# Context:
USER: make `get_ranked_tags_map` use binary search
ASSISTANT: To modify the `get_ranked_tags_map` function to use binary search, follow these steps:
1. Replace the for loop with a binary search implementation.
2. Update the loop to calculate the middle index and generate the tree with the middle index.
3. Check if the number of tokens is less than `max_map_tokens`. If it is, update the lower bound. Otherwise, update the upper bound.
4. Continue the binary search until the lower bound is greater than or equal to the upper bound.
Here's the updated `get_ranked_tags_map` function:
```python
aider/repomap.py
<<<<<<< ORIGINAL
def get_ranked_tags_map(self, fnames):
# 1/4 of gpt-4's context window
max_map_tokens = 2048
ranked_tags = self.get_ranked_tags(fnames)
num_tags = len(ranked_tags)
for i in range(num_tags, 0, -1):
tree = to_tree(ranked_tags[:i])
num_tokens = self.token_count(tree)
dump(i, num_tokens)
if num_tokens < max_map_tokens:
return tree
=======
def get_ranked_tags_map(self, fnames):
# 1/4 of gpt-4's context window
max_map_tokens = 2048
ranked_tags = self.get_ranked_tags(fnames)
num_tags = len(ranked_tags)
lower_bound = 0
upper_bound = num_tags
best_tree = None
while lower_bound <= upper_bound:
middle = (lower_bound + upper_bound) // 2
tree = to_tree(ranked_tags[:middle])
num_tokens = self.token_count(tree)
if num_tokens < max_map_tokens:
best_tree = tree
lower_bound = middle + 1
else:
upper_bound = middle - 1
return best_tree
>>>>>>> UPDATED
```
# Context:
USER: do the todo
ASSISTANT: I see a "todo" comment in the `aider/repomap.py` file. To complete the task, we need to calculate the sum of the weights of every inbound edge to each node in the graph. Here's how to do it:
```python
aider/repomap.py
<<<<<<< ORIGINAL
for node in G.nodes:
# todo: sum up the weight of every inbound edge to node
pass
=======
inbound_weights = {}
for node in G.nodes:
inbound_weights[node] = sum(data["weight"] for _, _, data in G.in_edges(node, data=True))
>>>>>>> UPDATED
```
This code calculates the sum of the weights of every inbound edge to each node and stores the result in the `inbound_weights` dictionary.
# Context:
USER: switch both caches to use shelve instead of json
ASSISTANT: To switch both caches to use `shelve` instead of `json`, we need to modify the `aider/repomap.py` file. We will update the `load_tags_cache`, `save_tags_cache`, `load_ident_cache`, and `save_ident_cache` methods.
Here are the changes:
```python
aider/repomap.py
<<<<<<< ORIGINAL
import json
=======
import shelve
>>>>>>> UPDATED
```
```python
aider/repomap.py
<<<<<<< ORIGINAL
IDENT_CACHE_FILE = ".aider.ident.cache.json"
TAGS_CACHE_FILE = ".aider.tags.cache.json"
def load_tags_cache(self):
if os.path.exists(self.TAGS_CACHE_FILE):
with open(self.TAGS_CACHE_FILE, "r") as f:
self.TAGS_CACHE = json.load(f)
else:
self.TAGS_CACHE = dict()
def save_tags_cache(self):
with open(self.TAGS_CACHE_FILE, "w") as f:
json.dump(self.TAGS_CACHE, f)
=======
IDENT_CACHE_FILE = ".aider.ident.cache"
TAGS_CACHE_FILE = ".aider.tags.cache"
def load_tags_cache(self):
if os.path.exists(self.TAGS_CACHE_FILE):
with shelve.open(self.TAGS_CACHE_FILE) as db:
self.TAGS_CACHE = dict(db)
else:
self.TAGS_CACHE = dict()
def save_tags_cache(self):
with shelve.open(self.TAGS_CACHE_FILE) as db:
db.update(self.TAGS_CACHE)
>>>>>>> UPDATED
```
```python
aider/repomap.py
<<<<<<< ORIGINAL
def load_ident_cache(self):
if os.path.exists(self.IDENT_CACHE_FILE):
with open(self.IDENT_CACHE_FILE, "r") as f:
self.IDENT_CACHE = json.load(f)
else:
self.IDENT_CACHE = dict()
def save_ident_cache(self):
with open(self.IDENT_CACHE_FILE, "w") as f:
json.dump(self.IDENT_CACHE, f)
=======
def load_ident_cache(self):
if os.path.exists(self.IDENT_CACHE_FILE):
with shelve.open(self.IDENT_CACHE_FILE) as db:
self.IDENT_CACHE = dict(db)
else:
self.IDENT_CACHE = dict()
def save_ident_cache(self):
with shelve.open(self.IDENT_CACHE_FILE) as db:
db.update(self.IDENT_CACHE)
>>>>>>> UPDATED
```
These changes will replace the usage of `json` with `shelve` for both caches.
# Context:
USER: persist the tags cache to .aider.tags.cache
ASSISTANT: To persist the tags cache to `.aider.tags.cache`, you need to modify the `aider/repomap.py` file. Add two new methods `load_tags_cache` and `save_tags_cache` to the `RepoMap` class, and call them in the `__init__` method and `run_ctags` method, respectively.
Here are the changes you need to make:
```python
aider/repomap.py
<<<<<<< ORIGINAL
TAGS_CACHE_FILE = ".aider.tags.cache"
=======
TAGS_CACHE_FILE = ".aider.tags.cache"
def load_tags_cache(self):
if os.path.exists(self.TAGS_CACHE_FILE):
with open(self.TAGS_CACHE_FILE, "r") as f:
self.TAGS_CACHE = json.load(f)
else:
self.TAGS_CACHE = dict()
def save_tags_cache(self):
with open(self.TAGS_CACHE_FILE, "w") as f:
json.dump(self.TAGS_CACHE, f)
>>>>>>> UPDATED
```
```python
aider/repomap.py
<<<<<<< ORIGINAL
def __init__(self, use_ctags=None, root=None, main_model="gpt-4"):
=======
def __init__(self, use_ctags=None, root=None, main_model="gpt-4"):
self.load_tags_cache()
>>>>>>> UPDATED
```
```python
aider/repomap.py
<<<<<<< ORIGINAL
def run_ctags(self, filename):
# Check if the file is in the cache and if the modification time has not changed
file_mtime = os.path.getmtime(filename)
cache_key = filename
if cache_key in self.TAGS_CACHE and self.TAGS_CACHE[cache_key]["mtime"] == file_mtime:
return self.TAGS_CACHE[cache_key]["data"]
cmd = self.ctags_cmd + [filename]
output = subprocess.check_output(cmd).decode("utf-8")
output = output.splitlines()
data = [json.loads(line) for line in output]
# Update the cache
self.TAGS_CACHE[cache_key] = {"mtime": file_mtime, "data": data}
=======
def run_ctags(self, filename):
# Check if the file is in the cache and if the modification time has not changed
file_mtime = os.path.getmtime(filename)
cache_key = filename
if cache_key in self.TAGS_CACHE and self.TAGS_CACHE[cache_key]["mtime"] == file_mtime:
return self.TAGS_CACHE[cache_key]["data"]
cmd = self.ctags_cmd + [filename]
output = subprocess.check_output(cmd).decode("utf-8")
output = output.splitlines()
data = [json.loads(line) for line in output]
# Update the cache
self.TAGS_CACHE[cache_key] = {"mtime": file_mtime, "data": data}
self.save_tags_cache()
>>>>>>> UPDATED
```
These changes will load the tags cache from the `.aider.tags.cache` file when initializing the `RepoMap` class and save the updated cache to the file after running ctags.
# Context:
USER: persist the `IDENT_CACHE` to .aider.ident.cache whenever it is updated
ASSISTANT: To persist the `IDENT_CACHE` to `.aider.ident.cache` whenever it is updated, we need to modify the `get_name_identifiers` method in the `RepoMap` class. Here are the changes:
```python
aider/repomap.py
<<<<<<< ORIGINAL
def get_name_identifiers(self, fname, uniq=True):
file_mtime = os.path.getmtime(fname)
cache_key = fname
if cache_key in self.IDENT_CACHE and self.IDENT_CACHE[cache_key]["mtime"] == file_mtime:
idents = self.IDENT_CACHE[cache_key]["data"]
else:
idents = self.get_name_identifiers_uncached(fname)
self.IDENT_CACHE[cache_key] = {"mtime": file_mtime, "data": idents}
=======
import json
class RepoMap:
# ...
IDENT_CACHE_FILE = ".aider.ident.cache"
def __init__(self, use_ctags=None, root=None, main_model="gpt-4"):
# ...
self.load_ident_cache()
def load_ident_cache(self):
if os.path.exists(self.IDENT_CACHE_FILE):
with open(self.IDENT_CACHE_FILE, "r") as f:
self.IDENT_CACHE = json.load(f)
else:
self.IDENT_CACHE = dict()
def save_ident_cache(self):
with open(self.IDENT_CACHE_FILE, "w") as f:
json.dump(self.IDENT_CACHE, f)
def get_name_identifiers(self, fname, uniq=True):
file_mtime = os.path.getmtime(fname)
cache_key = fname
if cache_key in self.IDENT_CACHE and self.IDENT_CACHE[cache_key]["mtime"] == file_mtime:
idents = self.IDENT_CACHE[cache_key]["data"]
else:
idents = self.get_name_identifiers_uncached(fname)
self.IDENT_CACHE[cache_key] = {"mtime": file_mtime, "data": idents}
self.save_ident_cache()
>>>>>>> UPDATED
```
This will load the `IDENT_CACHE` from the `.aider.ident.cache` file when the `RepoMap` class is initialized and save the cache to the file whenever it is updated.
# Context:
USER: make `IDENT_CACHE` use mtime like `TAGS_CACHE`
ASSISTANT: To make `IDENT_CACHE` use mtime like `TAGS_CACHE`, we need to modify the `get_name_identifiers` and `get_name_identifiers_uncached` methods in the `RepoMap` class. Here are the changes:
```python
aider/repomap.py
<<<<<<< ORIGINAL
def get_name_identifiers(self, fname, uniq=True):
idents = self.IDENT_CACHE.get(fname)
if idents is None:
idents = self.get_name_identifiers_uncached(fname)
self.IDENT_CACHE[fname] = idents
=======
def get_name_identifiers(self, fname, uniq=True):
file_mtime = os.path.getmtime(fname)
cache_key = fname
if cache_key in self.IDENT_CACHE and self.IDENT_CACHE[cache_key]["mtime"] == file_mtime:
idents = self.IDENT_CACHE[cache_key]["data"]
else:
idents = self.get_name_identifiers_uncached(fname)
self.IDENT_CACHE[cache_key] = {"mtime": file_mtime, "data": idents}
>>>>>>> UPDATED
```
# Context:
USER: move `TAGS_CACHE` into the class
ASSISTANT: To move the `TAGS_CACHE` into the `RepoMap` class, I will make the following changes:
```python
aider/repomap.py
<<<<<<< ORIGINAL
# Global cache for tags
TAGS_CACHE = {}
=======
>>>>>>> UPDATED
```
```python
aider/repomap.py
<<<<<<< ORIGINAL
class RepoMap:
ctags_cmd = ["ctags", "--fields=+S", "--extras=-F", "--output-format=json"]
def __init__(self, use_ctags=None, root=None, main_model="gpt-4"):
=======
class RepoMap:
ctags_cmd = ["ctags", "--fields=+S", "--extras=-F", "--output-format=json"]
TAGS_CACHE = {}
def __init__(self, use_ctags=None, root=None, main_model="gpt-4"):
>>>>>>> UPDATED
```
Now, the `TAGS_CACHE` is a class attribute of the `RepoMap` class.
# Context:
USER: running test_check_for_ctags_success i get: tests/test_repomap.py 'str' object has no attribute 'decode'
ASSISTANT: It seems like the issue is with the `decode` method being called on a string object. I'll fix this issue for you. Here's the change you need to make in the `tests/test_repomap.py` file:
```python
tests/test_repomap.py
<<<<<<< ORIGINAL
mock_run.return_value = CompletedProcess(args=["ctags", "--version"], returncode=0, stdout='''{
"_type": "tag",
"name": "status",
"path": "aider/main.py",
"pattern": "/^ status = main()$/",
"kind": "variable"
}''')
=======
mock_run.return_value = CompletedProcess(args=["ctags", "--version"], returncode=0, stdout=b'''{
"_type": "tag",
"name": "status",
"path": "aider/main.py",
"pattern": "/^ status = main()$/",
"kind": "variable"
}''')
>>>>>>> UPDATED
```
This change replaces the string with a bytes object, so the `decode` method can be called without any issues.
# Context:
USER: set the dot.edge label color to color
ASSISTANT: ```python
aider/repomap.py
<<<<<<< ORIGINAL
dot.edge(refs, defs, penwidth=str(weight), color=color, label=label)
=======
dot.edge(refs, defs, penwidth=str(weight), color=color, label=label, fontcolor=color)
>>>>>>> UPDATED
```
# Context:
USER: make the dot.node font scale with size
ASSISTANT: To make the font scale with the size of the node, we need to modify the `dot.node` function call in the `call_map()` function in the `aider/repomap.py` file. We will add the `fontsize` attribute and set it proportional to the `size`.
Here's the change:
```python
aider/repomap.py
<<<<<<< ORIGINAL
dot.node(fname, penwidth=str(pen), width=str(size), height=str(size))
=======
fontsize = str(10 * size)
dot.node(fname, penwidth=str(pen), width=str(size), height=str(size), fontsize=fontsize)
>>>>>>> UPDATED
```
This will make the font size of the node label scale with the size of the node.
