ci: pre-install in separate step

.actions/assistant.py

@@ -8,7 +8,7 @@
 from datetime import datetime
 from shutil import copyfile
 from textwrap import wrap
-from typing import Any, Dict, List, Optional, Sequence, Tuple
+from typing import Any, Dict, List, Optional, Sequence, Tuple, Union
 from warnings import warn
 
 import fire
@@ -283,11 +283,12 @@ def _valid_accelerator(folder: str) -> bool:
         return any(ac in meta_accels for ac in device_accels)
 
     @staticmethod
-    def _parse_requirements(folder: str) -> Tuple[str, str]:
+    def _parse_requirements(folder: str, formatted: bool = True) -> Union[Tuple[str, str], Tuple[list, list]]:
         """Parse standard requirements from meta file.
 
         Args:
             folder: path to the folder with python script, meta and artefacts
+            formatted: format it into two strings
 
         """
         meta = AssistantCLI._load_meta(folder)
@@ -298,15 +299,27 @@ def _parse_requirements(folder: str) -> Tuple[str, str]:
             for k, v in meta.items()
             if k.startswith(AssistantCLI._META_PIP_KEY)
         }
-        pip_args = ['--extra-index-url="https://download.pytorch.org/whl/"' + _RUNTIME_VERSIONS.get("DEVICE")]
+        pip_args = [f'--extra-index-url="https://download.pytorch.org/whl/{_RUNTIME_VERSIONS.get("DEVICE")}"']
         for pip_key in meta_pip_args:
             if not isinstance(meta_pip_args[pip_key], (list, tuple, set)):
                 meta_pip_args[pip_key] = [meta_pip_args[pip_key]]
             for arg in meta_pip_args[pip_key]:
                 arg = arg % _RUNTIME_VERSIONS
                 pip_args.append(f"--{pip_key} {arg}")
+        if formatted:
+            return " ".join([f'"{req}"' for req in requires]), " ".join(pip_args)
+        return list(requires), pip_args
 
-        return " ".join([f'"{req}"' for req in requires]), " ".join(pip_args)
+    @staticmethod
+    def pip_install(folder: str) -> str:
+        """Print all notebook requirements to be pre-installed in format of requirements file.
+
+        Args:
+            folder: path to the folder with python script, meta and artefacts
+
+        """
+        req, args = AssistantCLI._parse_requirements(folder, formatted=False)
+        return os.linesep.join(req) + os.linesep + os.linesep.join(args)
 
     @staticmethod
     def _bash_download_data(folder: str) -> List[str]:

.azure/ipynb-publish.yml

@@ -143,9 +143,11 @@ jobs:
       - bash: |
           set -e
           pip --version
-          # todo: export requirements for notebooks to file and execute
           # todo: adjust torch ecosystem versions
           pip install -r requirements.txt
+          # export requirements for notebooks to file and execute
+          python .actions/assistant.py pip-install --folder=$(notebook) > notebook.txt
+          pip install -r notebook.txt
         displayName: "Install dependencies"
         timeoutInMinutes: "15"
 
@@ -156,14 +158,14 @@ jobs:
           python -m papermill --version
         displayName: "Sanity check"
 
-      - bash: python .actions/assistant.py convert-ipynb $(notebook)
+      - bash: python .actions/assistant.py convert-ipynb --folder=$(notebook)
         displayName: "Generate notebook"
         timeoutInMinutes: "5"
 
       - bash: |
           set -e
           mkdir $(PATH_DATASETS)
-          python .actions/assistant.py bash-render $(notebook)
+          python .actions/assistant.py bash-render --folder=$(notebook)
           cat .actions/_ipynb-render.sh
           bash .actions/_ipynb-render.sh
           git status

.azure/ipynb-validate.yml

@@ -85,7 +85,8 @@ jobs:
           set -e
           pip --version
           pip install -r requirements.txt
-          pip list
+          python .actions/assistant.py pip-install --folder=$(notebook) > notebook.txt
+          pip install -r notebook.txt
         displayName: "Install dependencies"
 
       - bash: |
@@ -94,13 +95,13 @@ jobs:
           python -c "import torch ; mgpu = torch.cuda.device_count() ; assert mgpu > 0, f'GPU: {mgpu}'"
         displayName: "Sanity check"
 
-      - bash: python .actions/assistant.py convert-ipynb $(notebook)
+      - bash: python .actions/assistant.py convert-ipynb --folder=$(notebook)
         displayName: "Generate notebook"
 
       - bash: |
           set -e
           mkdir $(PATH_DATASETS)
-          python .actions/assistant.py bash-validate $(notebook)
+          python .actions/assistant.py bash-validate --folder=$(notebook)
           cat .actions/_ipynb-validate.sh
           bash .actions/_ipynb-validate.sh
         env: