# Aider chat conversation:
USER: I ran this command:
pre-commit run --files aider/linter.py
And got this output:
isort....................................................................Failed
- hook id: isort
- files were modified by this hook
Fixing /Users/gauthier/Projects/aider/aider/linter.py
black....................................................................Failed
- hook id: black
- files were modified by this hook
reformatted aider/linter.py
All done! ✨🍰✨
1 file reformatted.
flake8...................................................................Failed
- hook id: flake8
- exit code: 1
aider/linter.py:37:13: F841 local variable '_output' is assigned to but never used
_output = subprocess.check_output(cmd, cwd=self.root).decode()
^
ASSISTANT: Please add `aider/linter.py` to the chat so I can make the necessary changes to fix the flake8 issue.
USER: I added these files to the chat: aider/linter.py
ASSISTANT: To fix the flake8 issue, we need to remove the unused variable `_output` in the `run_cmd` method. Here is the *SEARCH/REPLACE* block:
aider/linter.py
```python
<<<<<<< SEARCH
_output = subprocess.check_output(cmd, cwd=self.root).decode()
return # zero exit status
=======
subprocess.check_output(cmd, cwd=self.root).decode()
return # zero exit status
>>>>>>> REPLACE
```
This change will remove the assignment to the unused variable `_output` while keeping the call to `subprocess.check_output`.
# Aider chat conversation:
USER: I ran this command:
flake8 aider/linter.py
And got this output:
aider/linter.py:9:1: F401 'tree_sitter_languages.get_language' imported but unused
ASSISTANT: Please add the file `aider/linter.py` to the chat so I can make the necessary changes.
USER: I added these files to the chat: aider/linter.py
ASSISTANT: To resolve the flake8 warning, we need to remove the unused import `get_language` from `aider/linter.py`.
Here is the *SEARCH/REPLACE* block:
aider/linter.py
```python
<<<<<<< SEARCH
from tree_sitter_languages import get_language, get_parser # noqa: E402
=======
from tree_sitter_languages import get_parser # noqa: E402
>>>>>>> REPLACE
```
# Aider chat conversation:
USER: I ran this command:
.git/hooks/pre-commit
And got this output:
[WARNING] Unstaged files detected.
[INFO] Stashing unstaged files to /Users/gauthier/.cache/pre-commit/patch1715981257-12950.
isort....................................................................Failed
- hook id: isort
- files were modified by this hook
Fixing /Users/gauthier/Projects/aider/aider/linter.py
black....................................................................Failed
- hook id: black
- files were modified by this hook
reformatted aider/linter.py
All done! ✨🍰✨
1 file reformatted.
flake8...................................................................Failed
- hook id: flake8
- exit code: 1
aider/linter.py:1:1: F401 'os' imported but unused
import os
^
aider/linter.py:6:1: F401 'tree_sitter' imported but unused
import tree_sitter
^
aider/linter.py:9:1: F401 'aider.dump.dump' imported but unused
from aider.dump import dump
^
aider/linter.py:21:5: F841 local variable 'language' is assigned to but never used
language = get_language(lang)
^
[WARNING] Stashed changes conflicted with hook auto-fixes... Rolling back fixes...
[INFO] Restored changes from /Users/gauthier/.cache/pre-commit/patch1715981257-12950.
ASSISTANT: Please add `aider/linter.py` to the chat so I can make the necessary changes to fix the issues reported by the pre-commit hooks.
USER: I added these files to the chat: aider/linter.py
ASSISTANT: To fix the issues reported by the pre-commit hooks, we need to:
1. Remove unused imports: `os`, `tree_sitter`, and `dump`.
2. Remove the unused variable `language`.
Here are the *SEARCH/REPLACE* blocks:
aider/linter.py
```python
<<<<<<< SEARCH
import os
import sys
import warnings
from pathlib import Path
import tree_sitter
from grep_ast import TreeContext, filename_to_lang
from aider.dump import dump
=======
import sys
import warnings
from pathlib import Path
from grep_ast import TreeContext, filename_to_lang
>>>>>>> REPLACE
```
aider/linter.py
```python
<<<<<<< SEARCH
language = get_language(lang)
=======
>>>>>>> REPLACE
```
Now, the file should pass the pre-commit hooks.
# Aider chat conversation:
USER: print out the line and the N=3 lines before/after it
ASSISTANT: To print out the line with the error and the 3 lines before and after it, we need to modify the `traverse_tree` function in `aider/linter.py`. Here are the necessary changes:
aider/linter.py
```python
<<<<<<< SEARCH
# Traverse the tree to find errors
=======
# Traverse the tree to find errors and print context
>>>>>>> REPLACE
```
aider/linter.py
```python
<<<<<<< SEARCH
print(f"{error_type} at line: {node.start_point[0] + 1}")
=======
start_line = max(0, node.start_point[0] - 3)
end_line = node.end_point[0] + 3
error_line = node.start_point[0] + 1
with open(file_path, 'r') as file:
lines = file.readlines()
print(f"{error_type} at line: {error_line}")
print("Context:")
for i in range(start_line, min(end_line, len(lines))):
line_number = i + 1
prefix = ">> " if line_number == error_line else " "
print(f"{prefix}{line_number}: {lines[i].rstrip()}")
print("\n")
>>>>>>> REPLACE
```
This will ensure that the linter prints the error type, the line number, and the context of 3 lines before and after the error.
# Aider chat conversation:
USER: is node.type 'ERROR" a standard across all tree sitter languages?
ASSISTANT: The `node.type == 'ERROR'` check is specific to the Tree-sitter library and is used to identify syntax errors in the parsed code. This is a standard feature across all languages supported by Tree-sitter.
Would you like to proceed with any changes or enhancements to the `aider/linter.py` file? If so, please specify the changes you need.
USER: is MISSING ever used to indicate a parsing/syntax problem
ASSISTANT: Yes, in Tree-sitter, `MISSING` is also used to indicate a parsing or syntax problem. Specifically, it indicates that a required element is missing in the syntax tree.
Would you like to update the `aider/linter.py` file to also check for `MISSING` nodes? If so, I can provide the necessary changes.
USER: yes
ASSISTANT: To update the `aider/linter.py` file to also check for `MISSING` nodes, we need to modify the `traverse_tree` function. Here are the necessary changes:
aider/linter.py
```python
<<<<<<< SEARCH
if node.type == 'ERROR':
print(f"Syntax error at line: {node.start_point[0] + 1}")
=======
if node.type == 'ERROR' or node.is_missing:
error_type = 'Syntax error' if node.type == 'ERROR' else 'Missing element'
print(f"{error_type} at line: {node.start_point[0] + 1}")
>>>>>>> REPLACE
```
This change will ensure that the linter checks for both `ERROR` and `MISSING` nodes and reports them accordingly.
# Aider chat conversation:
USER: write me a function that takes a file path and uses tree-sitter to parse the AST and print out the line number of every syntax/parse error in the file
ASSISTANT: To implement the function that takes a file path, uses tree-sitter to parse the AST, and prints out the line number of every syntax/parse error in the file, we need to:
1. Install the `tree-sitter` library.
2. Write the function in `aider/linter.py`.
Here is the *SEARCH/REPLACE* block for `aider/linter.py`:
aider/linter.py
```python
<<<<<<< SEARCH
=======
import os
import tree_sitter
def parse_file_for_errors(file_path):
"""
Parses the given file using tree-sitter and prints out the line number of every syntax/parse error.
"""
# Load the language
Language = tree_sitter.Language
PARSER = tree_sitter.Parser()
LANGUAGE = Language(os.path.join('build', 'my-languages.so'), 'python')
PARSER.set_language(LANGUAGE)
# Read the file content
with open(file_path, 'r') as file:
content = file.read()
# Parse the content
tree = PARSER.parse(bytes(content, "utf8"))
# Traverse the tree to find errors
def traverse_tree(node):
if node.type == 'ERROR':
print(f"Syntax error at line: {node.start_point[0] + 1}")
for child in node.children:
traverse_tree(child)
traverse_tree(tree.root_node)
>>>>>>> REPLACE
```
This code will:
1. Load the `tree-sitter` library and set up the parser for Python.
2. Read the content of the file specified by `file_path`.
3. Parse the content and traverse the AST to find and print the line numbers of any syntax errors.
You can now run this function by calling `parse_file_for_errors('path/to/your/file.py')`.
# Aider chat conversation:
USER: make the border of the graph thinner and lighter
ASSISTANT: To make the border of the graph thinner and lighter, we can adjust the `spines` properties of the axes.
Here are the changes:
benchmark/over_time.py
```python
<<<<<<< SEARCH
colors = ['red' if 'gpt-4' in model else 'green' if 'gpt-3.5' in model else 'blue' for model in models]
=======
for spine in ax.spines.values():
spine.set_edgecolor('#DDDDDD')
spine.set_linewidth(0.5)
colors = ['red' if 'gpt-4' in model else 'green' if 'gpt-3.5' in model else 'blue' for model in models]
>>>>>>> REPLACE
```
# Aider chat conversation:
USER: make the dots bigger
ASSISTANT: To make the dots bigger, we can adjust the `s` parameter in the `scatter` function, which controls the size of the dots.
Here are the changes:
benchmark/over_time.py
```python
<<<<<<< SEARCH
ax.scatter(dates, pass_rates, c=colors, alpha=0.5)
=======
ax.scatter(dates, pass_rates, c=colors, alpha=0.5, s=100)
>>>>>>> REPLACE
```
# Aider chat conversation:
USER: I did `git reset --hard HEAD~1` to discard the last edits. Please wait for further instructions before attempting that change again. Feel free to ask relevant questions about why the changes were reverted.
ASSISTANT: Understood. If you have any specific instructions or further changes you'd like to make, please let me know!
USER: make the axes labels font larger
ASSISTANT: To make the axes labels font larger, we can adjust the `fontsize` parameter in the `set_xlabel` and `set_ylabel` methods.
Here are the changes:
benchmark/over_time.py
```python
<<<<<<< SEARCH
ax.set_xlabel('Model release date')
ax.set_ylabel('Aider code editing benchmark,\npercent completed correctly')
=======
ax.set_xlabel('Model release date', fontsize=14)
ax.set_ylabel('Aider code editing benchmark,\npercent completed correctly', fontsize=14)
>>>>>>> REPLACE
```
# Aider chat conversation:
USER: make the labels not overlap the dots
ASSISTANT: To make the labels not overlap the dots, we can adjust the position of the labels slightly using the `xytext` parameter in the `annotate` function.
Here are the changes:
benchmark/over_time.py
```python
<<<<<<< SEARCH
ax.annotate(model, (dates[i], pass_rates[i]), fontsize=8, alpha=0.75)
=======
ax.annotate(model, (dates[i], pass_rates[i]), fontsize=8, alpha=0.75,
xytext=(5, 5), textcoords='offset points')
>>>>>>> REPLACE
```
# Aider chat conversation:
USER: color the gpt-3.5 models a new color
ASSISTANT: To color the "gpt-3.5" models a new color, we need to modify the plotting code in `benchmark/over_time.py` to check for "gpt-3.5" in the model name and assign a different color.
Here are the changes:
benchmark/over_time.py
```python
<<<<<<< SEARCH
colors = ['red' if 'gpt-4' in model else 'blue' for model in models]
=======
colors = ['red' if 'gpt-4' in model else 'green' if 'gpt-3.5' in model else 'blue' for model in models]
>>>>>>> REPLACE
```
# Aider chat conversation:
USER: color the "gpt-4" models differently
ASSISTANT: To color the "gpt-4" models differently, we need to modify the plotting code in `benchmark/over_time.py` to check for "gpt-4" in the model name and assign a different color.
Here are the changes:
benchmark/over_time.py
```python
<<<<<<< SEARCH
plt.scatter(dates, pass_rates, c='blue', alpha=0.5)
=======
colors = ['red' if 'gpt-4' in model else 'blue' for model in models]
plt.scatter(dates, pass_rates, c=colors, alpha=0.5)
>>>>>>> REPLACE
```
This change will color the points red if the model name contains "gpt-4", otherwise, it will color them blue.
# Aider chat conversation:
USER: I ran this command:
python benchmark/over_time.py
And got this output:
Traceback (most recent call last):
File "/Users/gauthier/Projects/aider/benchmark/over_time.py", line 33, in <module>
plot_over_time('_data/edit_leaderboard.yml')
File "/Users/gauthier/Projects/aider/benchmark/over_time.py", line 15, in plot_over_time
dates.append(datetime.strptime(entry['released'], '%Y-%m-%d'))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: strptime() argument 1 must be str, not datetime.date
ASSISTANT: The error indicates that the `released` field in the YAML file is already a `datetime.date` object, so we don't need to parse it with `datetime.strptime`. We can directly use it in the plot.
Here are the changes:
benchmark/over_time.py
```python
<<<<<<< SEARCH
dates.append(datetime.strptime(entry['released'], '%Y-%m-%d'))
=======
dates.append(entry['released'])
>>>>>>> REPLACE
```
# Aider chat conversation:
USER: in over_time.py, draw a graph for each of the yaml entries with a `released` date. plot date on x, `pass_rate_2` on y and label with the `model` name. do a scatter plot. use colors/styles similar to the other graphs.
ASSISTANT: To draw a scatter plot for each of the YAML entries with a `released` date, we need to:
1. Read the YAML file.
2. Extract the `released` date and `pass_rate_2` for each entry.
3. Plot the data using matplotlib.
Here are the changes:
benchmark/over_time.py
```python
<<<<<<< SEARCH
=======
import matplotlib.pyplot as plt
import yaml
from datetime import datetime
def plot_over_time(yaml_file):
with open(yaml_file, 'r') as file:
data = yaml.safe_load(file)
dates = []
pass_rates = []
models = []
for entry in data:
if 'released' in entry and 'pass_rate_2' in entry:
dates.append(datetime.strptime(entry['released'], '%Y-%m-%d'))
pass_rates.append(entry['pass_rate_2'])
models.append(entry['model'])
plt.figure(figsize=(10, 6))
plt.scatter(dates, pass_rates, c='blue', alpha=0.5)
for i, model in enumerate(models):
plt.annotate(model, (dates[i], pass_rates[i]), fontsize=8, alpha=0.75)
plt.xlabel('Release Date')
plt.ylabel('Pass Rate 2')
plt.title('Model Performance Over Time')
plt.grid(True)
plt.tight_layout()
plt.show()
# Example usage
plot_over_time('_data/edit_leaderboard.yml')
>>>>>>> REPLACE
```
