Developer
Kasra Ghodsi
kasrag@meta.com
Performance
Key patterns and highlights from this developer's activity.
Breakdown of growth, maintenance, and fixes effort over time.
Bugs introduced vs. fixed over time.
Reclassifies engineering effort based on bug attribution. Commits that introduced bugs are retrospectively counted as poor investments.
Investment Quality reclassifies engineering effort based on bug attribution data. Commits identified as buggy origins (those that introduced bugs later fixed by someone) have their grow and maintenance time moved into the Wasted Time category. Their waste (fix commits) remains counted as productive. All other commits retain their standard classification: grow is productive, maintenance is maintenance, and waste (fixes) is productive.
The standard model classifies commits as Growth, Maintenance, or Fixes. Investment Quality adds a quality lens: a commit that introduced a bug is retrospectively counted as a poor investment — the engineering time spent on it was wasted because it ultimately required additional fix work. Fix commits (Fixes in the standard model) are reframed as productive, because fixing bugs is valuable work.
Currently computed client-side from commit and bug attribution data. Ideal server-side endpoint:
POST /v1/organizations/{orgId}/investment-quality
Content-Type: application/json
Request:
{
"startTime": "2025-01-01T00:00:00Z",
"endTime": "2025-12-31T23:59:59Z",
"bucketSize": "BUCKET_SIZE_MONTH",
"groupBy": ["repository_id" | "deliverer_email"]
}
Response:
{
"productivePct": 74,
"maintenancePct": 18,
"wastedPct": 8,
"buckets": [
{
"bucketStart": "2025-01-01T00:00:00Z",
"productive": 4.2,
"maintenance": 1.8,
"wasted": 0.6
}
]
}Latest analyzed commits from this developer.
| Hash | Message | Date | Files |
|---|
Commit activity distribution by hour and day of week. Shows when this developer is most active.
Developers who frequently work on the same files and symbols. Higher score means stronger code collaboration.
| Effort |
|---|
| 5c095972 | This commit **refactors** the **Buck2 prelude's Python test runner** by removing an **always-true Python 2.6 version guard** from the `run_tests` method in `prelude/python/tools/__test_main__.py`. The condition `if sys.version_info[0] > 2 or sys.version_info[1] > 6:` was redundant as it always evaluated to `True` in Python 3.x environments, causing `unittest.installHandler()` to execute unconditionally. This **maintenance cleanup** streamlines the codebase by eliminating dead code and legacy Python 2 artifacts, aligning with the project's Python 3.10+ support. It mirrors a similar fix applied to `fbcode/python/__fb_test_main__.py`, contributing to a broader effort to remove Python 2 remnants. | Mar 31 | 1 | maint |
| 8d10adad | This commit introduces a **new capability** to the **Python package build system** by **passing resolved bytecode artifact paths** to the **Rust builder** (`rust_make_par`). It modifies `prelude/python/make_py_package.bzl`, specifically within the `_make_py_package_live` logic, to ensure these paths are correctly supplied. This **enhancement** enables the Rust builder to perform content hash replacement on these artifacts, serving as a crucial **maintenance** step to prevent build failures from unknown command-line arguments and facilitate the broader adoption of Rust-based Python package compilation. | Mar 30 | 1 | grow |
| c2376f70 | This commit **fixes a rollout issue** preventing **content-based path hashing** from being correctly applied to `python_library` targets during compilation. Previously, the rollout flag was only configured for `python_binary` rules, causing `python_library` targets to incorrectly bypass this optimization. By adding the `supports_pyc_content_based_paths` attribute to the `python_library` rule definition in `prelude/decls/python_rules.bzl`, this change ensures that content-based path hashing is properly enabled for all relevant Python compilation paths. This **enables a critical optimization** for `python_library` builds, ensuring consistent and correct behavior across the Python ecosystem. | Mar 27 | 1 | grow |
| f9da4525 | This commit **fixes a critical incompatibility** within the **Python packaging system** related to content-based paths and gradual rollouts. Previously, `output_artifacts` string replacement was conditionally applied, leading to issues when a `python_binary` (config-based hashing) consumed a `python_library` (content-based hashing) during a directory-based rollout. To resolve this, the change **removes the conditional gating** in `prelude/python/make_py_package.bzl` and `prelude/python/tools/make_py_package_modules.py`, ensuring that `bytecode_artifacts` are always passed and processed. This **maintenance improvement** guarantees that placeholder string replacement is consistently performed, thereby preserving the ability to safely conduct **gradual rollouts** across different hashing configurations. | Mar 27 | 2 | waste |
| 8c16b2c2 | This commit performs a **cleanup and refactoring** of the **Python package creation tools** within `prelude`, specifically targeting the removal of deprecated `inplace_lite` infrastructure. It **removes the `--template-lite` argument** from `make_py_package_inplace.py` and its associated `export_file` rule from the `BUCK` build configuration, as this package style is no longer supported. Additionally, docstring references in `make_py_package_inplace.py` and `make_py_package_modules.py` are updated to correctly point to `run_inplace.py.in`. This change streamlines the codebase by eliminating dead code and outdated references, ensuring consistency with the removal of the `inplace_lite` package style. | Mar 12 | 4 | maint |
| fd02b473 | This commit performs **maintenance** by **removing the deprecated `--use-lite` CLI argument** from the **PAR packaging tools**. It updates `prelude/python/tools/make_py_package_inplace.py` to eliminate the argument parsing and conditional template selection logic within `parse_args` and `write_bootstrapper`, ensuring the bootstrapper now unconditionally uses the full `run_inplace.py.in` template. Additionally, the `--use-lite` option is removed from `fbcode/tools/make_par/buck.py`, which serves as a Buck v2 compatibility shim. This **cleanup** streamlines the **Python packaging process** by removing a no-longer-emitted option, contributing to the deprecation of the `inplace_lite` package style. | Mar 11 | 1 | maint |
| c7abb39f | This commit **removes all references and associated logic for the deprecated `inplace_lite` Python package style** from the `prelude` module. It updates `prelude/decls/python_common.bzl` to remove `inplace_lite` from valid package styles and refactors `_make_py_package_impl` and `_pex_bootstrap_args` in `prelude/python/make_py_package.bzl` to eliminate its handling. This is a **cleanup and refactoring** effort that simplifies the **Python build system's internal configuration and package creation logic**. As no targets were utilizing `inplace_lite`, this change has no functional impact on existing builds. | Mar 2 | 3 | maint |
| cae0403b | This commit **prepares the Buck2 Python package creation system** by copying placeholder string replacement logic from `make_par/buck.py` to `prelude/python/tools/make_py_package_modules.py`. Specifically, it introduces `create_pyc_hash_dict` and `replace_pyc_hash_placeholder` functions and updates argument parsing within `make_py_package_modules.py`. This **maintenance** change is a **prerequisite for a future bug fix** that will extend content-based path handling to inplace builds. The ultimate goal is to resolve **Content-Addressable Filesystem (CAF) build failures** by enabling proper `output_artifacts` string replacement in all build types. While currently a no-op, this lays essential groundwork for an upcoming change. | Feb 22 | 1 | waste |
| d667fcdf | This commit **removes an `inplace` restriction** within the **content-based path placeholder string replacement logic**, building upon prior foundational work. It now consistently passes `bytecode_artifacts` regardless of the package style, which is essential for correctly processing **all Python binary cases**. This **enhancement** specifically **fixes issues in CAF builds** that previously failed when content-based path hashing was enabled without proper placeholder string replacement, thereby **improving the robustness and reliability of Python artifact generation**. | Feb 22 | 2 | – |
| 099720b7 | This commit introduces a **new capability** to enable **content-based output path addressing** for Python bytecode, aiming to **deduplicate build artifacts** when BUCK configurations change but the output remains identical. It adds a `supports_pyc_content_based_paths` attribute to the **Python executable rule definition** in `prelude/decls/python_rules.bzl`. The **Python compilation and PEX module generation logic** in `prelude/python/compile.bzl` and `prelude/python/make_py_package.bzl` are updated to respect this new attribute. This feature is initially **rolled out only for Python binaries within the `fbcode//python` directory** to mitigate build failure risks, improving overall build stability and efficiency. | Dec 20 | 3 | grow |
| 5f811e2b | This commit **enables content-based output path addressing for Python bytecode** by resolving a critical issue in the packaging step. Previously, `output_artifacts` placeholders in the bytecode manifest were not replaced with actual content hashes, causing build failures when content-based hashing was active. The change in `prelude/python/make_py_package.bzl` now passes bytecode artifacts to the packaging process, allowing the system to **fetch and substitute the resolved content hash** for the placeholder. This **feature enablement** ensures correct path resolution, leading to increased cache hits for `py_compile` actions and more efficient builds, despite a minor increase in overall execution time. | Nov 26 | 1 | grow |
| 54f887cf | This commit performs a **refactoring** by **removing redundant validation** within the **Python toolchain**'s `make_py_package` function in `buck2/prelude/python/toolchain.bzl`. Specifically, it eliminates an unnecessary check for `package_style` enum values, as the `get_package_style` function already ensures valid enum creation, causing a build failure if an invalid value is provided. This **code cleanup** improves the maintainability and efficiency of the Python package generation logic without altering its functional behavior or introducing any breaking changes. | Nov 21 | 2 | – |
| ce3dbc55 | This commit **refactors** the **Python packaging logic** within `prelude/python/make_py_package.bzl` to generalize how package style information is passed. The internal functions `_make_py_package_impl` and `_pex_modules_args` now accept a more descriptive `PackageStyle` enum instead of a boolean `standalone` parameter. This **generalization** enables more precise checks for specific package styles, such as `inplace`, further down the build stack. The change improves the flexibility and expressiveness of the **Python build system's internal API** for handling various package configurations. | Nov 20 | 1 | maint |
| 3c6e7a34 | This commit **fixes a bug** in the **Python toolchain's compile actions** by correctly propagating the content-based output path flag. Previously, a `None` value from the toolchain's configuration could be passed to the `declare_output()` function, leading to runtime errors due to an expected non-null boolean. The change in `prelude/python/compile.bzl`, specifically within `compile_manifests_for_mode`, now explicitly checks if the toolchain's content-based path field is `True`, passing `False` otherwise. This **stabilizes the rollout** of **content-based output path addressing for Python bytecode**, preventing build failures and ensuring the feature can function reliably. | Nov 19 | 1 | grow |
| df515173 | This commit **prepares the Python compilation pipeline** by piping the `supports_content_based_paths` flag from the **Python toolchain** to the `declare_output` action within the `compile_manifests_for_mode` function in `prelude/python/compile.bzl`. This **feature enablement** is a foundational step towards enabling content-based output path addressing for Python bytecode. While this change introduces the flag, it currently has **no immediate behavioral impact** as the parameter remains hard-coded to `False`, setting the stage for future functionality. | Nov 18 | 1 | grow |
| 9aa59c48 | This commit **introduces a new configuration flag** to the **Python toolchain definition**, adding a `supports_content_based_paths` boolean field to the `PythonToolchainInfo` provider in `prelude/python/toolchain.bzl`. This **preparatory change** lays the groundwork for enabling **content-based output path addressing for Python bytecode**, which will allow future compile actions to utilize content hashing for output paths. While currently a no-op and hardcoded to `False`, this addition is a **foundational step** towards a more robust and efficient Python build system. It represents a **new capability** for the Python build infrastructure, setting the stage for future improvements in output management. | Nov 12 | 1 | grow |
This commit **refactors** the **Buck2 prelude's Python test runner** by removing an **always-true Python 2.6 version guard** from the `run_tests` method in `prelude/python/tools/__test_main__.py`. The condition `if sys.version_info[0] > 2 or sys.version_info[1] > 6:` was redundant as it always evaluated to `True` in Python 3.x environments, causing `unittest.installHandler()` to execute unconditionally. This **maintenance cleanup** streamlines the codebase by eliminating dead code and legacy Python 2 artifacts, aligning with the project's Python 3.10+ support. It mirrors a similar fix applied to `fbcode/python/__fb_test_main__.py`, contributing to a broader effort to remove Python 2 remnants.
This commit introduces a **new capability** to the **Python package build system** by **passing resolved bytecode artifact paths** to the **Rust builder** (`rust_make_par`). It modifies `prelude/python/make_py_package.bzl`, specifically within the `_make_py_package_live` logic, to ensure these paths are correctly supplied. This **enhancement** enables the Rust builder to perform content hash replacement on these artifacts, serving as a crucial **maintenance** step to prevent build failures from unknown command-line arguments and facilitate the broader adoption of Rust-based Python package compilation.
This commit **fixes a rollout issue** preventing **content-based path hashing** from being correctly applied to `python_library` targets during compilation. Previously, the rollout flag was only configured for `python_binary` rules, causing `python_library` targets to incorrectly bypass this optimization. By adding the `supports_pyc_content_based_paths` attribute to the `python_library` rule definition in `prelude/decls/python_rules.bzl`, this change ensures that content-based path hashing is properly enabled for all relevant Python compilation paths. This **enables a critical optimization** for `python_library` builds, ensuring consistent and correct behavior across the Python ecosystem.
This commit **fixes a critical incompatibility** within the **Python packaging system** related to content-based paths and gradual rollouts. Previously, `output_artifacts` string replacement was conditionally applied, leading to issues when a `python_binary` (config-based hashing) consumed a `python_library` (content-based hashing) during a directory-based rollout. To resolve this, the change **removes the conditional gating** in `prelude/python/make_py_package.bzl` and `prelude/python/tools/make_py_package_modules.py`, ensuring that `bytecode_artifacts` are always passed and processed. This **maintenance improvement** guarantees that placeholder string replacement is consistently performed, thereby preserving the ability to safely conduct **gradual rollouts** across different hashing configurations.
This commit performs a **cleanup and refactoring** of the **Python package creation tools** within `prelude`, specifically targeting the removal of deprecated `inplace_lite` infrastructure. It **removes the `--template-lite` argument** from `make_py_package_inplace.py` and its associated `export_file` rule from the `BUCK` build configuration, as this package style is no longer supported. Additionally, docstring references in `make_py_package_inplace.py` and `make_py_package_modules.py` are updated to correctly point to `run_inplace.py.in`. This change streamlines the codebase by eliminating dead code and outdated references, ensuring consistency with the removal of the `inplace_lite` package style.
This commit performs **maintenance** by **removing the deprecated `--use-lite` CLI argument** from the **PAR packaging tools**. It updates `prelude/python/tools/make_py_package_inplace.py` to eliminate the argument parsing and conditional template selection logic within `parse_args` and `write_bootstrapper`, ensuring the bootstrapper now unconditionally uses the full `run_inplace.py.in` template. Additionally, the `--use-lite` option is removed from `fbcode/tools/make_par/buck.py`, which serves as a Buck v2 compatibility shim. This **cleanup** streamlines the **Python packaging process** by removing a no-longer-emitted option, contributing to the deprecation of the `inplace_lite` package style.
This commit **removes all references and associated logic for the deprecated `inplace_lite` Python package style** from the `prelude` module. It updates `prelude/decls/python_common.bzl` to remove `inplace_lite` from valid package styles and refactors `_make_py_package_impl` and `_pex_bootstrap_args` in `prelude/python/make_py_package.bzl` to eliminate its handling. This is a **cleanup and refactoring** effort that simplifies the **Python build system's internal configuration and package creation logic**. As no targets were utilizing `inplace_lite`, this change has no functional impact on existing builds.
This commit **prepares the Buck2 Python package creation system** by copying placeholder string replacement logic from `make_par/buck.py` to `prelude/python/tools/make_py_package_modules.py`. Specifically, it introduces `create_pyc_hash_dict` and `replace_pyc_hash_placeholder` functions and updates argument parsing within `make_py_package_modules.py`. This **maintenance** change is a **prerequisite for a future bug fix** that will extend content-based path handling to inplace builds. The ultimate goal is to resolve **Content-Addressable Filesystem (CAF) build failures** by enabling proper `output_artifacts` string replacement in all build types. While currently a no-op, this lays essential groundwork for an upcoming change.
This commit **removes an `inplace` restriction** within the **content-based path placeholder string replacement logic**, building upon prior foundational work. It now consistently passes `bytecode_artifacts` regardless of the package style, which is essential for correctly processing **all Python binary cases**. This **enhancement** specifically **fixes issues in CAF builds** that previously failed when content-based path hashing was enabled without proper placeholder string replacement, thereby **improving the robustness and reliability of Python artifact generation**.
This commit introduces a **new capability** to enable **content-based output path addressing** for Python bytecode, aiming to **deduplicate build artifacts** when BUCK configurations change but the output remains identical. It adds a `supports_pyc_content_based_paths` attribute to the **Python executable rule definition** in `prelude/decls/python_rules.bzl`. The **Python compilation and PEX module generation logic** in `prelude/python/compile.bzl` and `prelude/python/make_py_package.bzl` are updated to respect this new attribute. This feature is initially **rolled out only for Python binaries within the `fbcode//python` directory** to mitigate build failure risks, improving overall build stability and efficiency.
This commit **enables content-based output path addressing for Python bytecode** by resolving a critical issue in the packaging step. Previously, `output_artifacts` placeholders in the bytecode manifest were not replaced with actual content hashes, causing build failures when content-based hashing was active. The change in `prelude/python/make_py_package.bzl` now passes bytecode artifacts to the packaging process, allowing the system to **fetch and substitute the resolved content hash** for the placeholder. This **feature enablement** ensures correct path resolution, leading to increased cache hits for `py_compile` actions and more efficient builds, despite a minor increase in overall execution time.
This commit performs a **refactoring** by **removing redundant validation** within the **Python toolchain**'s `make_py_package` function in `buck2/prelude/python/toolchain.bzl`. Specifically, it eliminates an unnecessary check for `package_style` enum values, as the `get_package_style` function already ensures valid enum creation, causing a build failure if an invalid value is provided. This **code cleanup** improves the maintainability and efficiency of the Python package generation logic without altering its functional behavior or introducing any breaking changes.
This commit **refactors** the **Python packaging logic** within `prelude/python/make_py_package.bzl` to generalize how package style information is passed. The internal functions `_make_py_package_impl` and `_pex_modules_args` now accept a more descriptive `PackageStyle` enum instead of a boolean `standalone` parameter. This **generalization** enables more precise checks for specific package styles, such as `inplace`, further down the build stack. The change improves the flexibility and expressiveness of the **Python build system's internal API** for handling various package configurations.
This commit **fixes a bug** in the **Python toolchain's compile actions** by correctly propagating the content-based output path flag. Previously, a `None` value from the toolchain's configuration could be passed to the `declare_output()` function, leading to runtime errors due to an expected non-null boolean. The change in `prelude/python/compile.bzl`, specifically within `compile_manifests_for_mode`, now explicitly checks if the toolchain's content-based path field is `True`, passing `False` otherwise. This **stabilizes the rollout** of **content-based output path addressing for Python bytecode**, preventing build failures and ensuring the feature can function reliably.
This commit **prepares the Python compilation pipeline** by piping the `supports_content_based_paths` flag from the **Python toolchain** to the `declare_output` action within the `compile_manifests_for_mode` function in `prelude/python/compile.bzl`. This **feature enablement** is a foundational step towards enabling content-based output path addressing for Python bytecode. While this change introduces the flag, it currently has **no immediate behavioral impact** as the parameter remains hard-coded to `False`, setting the stage for future functionality.
This commit **introduces a new configuration flag** to the **Python toolchain definition**, adding a `supports_content_based_paths` boolean field to the `PythonToolchainInfo` provider in `prelude/python/toolchain.bzl`. This **preparatory change** lays the groundwork for enabling **content-based output path addressing for Python bytecode**, which will allow future compile actions to utilize content hashing for output paths. While currently a no-op and hardcoded to `False`, this addition is a **foundational step** towards a more robust and efficient Python build system. It represents a **new capability** for the Python build infrastructure, setting the stage for future improvements in output management.