| Possible issue | Initialize payload if missing
Ensurepayload is always a mutable dict before inserting installed packages to avoid
a TypeError whenpayload isNone. Initialize or defaultpayload to{} at the start
of the POST branch. codeflash/api/aiservice.py [71-72] +if payload is None:+ payload = {} if self.installed_packages: payload["installed_packages"] = self.installed_packagesSuggestion importance[1-10]: 7__ Why: Checking and initializingpayload prevents aTypeError when it’sNone, ensuring the POST branch never fails at runtime. | Medium |
Prevent init failure on metadata error
Wrap the call toget_installed_packages() in a try/except block so that any
exceptions during metadata retrieval don’t preventAiServiceClient from
initializing. On failure, default to an empty list. codeflash/api/aiservice.py [31] -self.installed_packages = get_installed_packages()+try:+ self.installed_packages = get_installed_packages()+except Exception:+ self.installed_packages = [] Suggestion importance[1-10]: 5__ Why: Wrappingget_installed_packages() guards against metadata retrieval errors, improving resilience without being critical. | Low |
| General | Add package versions
Include version information for each package by iterating over
importlib.metadata.distributions() and formatting entries as"name==version", which
provides more precise context in the payload. codeflash/code_utils/code_utils.py [248-254] def get_installed_packages() -> list[str]:- pkgs = importlib.metadata.packages_distributions().keys()- return [- pkg- for pkg in pkgs- if not any(blacklisted in pkg for blacklisted in blacklist_installed_pkgs) and not pkg.startswith("_")- ]+ pkgs = []+ for dist in importlib.metadata.distributions():+ name = dist.metadata["Name"]+ version = dist.version+ if not any(bl in name for bl in blacklist_installed_pkgs) and not name.startswith("_"):+ pkgs.append(f"{name}=={version}")+ return pkgsSuggestion importance[1-10]: 5__ Why: Including"name==version" entries gives more precise context, but may require downstream adjustments to handle the new format. | Low |
Limit packages in payload
Restrict the length ofinstalled_packages added to the payload (e.g., take only the
first 100 entries) to avoid creating oversized HTTP requests. codeflash/api/aiservice.py [71-72] if self.installed_packages:- payload["installed_packages"] = self.installed_packages+ payload["installed_packages"] = self.installed_packages[:100] Suggestion importance[1-10]: 4__ Why: Truncatinginstalled_packages to 100 entries can prevent oversized requests, but it’s a design choice with limited urgency. | Low |
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User description
this is for future use
I'm not going to integrate it with the full context yet because our current implementation expects objects to be the same when comparing, this is a problem because we can use a library like polars which is faster than pandas in a few contexts and still be "correct" but we will not accept it due to the types of the objects
PR Type
Enhancement
Description
Add utility to list installed Python packages
Filter out blacklisted development packages
Integrate installed_packages into AI POST payloads
Add type hints to contextmanager functions
Changes walkthrough 📝
aiservice.py
Add installed packages support to AI clientcodeflash/api/aiservice.py
code_utils.py
Implement installed packages retrieval utilitycodeflash/code_utils/code_utils.py