mirror of
https://github.com/langchain-ai/langgraph.git
synced 2026-09-11 20:27:54 +02:00
add ReqGenSpec, clean refactor
This commit is contained in:
+123
-139
@@ -16,6 +16,7 @@ DEFAULT_PYTHON_VERSION = "3.11"
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DEFAULT_IMAGE_DISTRO = "debian"
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CONSTRAINTS_PATH = "/api/constraints.txt"
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Distros = Literal["debian", "wolfi", "bullseye", "bookworm"]
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MiddlewareOrders = Literal["auth_first", "middleware_first"]
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@@ -793,6 +794,15 @@ def validate_config_file(config_path: pathlib.Path) -> Config:
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return validated
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class ReqGenSpec(NamedTuple):
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host_pkg_path: pathlib.Path
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container_pkg_path: str
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container_req_path: str
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package_type: Literal["pyproject", "setup"]
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has_uv_lock: bool
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stage_name: Optional[str]
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class LocalDeps(NamedTuple):
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"""A container for referencing and managing local Python dependencies.
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@@ -841,13 +851,14 @@ class LocalDeps(NamedTuple):
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dependencies in parent directories. These directories are added to the
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Docker build context to ensure that the Dockerfile can access them.
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generated_reqs: A dictionary mapping a local directory path (host side) to a
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tuple of (container_requirements_path, package_type, has_uv_lock).
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Tracks packages that need requirements.txt generation:
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- package_type: "pyproject" or "setup" (which packaging format is used)
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- has_uv_lock: True if the package has both pyproject.toml and uv.lock
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After generation, these are treated the same as packages with existing
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requirements.txt files.
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pkgs_missing_reqs: A list of packages that need requirements.txt generated.
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Each entry is a ReqGenSpec containing:
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- host_pkg_path: Absolute host path of the package directory
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- container_pkg_path: Target path in the container for metadata/requirements
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- container_req_path: Full path to requirements.txt inside the container
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- package_type: "pyproject" or "setup"
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- has_uv_lock: True if the package includes uv.lock
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- stage_name: BuildKit context name if outside the build context, else None
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"""
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pip_reqs: list[tuple[pathlib.Path, str]]
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@@ -857,8 +868,8 @@ class LocalDeps(NamedTuple):
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working_dir: Optional[str] = None
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# if there are local dependencies in parent directories, use additional_contexts
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additional_contexts: Optional[list[pathlib.Path]] = None
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# if real packages need requirements.txt generation
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generated_reqs: Optional[dict[pathlib.Path, tuple[str, str, bool]]] = None
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# Packages that need requirements.txt generation
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pkgs_missing_reqs: Optional[list[ReqGenSpec]] = None
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def _assemble_local_deps(config_path: pathlib.Path, config: Config) -> LocalDeps:
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@@ -894,7 +905,7 @@ def _assemble_local_deps(config_path: pathlib.Path, config: Config) -> LocalDeps
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faux_pkgs = {}
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working_dir: Optional[str] = None
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additional_contexts: list[pathlib.Path] = []
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generated_reqs = {} # Track packages needing requirements.txt generation
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pkgs_missing_reqs: list[ReqGenSpec] = []
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for local_dep in config["dependencies"]:
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if not local_dep.startswith("."):
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@@ -935,21 +946,34 @@ def _assemble_local_deps(config_path: pathlib.Path, config: Config) -> LocalDeps
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if local_dep == ".":
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working_dir = f"/deps/{container_name}"
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requirement_path = f"/deps/{container_name}/requirements.txt"
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# Track packages needing requirements.txt generation
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# Track packages needing requirements.txt generation (real packages only)
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if "requirements.txt" not in files:
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has_pyproject = "pyproject.toml" in files
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has_uv_lock = "uv.lock" in files
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if has_pyproject:
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pkg_type = "pyproject"
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# uv.lock only valid with pyproject.toml
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has_lock = has_uv_lock
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else: # setup.py only
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pkg_type = "setup"
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has_lock = False # setup.py packages can't have uv.lock
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generated_reqs[resolved] = (requirement_path, pkg_type, has_lock)
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has_lock = False
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container_pkg_path = f"/deps/{container_name}"
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stage_name = None
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if config_path.parent not in resolved.parents:
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stage_name = container_name
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pkgs_missing_reqs.append(
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ReqGenSpec(
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host_pkg_path=resolved,
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container_pkg_path=container_pkg_path,
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container_req_path=requirement_path,
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package_type=pkg_type,
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has_uv_lock=has_lock,
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stage_name=stage_name,
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)
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)
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else:
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# We could not find a pyproject.toml or setup.py, so treat as a faux package
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if any(file == "__init__.py" for file in files):
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@@ -994,7 +1018,7 @@ def _assemble_local_deps(config_path: pathlib.Path, config: Config) -> LocalDeps
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)
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)
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return LocalDeps(pip_reqs, real_pkgs, faux_pkgs, working_dir, additional_contexts, generated_reqs)
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return LocalDeps(pip_reqs, real_pkgs, faux_pkgs, working_dir, additional_contexts, pkgs_missing_reqs)
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def _update_graph_paths(
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@@ -1289,6 +1313,23 @@ def get_build_tools_to_uninstall(config: Config) -> tuple[str]:
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)
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def _metadata_files(spec: ReqGenSpec) -> list[str]:
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files = ["pyproject.toml"] if spec.package_type == "pyproject" else ["setup.py"]
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if spec.package_type == "pyproject" and spec.has_uv_lock:
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files.append("uv.lock")
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if spec.package_type == "setup" and (spec.host_pkg_path / "setup.cfg").exists():
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files.append("setup.cfg")
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return files
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def _get_reqs_gen_cmd(spec: ReqGenSpec) -> str:
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if spec.package_type == "pyproject" and spec.has_uv_lock:
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return "uv export --no-hashes --no-dev -o 'requirements.txt'"
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if spec.package_type == "pyproject":
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return f"uv pip compile pyproject.toml -o 'requirements.txt' --constraint {CONSTRAINTS_PATH}"
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return f"uv pip compile setup.py -o 'requirements.txt' --constraint {CONSTRAINTS_PATH}"
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def _generate_requirements_from_metadata(
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config_path: pathlib.Path,
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local_deps: LocalDeps,
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@@ -1319,89 +1360,45 @@ def _generate_requirements_from_metadata(
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Docker instruction string for requirements.txt generation,
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or empty string if not applicable (pip installer or no packages to generate)
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"""
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if pip_installer != "uv" or not local_deps.generated_reqs:
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if pip_installer != "uv" or not local_deps.pkgs_missing_reqs:
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# if installer is pip, we need pip-tools to generate requirements.txt
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# this doesn't come automatically with pip, so we need to install it
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# in base images, but ci uses uv, which is where we need the caching
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# so limit to uv.
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return ""
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docker_lines = ["# -- Generate requirements.txt for packages without one --"]
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# Layer 1: Copy packaging metadata files needed for requirements generation
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docker_lines.append("# Copy packaging metadata files")
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for pkg_path, (container_req_path, pkg_type, has_uv_lock) in local_deps.generated_reqs.items():
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container_pkg_path = os.path.dirname(container_req_path)
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# Determine which files to copy based on package type
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files_to_copy = []
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if pkg_type == "pyproject":
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files_to_copy.append("pyproject.toml")
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if has_uv_lock:
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files_to_copy.append("uv.lock")
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else: # pkg_type == "setup"
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files_to_copy.append("setup.py")
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# Also copy setup.cfg if it exists (common companion file)
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if (pkg_path / "setup.cfg").exists():
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files_to_copy.append("setup.cfg")
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# Copy the files to the container
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for file_name in files_to_copy:
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if pkg_path in local_deps.additional_contexts:
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# Package is in additional_contexts (parent directory)
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# Find the correct stage name for this package
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if pkg_path in local_deps.real_pkgs:
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stage_name = local_deps.real_pkgs[pkg_path][1]
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elif pkg_path in local_deps.faux_pkgs:
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stage_name = f"outer-{pkg_path.name}"
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else:
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# raise RuntimeError(
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# f"Package {pkg_path} in additional_contexts "
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# f"but not in real_pkgs or faux_pkgs"
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# )
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pass
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for spec in sorted(local_deps.pkgs_missing_reqs, key=lambda s: s.container_pkg_path):
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for file_name in _metadata_files(spec):
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if local_deps.additional_contexts and spec.host_pkg_path in local_deps.additional_contexts:
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if not spec.stage_name:
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raise RuntimeError(
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f"Package {spec.host_pkg_path} in additional_contexts but has no stage_name"
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)
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docker_lines.append(
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f"COPY --from={stage_name} {file_name} {container_pkg_path}/{file_name}"
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f"COPY --from={spec.stage_name} {file_name} {spec.container_pkg_path}/{file_name}"
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)
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else:
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# Package is in normal context
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file_relpath = (pkg_path / file_name).relative_to(config_path.parent)
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docker_lines.append(f"ADD {file_relpath} {container_pkg_path}/{file_name}")
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file_relpath = (spec.host_pkg_path / file_name).relative_to(config_path.parent)
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docker_lines.append(f"ADD {file_relpath} {spec.container_pkg_path}/{file_name}")
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# Layer 2: Generate requirements.txt files using appropriate uv commands
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docker_lines.append("")
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docker_lines.append("# Generate requirements.txt from packaging metadata")
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for pkg_path, (container_req_path, pkg_type, has_uv_lock) in local_deps.generated_reqs.items():
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container_pkg_path = os.path.dirname(container_req_path)
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pkg_name = pkg_path.name
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if pkg_type == "pyproject" and has_uv_lock:
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# Export from existing uv.lock file
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# This preserves the exact versions and resolution from the lock file
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docker_lines.append(
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f"# Generate from uv.lock for {pkg_name}"
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)
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docker_lines.append(
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f"RUN cd '{container_pkg_path}' && "
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f"uv export --no-hashes --no-dev -o 'requirements.txt'"
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)
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elif pkg_type == "pyproject":
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# Compile from pyproject.toml (resolve dependencies fresh)
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docker_lines.append(
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f"# Compile from pyproject.toml for {pkg_name}"
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)
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docker_lines.append(
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f"RUN cd '{container_pkg_path}' && "
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f"uv pip compile pyproject.toml -o 'requirements.txt' --constraint /api/constraints.txt"
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)
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else: # pkg_type == "setup"
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# Compile from setup.py (resolve dependencies fresh)
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docker_lines.append(
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f"# Compile from setup.py for {pkg_name}"
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)
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docker_lines.append(
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f"RUN cd '{container_pkg_path}' && "
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f"uv pip compile setup.py -o 'requirements.txt' --constraint /api/constraints.txt"
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)
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for spec in sorted(local_deps.pkgs_missing_reqs, key=lambda s: s.container_pkg_path):
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pkg_name = spec.host_pkg_path.name
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if spec.package_type == "pyproject" and spec.has_uv_lock:
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docker_lines.append(f"# Generate from uv.lock for {pkg_name}")
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elif spec.package_type == "pyproject":
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docker_lines.append(f"# Compile from pyproject.toml for {pkg_name}")
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else:
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docker_lines.append(f"# Compile from setup.py for {pkg_name}")
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docker_lines.append(
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f"RUN cd '{spec.container_pkg_path}' && {_get_reqs_gen_cmd(spec)}"
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)
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docker_lines.append("# -- End of requirements.txt generation --")
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return os.linesep.join(docker_lines)
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@@ -1429,8 +1426,8 @@ def python_config_to_docker(
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raise ValueError(f"Invalid pip_installer: {pip_installer}")
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# configure pip
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local_reqs_pip_install = f"PYTHONDONTWRITEBYTECODE=1 {install_cmd} --no-cache-dir -c /api/constraints.txt"
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global_reqs_pip_install = f"PYTHONDONTWRITEBYTECODE=1 {install_cmd} --no-cache-dir -c /api/constraints.txt"
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local_reqs_pip_install = f"PYTHONDONTWRITEBYTECODE=1 {install_cmd} --no-cache-dir -c {CONSTRAINTS_PATH}"
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global_reqs_pip_install = f"PYTHONDONTWRITEBYTECODE=1 {install_cmd} --no-cache-dir -c {CONSTRAINTS_PATH}"
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if config.get("pip_config_file"):
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local_reqs_pip_install = (
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f"PIP_CONFIG_FILE=/pipconfig.txt {local_reqs_pip_install}"
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@@ -1463,54 +1460,41 @@ def python_config_to_docker(
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generated_reqs_str = _generate_requirements_from_metadata(
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config_path, local_deps, pip_installer
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)
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# Combine existing requirements.txt with generated ones
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# Collect all requirements.txt paths (existing + generated)
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all_req_paths = []
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# Existing requirements.txt files (need to be copied)
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if local_deps.pip_reqs:
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pip_reqs_copy_lines = []
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for reqpath, destpath in local_deps.pip_reqs:
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if reqpath.parent in local_deps.additional_contexts:
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# Find the correct stage name for this package
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if reqpath.parent in local_deps.real_pkgs:
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stage_name = local_deps.real_pkgs[reqpath.parent][1]
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elif reqpath.parent in local_deps.faux_pkgs:
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stage_name = f"outer-{reqpath.parent.name}"
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else:
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# raise RuntimeError(
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# f"Package {reqpath.parent} in additional_contexts "
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# f"but not in real_pkgs or faux_pkgs"
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# )
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pass
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pip_reqs_copy_lines.append(
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f"COPY --from={stage_name} requirements.txt {destpath}"
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)
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else:
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pip_reqs_copy_lines.append(
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f"ADD {reqpath.relative_to(config_path.parent)} {destpath}"
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)
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all_req_paths.append(destpath)
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# Add generated requirements.txt paths (already in container from generation)
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for _, (req_path, _, _) in local_deps.generated_reqs.items():
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all_req_paths.append(req_path)
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# Install all requirements.txt files in one layer
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# Combine existing requirements.txt with generated ones in a single deterministic layer
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all_req_paths: list[str] = []
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copy_lines: list[str] = []
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# Map additional_contexts path -> stage name
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additional_ctx_stage: dict[pathlib.Path, str] = {}
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for p in (local_deps.additional_contexts or []):
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if p in local_deps.real_pkgs:
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additional_ctx_stage[p] = local_deps.real_pkgs[p][1]
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elif p in local_deps.faux_pkgs:
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additional_ctx_stage[p] = f"outer-{p.name}"
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else:
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raise RuntimeError(f"Package {p} in additional_contexts but not in real_pkgs or faux_pkgs")
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# Existing reqs
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for reqpath, destpath in (local_deps.pip_reqs or []):
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if local_deps.additional_contexts and reqpath.parent in additional_ctx_stage:
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copy_lines.append(f"COPY --from={additional_ctx_stage[reqpath.parent]} requirements.txt {destpath}")
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else:
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copy_lines.append(f"ADD {reqpath.relative_to(config_path.parent)} {destpath}")
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all_req_paths.append(destpath)
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# Generated reqs
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if pip_installer == "uv": # we are only generate a requirements.txt if installer is uv (for now)
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for spec in (local_deps.pkgs_missing_reqs or []):
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all_req_paths.append(spec.container_req_path)
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pip_reqs_str = ""
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if all_req_paths:
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# Stabilize order
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all_req_paths = sorted(set(all_req_paths))
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pip_reqs_str = f"""# -- Installing from requirements.txt files --
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{os.linesep.join(pip_reqs_copy_lines)}
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RUN {local_reqs_pip_install} {' '.join("-r '" + r + "'" for r in all_req_paths)}
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{os.linesep.join(copy_lines)}
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RUN {local_reqs_pip_install} {' '.join("-r '" + p + "'" for p in all_req_paths)}
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# -- End of requirements.txt install --"""
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elif local_deps.generated_reqs:
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# Only generated requirements, no existing ones to copy
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for _, (req_path, _, _) in local_deps.generated_reqs.items():
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all_req_paths.append(req_path)
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pip_reqs_str = f"""# -- Installing from generated requirements.txt files --
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RUN {local_reqs_pip_install} {' '.join("-r '" + r + "'" for r in all_req_paths)}
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# -- End of requirements.txt install --"""
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else:
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pip_reqs_str = ""
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# generate lock file if real package and lock file missing
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@@ -1566,9 +1550,9 @@ ADD {relpath} /deps/{name}
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install_node_str,
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pip_config_file_str,
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pip_pkgs_str,
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generated_reqs_str, # Generate requirements.txt first
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pip_reqs_str, # Now installs both existing + generated
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local_pkgs_str, # Copy full package source (after deps)
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generated_reqs_str,
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pip_reqs_str,
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local_pkgs_str,
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faux_pkgs_str,
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],
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)
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