mila-iqia
diff --git a/‎.github/workflows/build.yml‎
Lines changed: 4 additions & 7 deletions b/‎.github/workflows/build.yml‎
Lines changed: 4 additions & 7 deletions
diff --git a/‎milatools/cli/commands.py‎
Lines changed: 80 additions & 52 deletions b/‎milatools/cli/commands.py‎
Lines changed: 80 additions & 52 deletions
diff --git a/‎milatools/cli/local.py‎
Lines changed: 8 additions & 2 deletions b/‎milatools/cli/local.py‎
Lines changed: 8 additions & 2 deletions
@@ -33,7 +33,7 @@ jobs:
         python -m pip install --upgrade pip
         pip install poetry
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
         cache: poetry
@@ -59,9 +59,6 @@ jobs:
     - name: Test with pytest
       run: poetry run pytest --cov=milatools --cov-report=xml --cov-append
 
-    - name: Test with pytest (with -s flag)
-      run: poetry run pytest --cov=milatools --cov-report=xml --cov-append -s
-
     - name: Upload coverage reports to Codecov
       uses: codecov/codecov-action@v3
       with:
@@ -96,7 +93,7 @@ jobs:
         options: --health-cmd="mysqladmin ping" --health-interval=10s --health-timeout=5s --health-retries=3
 
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
 
       # NOTE: Replacing this with our customized version of
       # - uses: koesterlab/setup-slurm-action@v1
@@ -120,7 +117,7 @@ jobs:
           ssh -o 'StrictHostKeyChecking no' localhost id
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v3
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
 
@@ -131,7 +128,7 @@ jobs:
           poetry install --with=dev
 
       - name: Launch integration tests
-        run: poetry run pytest tests/cli/test_slurm_remote.py --cov=milatools --cov-report=xml --cov-append -s -vvv --log-level=DEBUG
+        run: poetry run pytest tests/integration --cov=milatools --cov-report=xml --cov-append -s -vvv --log-level=DEBUG
         timeout-minutes: 3
         env:
           SLURM_CLUSTER: localhost
 
@@ -51,6 +51,8 @@
     MilatoolsUserError,
     SSHConnectionError,
     T,
+    cluster_to_connect_kwargs,
+    currently_in_a_test,
     get_fully_qualified_hostname_of_compute_node,
     get_fully_qualified_name,
     make_process,
@@ -492,7 +494,7 @@ def code(
     persist: bool,
     job: str | None,
     node: str | None,
-    alloc: Sequence[str],
+    alloc: list[str],
     cluster: Cluster = "mila",
 ):
     """Open a remote VSCode session on a compute node.
@@ -525,13 +527,12 @@ def code(
     if command is None:
         command = os.environ.get("MILATOOLS_CODE_COMMAND", "code")
 
-    if remote.hostname != "graham":  # graham doesn't use lustre for $HOME
-        try:
-            check_disk_quota(remote)
-        except MilatoolsUserError:
-            raise
-        except Exception as exc:
-            logger.warning(f"Unable to check the disk-quota on the cluster: {exc}")
+    try:
+        check_disk_quota(remote)
+    except MilatoolsUserError:
+        raise
+    except Exception as exc:
+        logger.warning(f"Unable to check the disk-quota on the cluster: {exc}")
 
     vscode_extensions_folder = Path.home() / ".vscode/extensions"
     if vscode_extensions_folder.exists() and no_internet_on_compute_nodes(cluster):
@@ -618,6 +619,8 @@ def code(
                 "The editor was closed. Reopen it with <Enter>"
                 " or terminate the process with <Ctrl+C>"
             )
+            if currently_in_a_test():
+                break
             input()
 
     except KeyboardInterrupt:
@@ -714,7 +717,7 @@ def serve_list(purge: bool):
 
 
 class StandardServerArgs(TypedDict):
-    alloc: Sequence[str]
+    alloc: list[str]
     """Extra options to pass to slurm."""
 
     job: str | None
@@ -922,7 +925,7 @@ def _standard_server(
     name: str | None,
     node: str | None,
     job: str | None,
-    alloc: Sequence[str],
+    alloc: list[str],
     port_pattern=None,
     token_pattern=None,
 ):
@@ -1074,54 +1077,83 @@ def _standard_server(
         proc.kill()
 
 
-def _get_disk_quota_usage(
-    remote: Remote, print_command_output: bool = True
+def _parse_lfs_quota_output(
+    lfs_quota_output: str,
 ) -> tuple[tuple[float, float], tuple[int, int]]:
-    """Checks the disk quota on the $HOME filesystem on the mila cluster.
-
-    Returns whether the quota is exceeded, in terms of storage space or number of files.
-    """
+    """Parses space and # of files (usage, limit) from the  output of `lfs quota`."""
+    lines = lfs_quota_output.splitlines()
+
+    header_line: str | None = None
+    header_line_index: int | None = None
+    for index, line in enumerate(lines):
+        if (
+            len(line_parts := line.strip().split()) == 9
+            and line_parts[0].lower() == "filesystem"
+        ):
+            header_line = line
+            header_line_index = index
+            break
+    assert header_line
+    assert header_line_index is not None
+
+    values_line_parts: list[str] = []
+    # The next line may overflow to two (or maybe even more?) lines if the name of the
+    # $HOME dir is too long.
+    for content_line in lines[header_line_index + 1 :]:
+        additional_values = content_line.strip().split()
+        assert len(values_line_parts) < 9
+        values_line_parts.extend(additional_values)
+        if len(values_line_parts) == 9:
+            break
 
-    # NOTE: This is what the output of the command looks like on the Mila cluster:
-    #
-    # $ lfs quota -u $USER /home/mila
-    # Disk quotas for usr normandf (uid 1471600598):
-    #     Filesystem  kbytes   quota   limit   grace   files   quota   limit   grace
-    #     /home/mila 101440844       0 104857600       -  936140       0 1048576       -
-    # uid 1471600598 is using default block quota setting
-    # uid 1471600598 is using default file quota setting
-    #
-    home_disk_quota_output = remote.get_output(
-        "lfs quota -u $USER $HOME", hide=not print_command_output
-    )
-    lines = home_disk_quota_output.splitlines()
+    assert len(values_line_parts) == 9, values_line_parts
     (
         _filesystem,
         used_kbytes,
-        _quota1,
+        _quota_kbytes,
         limit_kbytes,
-        _grace1,
+        _grace_kbytes,
         files,
-        _quota2,
+        _quota_files,
         limit_files,
-        _grace2,
-    ) = lines[2].strip().split()
+        _grace_files,
+    ) = values_line_parts
 
-    used_gb = float(int(used_kbytes.strip()) / (1024) ** 2)
-    max_gb = float(int(limit_kbytes.strip()) / (1024) ** 2)
+    used_gb = int(used_kbytes.strip()) / (1024**2)
+    max_gb = int(limit_kbytes.strip()) / (1024**2)
     used_files = int(files.strip())
     max_files = int(limit_files.strip())
     return (used_gb, max_gb), (used_files, max_files)
 
 
 def check_disk_quota(remote: Remote) -> None:
-    cluster = (
-        "mila"  # todo: if we run this on CC, then we should use `diskusage_report`
-    )
-    # todo: Check the disk-quota of other filesystems if needed.
-    filesystem = "$HOME"
+    cluster = remote.hostname
+
+    # NOTE: This is what the output of the command looks like on the Mila cluster:
+    #
+    # Disk quotas for usr normandf (uid 1471600598):
+    #      Filesystem  kbytes   quota   limit   grace   files   quota   limit   grace
+    # /home/mila/n/normandf
+    #                 95747836       0 104857600       -  908722       0 1048576       -
+    # uid 1471600598 is using default block quota setting
+    # uid 1471600598 is using default file quota setting
+
+    # Need to assert this, otherwise .get_output calls .run which would spawn a job!
+    assert not isinstance(remote, SlurmRemote)
+    if not remote.get_output("which lfs", hide=True):
+        logger.debug("Cluster doesn't have the lfs command. Skipping check.")
+        return
+
     logger.debug("Checking disk quota on $HOME...")
-    (used_gb, max_gb), (used_files, max_files) = _get_disk_quota_usage(remote)
+
+    home_disk_quota_output = remote.get_output("lfs quota -u $USER $HOME", hide=True)
+    if "not on a mounted Lustre filesystem" in home_disk_quota_output:
+        logger.debug("Cluster doesn't use lustre on $HOME filesystem. Skipping check.")
+        return
+
+    (used_gb, max_gb), (used_files, max_files) = _parse_lfs_quota_output(
+        home_disk_quota_output
+    )
     logger.debug(
         f"Disk usage: {used_gb:.1f} / {max_gb} GiB and {used_files} / {max_files} files"
     )
@@ -1144,7 +1176,7 @@ def check_disk_quota(remote: Remote) -> None:
     if used_gb >= max_gb or used_files >= max_files:
         raise MilatoolsUserError(
             T.red(
-                f"ERROR: Your disk quota on the {filesystem} filesystem is exceeded! "
+                f"ERROR: Your disk quota on the $HOME filesystem is exceeded! "
                 f"({reason}).\n"
                 f"To fix this, login to the cluster with `ssh {cluster}` and free up "
                 f"some space, either by deleting files, or by moving them to a "
@@ -1153,24 +1185,20 @@ def check_disk_quota(remote: Remote) -> None:
         )
     if max(size_ratio, files_ratio) > 0.9:
         warning_message = (
-            f"WARNING: You are getting pretty close to your disk quota on the $HOME "
+            f"You are getting pretty close to your disk quota on the $HOME "
             f"filesystem: ({reason})\n"
             "Please consider freeing up some space in your $HOME folder, either by "
             "deleting files, or by moving them to a more suitable filesystem.\n"
             + freeing_up_space_instructions
         )
-        # TODO: Perhaps we could use the logger or the warnings package instead of just
-        # printing?
-        # logger.warning(UserWarning(warning_message))
-        # warnings.warn(UserWarning(T.yellow(warning_message)))
-        print(UserWarning(T.yellow(warning_message)))
+        logger.warning(UserWarning(warning_message))
 
 
 def _find_allocation(
     remote: Remote,
     node: str | None,
     job: str | None,
-    alloc: Sequence[str],
+    alloc: list[str],
     cluster: Cluster = "mila",
     job_name: str = "mila-tools",
 ):
@@ -1179,11 +1207,11 @@ def _find_allocation(
 
     if node is not None:
         node_name = get_fully_qualified_hostname_of_compute_node(node, cluster=cluster)
-        return Remote(node_name)
+        return Remote(node_name, connect_kwargs=cluster_to_connect_kwargs.get(cluster))
 
     elif job is not None:
         node_name = remote.get_output(f"squeue --jobs {job} -ho %N")
-        return Remote(node_name)
+        return Remote(node_name, connect_kwargs=cluster_to_connect_kwargs.get(cluster))
 
     else:
         alloc = ["-J", job_name, *alloc]
 
@@ -9,7 +9,7 @@
 import paramiko.ssh_exception
 from typing_extensions import deprecated
 
-from .utils import CommandNotFoundError, T, shjoin
+from .utils import CommandNotFoundError, T, cluster_to_connect_kwargs, shjoin
 
 logger = get_logger(__name__)
 
@@ -76,7 +76,13 @@ def display(split_command: list[str] | tuple[str, ...] | str) -> None:
 
 def check_passwordless(host: str) -> bool:
     try:
-        with fabric.Connection(host) as connection:
+        connect_kwargs_for_host = {"allow_agent": False}
+        if host in cluster_to_connect_kwargs:
+            connect_kwargs_for_host.update(cluster_to_connect_kwargs[host])
+        with fabric.Connection(
+            host,
+            connect_kwargs=connect_kwargs_for_host,
+        ) as connection:
             results: fabric.runners.Result = connection.run(
                 "echo OK",
                 in_stream=False,