:
1 #!/usr/bin/env python3
2
3
4 def division(a: float, b: float) -> float
5 return a/b
6
7
8 if __name__ == "__main__":
9 print(division(123, 15))
10
11
(Open file: )
(Current directory: )
bash-$
agent: main
message_type: observation
tool_call_ids:
- call_QbSqph4VzA951X9eMEgsvyOm
- role: assistant
content: We can see that the file contains a missing colon. Let's fix it by replacing the line with the correct version.
agent: main
tool_calls:
- function:
arguments: '{"command":"str_replace","path":"/swe-agent-test-repo/src/testpkg/missing_colon.py","old_str":"def division(a: float, b: float) -> float","new_str":"def division(a: float, b: float) -> float:"}'
name: str_replace_editor
id: call_QgE1MNhZQ2W66DgwRZGXEo1D
type: function
message_type: action
- role: tool
content: |-
The file /swe-agent-test-repo/src/testpkg/missing_colon.py has been edited. Here's the result of running `cat -n` on a snippet of /swe-agent-test-repo/src/testpkg/missing_colon.py:
1 #!/usr/bin/env python3
2
3
4 def division(a: float, b: float) -> float:
5 return a/b
6
7
8 if __name__ == "__main__":
Review the changes and make sure they are as expected. Edit the file again if necessary.
(Open file: )
(Current directory: )
bash-$
agent: main
message_type: observation
tool_call_ids:
- call_QgE1MNhZQ2W66DgwRZGXEo1D
- role: assistant
content: The missing colon has been fixed. The change should not break any existing functionality. Let's submit the changes.
agent: main
tool_calls:
- function:
arguments: '{}'
name: submit
id: call_zyAyd9wbLeSeRaFXrKwlQYwI
type: function
message_type: action
- role: tool
content: |2-
diff --git a/src/testpkg/missing_colon.py b/src/testpkg/missing_colon.py
index 20edef5..5857437 100755
--- a/src/testpkg/missing_colon.py
+++ b/src/testpkg/missing_colon.py
@@ -1,7 +1,7 @@
#!/usr/bin/env python3
-def division(a: float, b: float) -> float
+def division(a: float, b: float) -> float:
return a/b
(Open file: )
(Current directory: )
bash-$
agent: main
message_type: observation
tool_call_ids:
- call_zyAyd9wbLeSeRaFXrKwlQYwI
replay_config:
env:
deployment:
image: tiny
port:
docker_args: []
startup_timeout: 180.0
pull: missing
remove_images: false
type: docker
repo:
path: /Users/fuchur/Documents/24/git_sync/swe-agent-test-repo
base_commit: HEAD
type: local
post_startup_commands: []
name: main
agent:
name: main
templates:
system_template: |-
You are a helpful assistant that can interact with a computer to solve tasks.
<IMPORTANT>
* If user provides a path, you should NOT assume it's relative to the current working directory. Instead, you should explore the file system to find the file before working on it.
* Do not try to install any packages with `pip`, `conda`, or any other way. This will usually not work. If the environment is not set up correctly, try to fix the issue without executing python code or running any tests that require the package installed.
</IMPORTANT>
The special interface consists of a file editor that shows you {{WINDOW}} lines of a file at a time.
In addition to typical bash commands, you can also use specific commands to help you navigate and edit files.
To call a command, you need to invoke it with a function call/tool call.
<notes>
Please note that THE EDIT COMMAND REQUIRES PROPER INDENTATION.
For example, if you are looking at this file:
def fct():
print("Hello world")
and you want to edit the file to read:
def fct():
print("Hello")
print("world")
you search string should be `Hello world` and your replace string should be `"Hello"\n print("world")`
(note the extra spaces before the print statement!).
You could also get the same result by search for ` print("Hello world")` and replace with ` print("Hello")\n print("world")`.
</notes>
<response_format>
Your shell prompt is formatted as follows:
(Open file: <path>)
(Current directory: <cwd>)
bash-$
First, you should _always_ include a general thought about what you're going to do next.
Then, for every response, you must include exactly _ONE_ tool call/function call.
Remember, you should always include a _SINGLE_ tool call/function call and then wait for a response from the shell before continuing with more discussion and commands. Everything you include in the DISCUSSION section will be saved for future reference.
If you'd like to issue two commands at once, PLEASE DO NOT DO THAT! Please instead first submit just the first tool call, and then after receiving a response you'll be able to issue the second .
Note that the environment does NOT support interactive session commands (e.g. python, vim), so please do not invoke them.
</response_format>
instance_template: |-
I've uploaded a python code repository in the directory {{working_dir}}. Consider the following PR description:
<pr_description>
{{problem_statement}}
</pr_description>
Can you help me implement the necessary changes to the repository so that the requirements specified in the <pr_description> are met?
I've already taken care of all changes to any of the test files described in the <pr_description>. This means you DON'T have to modify the testing logic or any of the tests in any way!
Your task is to make the minimal changes to non-tests files in the {{working_dir}} directory to ensure the <pr_description> is satisfied.
Follow these steps to resolve the issue:
1. As a first step, it might be a good idea to find and read code relevant to the <pr_description>
2. Create a script to reproduce the error and execute it with `python <filename.py>` using the bash tool, to confirm the error
3. Edit the sourcecode of the repo to resolve the issue
4. Rerun your reproduce script and confirm that the error is fixed!
5. Think about edgecases and make sure your fix handles them as well
Your thinking should be thorough and so it's fine if it's very long.
(Open file: {{open_file}})
(Current directory: {{working_dir}})
bash-$
next_step_template: |-
{{observation}}
(Open file: {{open_file}})
(Current directory: {{working_dir}})
bash-$
next_step_no_output_template: |-
Your command ran successfully and did not produce any output.
(Open file: {{open_file}})
(Current directory: {{working_dir}})
bash-$
strategy_template:
demonstration_template: |
Here is a demonstration of how to correctly accomplish this task.
It is included to show you how to correctly use the interface.
You do not need to follow exactly what is done in the demonstration.
--- DEMONSTRATION ---
{{demonstration}}
--- END OF DEMONSTRATION ---
demonstrations:
- trajectories/demonstrations/function_calling_simple.traj
put_demos_in_history: true
shell_check_error_template: |-
Your bash command contained syntax errors and was NOT executed. Please fix the syntax errors and try again. This can be the result of not adhering to the syntax for multi-line commands. Here is the output of `bash -n`:
{{bash_stdout}}
{{bash_stderr}}
command_cancelled_timeout_template: The command '{{command}}' was cancelled because it took more than {{timeout}} seconds. Please try a different command that completes more quickly.
tools:
filter:
blocklist_error_template: Operation '{{action}}' is not supported by this environment.
blocklist:
- vim
- vi
- emacs
- nano
- nohup
- git
- gdb
- less
- tail -f
- python -m venv
blocklist_standalone:
- python
- python3
- ipython
- bash
- sh
- /bin/bash
- /bin/sh
- nohup
- vi
- vim
- emacs
- nano
- su
block_unless_regex:
radare2: \b(?:radare2)\b.*\s+-c\s+.*
r2: \b(?:radare2)\b.*\s+-c\s+.*
bundles:
- path: tools/edit_anthropic
hidden_tools: []
- path: tools/submit
hidden_tools: []
env_variables:
WINDOW: 100
OVERLAP: 2
submit_command: submit
parse_function:
error_message: |
{%- if error_code == "missing" -%}
Your last output did not use any tool calls!
Please make sure your output includes exactly _ONE_ function call!
You must invoke the function directly using the function call format.
You cannot invoke commands with ```, you have to use the function call format.
If you think you have already resolved the issue, please submit your changes by running the `submit` command.
If you think you cannot solve the problem, please run `exit_forfeit` (if available).
Else, please continue with a new tool call!
{%- elif error_code == "multiple" -%}
Your last output included multiple tool calls!
Please make sure your output includes a thought and exactly _ONE_ function call.
{%- elif error_code == "unexpected_arg" -%}
Your action could not be parsed properly: {{exception_message}}.
Make sure your function call doesn't include any extra arguments that are not in the allowed arguments, and only use the allowed commands.
{%- else -%}
Your action could not be parsed properly: {{exception_message}}.
{% endif %}
type: function_calling
enable_bash_tool: true
format_error_template: |
{%- if error_code == "missing" -%}
Your last output did not use any tool calls!
Please make sure your output includes exactly _ONE_ function call!
You must invoke the function directly using the function call format.
You cannot invoke commands with ```, you have to use the function call format.
If you think you have already resolved the issue, please submit your changes by running the `submit` command.
If you think you cannot solve the problem, please run `exit_forfeit` (if available).
Else, please continue with a new tool call!
{%- elif error_code == "multiple" -%}
Your last output included multiple tool calls!
Please make sure your output includes a thought and exactly _ONE_ function call.
{%- elif error_code == "unexpected_arg" -%}
Your action could not be parsed properly: {{exception_message}}.
Make sure your function call doesn't include any extra arguments that are not in the allowed arguments, and only use the allowed commands.
{%- else -%}
Your action could not be parsed properly: {{exception_message}}.
{% endif %}
command_docs: |+
bash:
docstring: runs the given command directly in bash
signature: <command>
arguments:
- command (string) [required]: a command to run directly in the current shell
str_replace_editor:
docstring: Create, view, or edit a file.
signature: str_replace_editor <command> <path> [<file_text>] [<view_range>] [<old_str>] [<new_str>] [<insert_line>]
arguments:
- command (string) [required]: command to run: view, create, str_replace, insert, undo_edit
- path (string) [required]: path to file
- file_text (string) [optional]: Text to insert when evoking `create` (required for `create`)
- view_range (array) [optional]: Range of lines to display when evoking `view`. If not provided, the entire file is displayed.
- old_str (string) [optional]: String to replace when evoking `str_replace`
- new_str (string) [optional]: Replacement string when evoking `str_replace`
- insert_line (integer) [optional]: Required for `insert`: Line number to insert text after.
submit:
docstring: submits the current file
signature: submit
multi_line_command_endings: {}
submit_command_end_name:
reset_commands: []
execution_timeout: 30
install_timeout: 300
history_processors:
- n: 5
always_remove_output_for_tags:
- remove_output
always_keep_output_for_tags:
- keep_output
type: last_n_observations
model:
name: replay
per_instance_cost_limit: 3.0
total_cost_limit: 0.0
temperature: 1.0
top_p: 1.0
api_base:
api_version:
api_key:
stop: []
completion_kwargs: {}
convert_system_to_user: false
retry:
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min_wait: 1.0
max_wait: 15.0
delay: 0.0
fallbacks: []
max_requeries: 3
problem_statement:
path: /Users/fuchur/Documents/24/git_sync/swe-agent-test-repo/problem_statements/1.md
extra_fields: {}
type: text_file
id: 1c2844
output_dir: DEFAULT
actions:
open_pr: false
pr_config:
skip_if_commits_reference_issue: true
apply_patch_locally: false
env_var_path: