1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281
|
# SPDX-License-Identifier: Apache-2.0
# Copyright (c) 2021 Michael R. Crusoe
# Copyright (c) 2020 Seven Bridges
# See https://github.com/rabix/sbpack/blob/b8404a0859ffcbe1edae6d8f934e51847b003320/LICENSE
"""
CWL document packing functions.
The link resolution is as follows:
We always have two components: the base and the link
If the link is a url or absolute path it is what is used to fetch the data.
If the link is a relative path it is combined with the base and that is what is
used to fetch data
From https://github.com/rabix/sbpack/blob/b8404a0859ffcbe1edae6d8f934e51847b003320/sbpack/lib.py
"""
import logging
import sys
import urllib.parse
import urllib.request
from collections.abc import ItemsView
from typing import TYPE_CHECKING, Any, Optional, Union, cast
from packaging import version
from cwl_utils import schemadef, utils
if TYPE_CHECKING:
from _collections_abc import dict_items
logger = logging.getLogger(__name__)
def get_inner_dict(
cwl: dict[str, Any], path: list[dict[str, Any]]
) -> Optional[dict[str, Any]]:
if len(path) == 0:
return cwl
if isinstance(cwl, dict):
_v = cwl.get(path[0]["key"])
if _v is not None:
return get_inner_dict(_v, path[1:])
elif isinstance(cwl, list): # Going to assume this is a map expressed as list
for _v in cwl:
if isinstance(_v, dict):
if _v.get(path[0]["key_field"]) == path[0]["key"]:
return get_inner_dict(_v, path[1:])
return None
def pack_process(
cwl: dict[str, Any],
base_url: urllib.parse.ParseResult,
cwl_version: str,
parent_user_defined_types: Optional[dict[str, Any]] = None,
) -> dict[str, Any]:
cwl = listify_everything(cwl)
cwl = normalize_sources(cwl)
cwl, user_defined_types = load_schemadefs(cwl, base_url, parent_user_defined_types)
cwl = resolve_schemadefs(cwl, base_url, user_defined_types)
cwl = resolve_imports(cwl, base_url)
cwl = resolve_steps(
cwl,
base_url,
cwl.get("cwlVersion", cwl_version),
user_defined_types,
)
cwl = add_missing_requirements(cwl)
return cwl
def listify_everything(cwl: dict[str, Any]) -> dict[str, Any]:
"""
Convert many CWL construct from their map to the list version.
See https://www.commonwl.org/v1.1/Workflow.html#map
"""
for port in ["inputs", "outputs"]:
cwl[port] = utils.normalize_to_list(
cwl.get(port, []), key_field="id", value_field="type"
)
cwl["requirements"] = utils.normalize_to_list(
cwl.get("requirements", []), key_field="class", value_field=None
)
if cwl.get("class") != "Workflow":
return cwl
cwl["steps"] = utils.normalize_to_list(
cwl.get("steps", []), key_field="id", value_field=None
)
for _, v in enumerate(cwl["steps"]):
if isinstance(v, dict):
v["in"] = utils.normalize_to_list(
v.get("in", []), key_field="id", value_field="source"
)
return cwl
def normalize_sources(cwl: dict[str, Any]) -> dict[str, Any]:
"""Normalize the steps and output of a CWL Workflow."""
if cwl.get("class") != "Workflow":
return cwl
for _step in cwl.get("steps", {}):
if not isinstance(_step, dict):
continue
_inputs = _step.get("in", {})
for k, _input in enumerate(_inputs):
if isinstance(_input, str):
_inputs[k] = _normalize(_input)
elif isinstance(_input, dict):
_src = _input.get("source")
if isinstance(_src, str):
_input["source"] = _normalize(_input["source"])
_outputs = cwl.get("outputs", {})
for k, _output in enumerate(_outputs):
if isinstance(_output, str):
_outputs[k] = _normalize(_output)
elif isinstance(_output, dict):
_src = _output.get("outputSource")
if isinstance(_src, str):
_output["outputSource"] = _normalize(_output["outputSource"])
return cwl
def _normalize(s: str) -> str:
if s.startswith("#"):
return s[1:]
else:
return s
def load_schemadefs(
cwl: dict[str, Any],
base_url: urllib.parse.ParseResult,
parent_user_defined_types: Optional[dict[str, Any]] = None,
) -> tuple[dict[str, Any], dict[str, Any]]:
"""Internalize any SchemaDefRequirement, and remove it."""
user_defined_types = schemadef.build_user_defined_type_dict(cwl, base_url)
if parent_user_defined_types is not None:
user_defined_types.update(parent_user_defined_types)
cwl["requirements"] = [
req
for req in cwl.get("requirements", [])
if req.get("class") != "SchemaDefRequirement"
]
return cwl, user_defined_types
def resolve_schemadefs(
cwl: dict[str, Any],
base_url: urllib.parse.ParseResult,
user_defined_types: dict[str, Any],
) -> dict[str, Any]:
cwl = schemadef.inline_types(cwl, "inputs", base_url, user_defined_types)
cwl = schemadef.inline_types(cwl, "outputs", base_url, user_defined_types)
return cwl
def resolve_imports(cwl: Any, base_url: urllib.parse.ParseResult) -> Any:
if isinstance(cwl, dict):
itr: Union["dict_items[Any, Any]", ItemsView[Any, Any]] = cwl.items()
elif isinstance(cwl, list):
itr = cast(ItemsView[Any, Any], [(n, v) for n, v in enumerate(cwl)])
else:
return cwl
for k, v in itr:
if isinstance(v, dict):
if len(v) == 1:
_k = list(v.keys())[0]
if _k in ["$import", "$include"]:
cwl[k], this_base_url = utils.load_linked_file(
base_url, v[_k], is_import=_k == "$import"
)
cwl[k] = resolve_imports(cwl[k], base_url)
return cwl
def resolve_steps(
cwl: dict[str, Any],
base_url: urllib.parse.ParseResult,
cwl_version: str,
parent_user_defined_types: Optional[dict[str, Any]] = None,
) -> dict[str, Any]:
"""Load and pack all "run" sections of the workflow steps."""
if isinstance(cwl, str):
raise RuntimeError(f"{base_url.geturl()}: Expecting a process, found a string")
if not isinstance(cwl, dict):
return cwl
if cwl.get("class") != "Workflow":
return cwl
for _, v in enumerate(cwl["steps"]):
if isinstance(v, dict):
sys.stderr.write(
f"\n--\nRecursing into step {base_url.geturl()}:{v['id']}\n"
)
_run = v.get("run")
if isinstance(_run, str):
v["run"], new_base_url = utils.load_linked_file(
base_url, _run, is_import=True
)
v["run"] = pack_process(
v["run"],
new_base_url,
cwl.get("cwlVersion", cwl_version),
)
else:
v["run"] = pack_process(
v["run"],
base_url,
cwl.get("cwlVersion", cwl_version),
parent_user_defined_types,
)
if "cwlVersion" in v["run"]:
parent_version = version.parse(
cwl.get("cwlVersion", cwl_version).strip("v")
)
this_version = version.parse(v["run"]["cwlVersion"].strip("v"))
if this_version > parent_version:
cwl["cwlVersion"] = v["run"]["cwlVersion"]
# not really enough, but hope for the best
return cwl
def add_missing_requirements(cwl: dict[str, Any]) -> dict[str, Any]:
"""Due to packing, we may need to add a "SubworkflowFeatureRequirement"."""
requirements = cwl.get("requirements", [])
present = {req["class"] for req in requirements}
def _add_req(_req_name: str) -> None:
nonlocal requirements
if _req_name not in present:
requirements += [{"class": _req_name}]
if cwl.get("class") == "Workflow":
sub_workflow = False
for step in cwl["steps"]:
if step["run"]["class"] == "Workflow":
sub_workflow = True
break
if sub_workflow:
_add_req("SubworkflowFeatureRequirement")
return cwl
def pack(cwl_path: str) -> dict[str, Any]:
"""Pack a CWL document at the given path."""
sys.stderr.write(f"Packing {cwl_path}\n")
file_path_url = urllib.parse.urlparse(cwl_path)
cwl, full_url = cast(
tuple[dict[str, Any], urllib.parse.ParseResult],
utils.load_linked_file(base_url=file_path_url, link="", is_import=True),
)
if "$graph" in cwl:
# assume already packed
return cwl
cwl = pack_process(cwl, full_url, cwl["cwlVersion"])
return cwl
|