Source code for galaxy.tools.deps.container_classes

import os
import string
from abc import (
    ABCMeta,
    abstractmethod
)

import six

from galaxy.containers.docker_model import DockerVolume
from galaxy.util import (
    asbool,
    in_directory
)
from . import (
    docker_util,
    singularity_util
)
from .requirements import (
    DEFAULT_CONTAINER_RESOLVE_DEPENDENCIES,
    DEFAULT_CONTAINER_SHELL,
)

DOCKER_CONTAINER_TYPE = "docker"
SINGULARITY_CONTAINER_TYPE = "singularity"

LOAD_CACHED_IMAGE_COMMAND_TEMPLATE = r'''
python << EOF
from __future__ import print_function

import json
import re
import subprocess
import tarfile

t = tarfile.TarFile("${cached_image_file}")
meta_str = t.extractfile('repositories').read()
meta = json.loads(meta_str)
tag, tag_value = meta.items()[0]
rev, rev_value = tag_value.items()[0]
cmd = "${images_cmd}"
proc = subprocess.Popen(cmd, shell=True, stdout=subprocess.PIPE)
stdo, stde = proc.communicate()
found = False
for line in stdo.split("\n"):
    tmp = re.split(r'\s+', line)
    if tmp[0] == tag and tmp[1] == rev and tmp[2] == rev_value:
        found = True
if not found:
    print("Loading image")
    cmd = "cat ${cached_image_file} | ${load_cmd}"
    subprocess.check_call(cmd, shell=True)
EOF
'''


[docs]@six.add_metaclass(ABCMeta)
class Container(object):

[docs]    def __init__(self, container_id, app_info, tool_info, destination_info, job_info, container_description):
        self.container_id = container_id
        self.app_info = app_info
        self.tool_info = tool_info
        self.destination_info = destination_info
        self.job_info = job_info
        self.container_description = container_description

[docs]    def prop(self, name, default):
        destination_name = "%s_%s" % (self.container_type, name)
        return self.destination_info.get(destination_name, default)

    @property
    def resolve_dependencies(self):
        return DEFAULT_CONTAINER_RESOLVE_DEPENDENCIES if not self.container_description else self.container_description.resolve_dependencies

    @property
    def shell(self):
        return DEFAULT_CONTAINER_SHELL if not self.container_description else self.container_description.shell

[docs]    @abstractmethod
    def containerize_command(self, command):
        """
        Use destination supplied container configuration parameters,
        container_id, and command to build a new command that runs
        input command in container.
        """


[docs]def preprocess_volumes(volumes_raw_str, container_type):
    """Process Galaxy volume specification string to either Docker or Singularity specification.

    Galaxy allows the mount try "default_ro" which translates to ro for Docker and
    ro for Singularity iff no subdirectories are rw (Singularity does not allow ro
    parent directories with rw subdirectories).

    >>> preprocess_volumes("/a/b", DOCKER_CONTAINER_TYPE)
    ['/a/b:rw']
    >>> preprocess_volumes("/a/b:ro,/a/b/c:rw", DOCKER_CONTAINER_TYPE)
    ['/a/b:ro', '/a/b/c:rw']
    >>> preprocess_volumes("/a/b:default_ro,/a/b/c:rw", DOCKER_CONTAINER_TYPE)
    ['/a/b:ro', '/a/b/c:rw']
    >>> preprocess_volumes("/a/b:default_ro,/a/b/c:rw", SINGULARITY_CONTAINER_TYPE)
    ['/a/b:rw', '/a/b/c:rw']
    """

    volumes_raw_strs = [v.strip() for v in volumes_raw_str.split(",")]
    volumes = []
    rw_paths = []

    for volume_raw_str in volumes_raw_strs:
        volume_parts = volume_raw_str.split(":")
        if len(volume_parts) > 2:
            raise Exception("Unparsable volumes string in configuration [%s]" % volumes_raw_str)
        if len(volume_parts) == 1:
            volume_parts.append("rw")
        volumes.append(volume_parts)
        if volume_parts[1] == "rw":
            rw_paths.append(volume_parts[0])

    for volume in volumes:
        path = volume[0]
        how = volume[1]

        if how == "default_ro":
            how = "ro"
            if container_type == SINGULARITY_CONTAINER_TYPE:
                for rw_path in rw_paths:
                    if in_directory(rw_path, path):
                        how = "rw"

        volume[1] = how

    return [":".join(v) for v in volumes]


[docs]class HasDockerLikeVolumes(object):
    """Mixin to share functionality related to Docker volume handling.

    Singularity seems to have a fairly compatible syntax for volume handling.
    """

    def _expand_volume_str(self, value):
        if not value:
            return value

        template = string.Template(value)
        variables = dict()

        def add_var(name, value):
            if value:
                if not value.startswith("$"):
                    value = os.path.abspath(value)
                variables[name] = value

        add_var("working_directory", self.job_info.working_directory)
        add_var("tmp_directory", self.job_info.tmp_directory)
        add_var("job_directory", self.job_info.job_directory)
        add_var("tool_directory", self.job_info.tool_directory)
        add_var("galaxy_root", self.app_info.galaxy_root_dir)
        add_var("default_file_path", self.app_info.default_file_path)
        add_var("library_import_dir", self.app_info.library_import_dir)

        if self.job_info.job_directory and self.job_info.job_directory_type == "pulsar":
            # We have a Pulsar job directory, so everything needed (excluding index
            # files) should be available in job_directory...
            defaults = "$job_directory:default_ro"
            if self.job_info.tool_directory:
                defaults += ",$tool_directory:default_ro"
            defaults += ",$job_directory/outputs:rw,$working_directory:rw"
        else:
            defaults = "$galaxy_root:default_ro"
            if self.job_info.tool_directory:
                defaults += ",$tool_directory:default_ro"
            if self.job_info.job_directory:
                defaults += ",$job_directory:default_ro"
            if self.job_info.tmp_directory is not None:
                defaults += ",$tmp_directory:rw"
            if self.app_info.outputs_to_working_directory:
                # Should need default_file_path (which is of course an estimate given
                # object stores anyway).
                defaults += ",$working_directory:rw,$default_file_path:default_ro"
            else:
                defaults += ",$working_directory:rw,$default_file_path:rw"

        if self.app_info.library_import_dir:
            defaults += ",$library_import_dir:default_ro"

        # Define $defaults that can easily be extended with external library and
        # index data without deployer worrying about above details.
        variables["defaults"] = string.Template(defaults).safe_substitute(variables)

        volumes_str = template.safe_substitute(variables)

        # Not all tools have a tool_directory - strip this out if supplied by
        # job_conf.
        tool_directory_index = volumes_str.find("$tool_directory")
        if tool_directory_index > 0:
            end_index = volumes_str.find(",", tool_directory_index)
            if end_index < 0:
                end_index = len(volumes_str)
            volumes_str = volumes_str[0:tool_directory_index] + volumes_str[end_index:len(volumes_str)]

        return volumes_str


[docs]class DockerContainer(Container, HasDockerLikeVolumes):

    container_type = DOCKER_CONTAINER_TYPE

    @property
    def docker_host_props(self):
        docker_host_props = dict(
            docker_cmd=self.prop("cmd", docker_util.DEFAULT_DOCKER_COMMAND),
            sudo=asbool(self.prop("sudo", docker_util.DEFAULT_SUDO)),
            sudo_cmd=self.prop("sudo_cmd", docker_util.DEFAULT_SUDO_COMMAND),
            host=self.prop("host", docker_util.DEFAULT_HOST),
        )
        return docker_host_props

[docs]    def build_pull_command(self):
        return docker_util.build_pull_command(self.container_id, **self.docker_host_props)

[docs]    def containerize_command(self, command):
        env_directives = []
        for pass_through_var in self.tool_info.env_pass_through:
            env_directives.append('"%s=$%s"' % (pass_through_var, pass_through_var))

        # Allow destinations to explicitly set environment variables just for
        # docker container. Better approach is to set for destination and then
        # pass through only what tool needs however. (See todo in ToolInfo.)
        for key, value in six.iteritems(self.destination_info):
            if key.startswith("docker_env_"):
                env = key[len("docker_env_"):]
                env_directives.append('"%s=%s"' % (env, value))

        working_directory = self.job_info.working_directory
        if not working_directory:
            raise Exception("Cannot containerize command [%s] without defined working directory." % working_directory)

        volumes_raw = self._expand_volume_str(self.destination_info.get("docker_volumes", "$defaults"))
        preprocessed_volumes_list = preprocess_volumes(volumes_raw, self.container_type)
        # TODO: Remove redundant volumes...
        volumes = [DockerVolume.from_str(v) for v in preprocessed_volumes_list]
        # If a tool definitely has a temp directory available set it to /tmp in container for compat.
        # with CWL. This is part of that spec and should make it easier to share containers between CWL
        # and Galaxy.
        if self.job_info.tmp_directory is not None:
            volumes.append(DockerVolume.from_str("%s:/tmp:rw" % self.job_info.tmp_directory))
        volumes_from = self.destination_info.get("docker_volumes_from", docker_util.DEFAULT_VOLUMES_FROM)

        docker_host_props = self.docker_host_props

        cached_image_file = self.__get_cached_image_file()
        if not cached_image_file:
            # TODO: Add option to cache it once here and create cached_image_file.
            cache_command = docker_util.build_docker_cache_command(self.container_id, **docker_host_props)
        else:
            cache_command = self.__cache_from_file_command(cached_image_file, docker_host_props)
        run_command = docker_util.build_docker_run_command(
            command,
            self.container_id,
            volumes=volumes,
            volumes_from=volumes_from,
            env_directives=env_directives,
            working_directory=working_directory,
            net=self.prop("net", "none"),  # By default, docker instance has networking disabled
            auto_rm=asbool(self.prop("auto_rm", docker_util.DEFAULT_AUTO_REMOVE)),
            set_user=self.prop("set_user", docker_util.DEFAULT_SET_USER),
            run_extra_arguments=self.prop("run_extra_arguments", docker_util.DEFAULT_RUN_EXTRA_ARGUMENTS),
            **docker_host_props
        )
        return "%s\n%s" % (cache_command, run_command)

    def __cache_from_file_command(self, cached_image_file, docker_host_props):
        images_cmd = docker_util.build_docker_images_command(truncate=False, **docker_host_props)
        load_cmd = docker_util.build_docker_load_command(**docker_host_props)

        return string.Template(LOAD_CACHED_IMAGE_COMMAND_TEMPLATE).safe_substitute(
            cached_image_file=cached_image_file,
            images_cmd=images_cmd,
            load_cmd=load_cmd
        )

    def __get_cached_image_file(self):
        container_id = self.container_id
        cache_directory = os.path.abspath(self.__get_destination_overridable_property("container_image_cache_path"))
        cache_path = docker_cache_path(cache_directory, container_id)
        return cache_path if os.path.exists(cache_path) else None

    def __get_destination_overridable_property(self, name):
        prop_name = "docker_%s" % name
        if prop_name in self.destination_info:
            return self.destination_info[prop_name]
        else:
            return getattr(self.app_info, name)


[docs]def docker_cache_path(cache_directory, container_id):
    file_container_id = container_id.replace("/", "_slash_")
    cache_file_name = "docker_%s.tar" % file_container_id
    return os.path.join(cache_directory, cache_file_name)


[docs]class SingularityContainer(Container, HasDockerLikeVolumes):

    container_type = SINGULARITY_CONTAINER_TYPE

[docs]    def get_singularity_target_kwds(self):
        return dict(
            singularity_cmd=self.prop("cmd", singularity_util.DEFAULT_SINGULARITY_COMMAND),
            sudo=asbool(self.prop("sudo", singularity_util.DEFAULT_SUDO)),
            sudo_cmd=self.prop("sudo_cmd", singularity_util.DEFAULT_SUDO_COMMAND),
        )

[docs]    def build_mulled_singularity_pull_command(self, cache_directory, namespace="biocontainers"):
        return singularity_util.pull_mulled_singularity_command(
            docker_image_identifier=self.container_id,
            cache_directory=cache_directory,
            namespace=namespace,
            **self.get_singularity_target_kwds()
        )

[docs]    def containerize_command(self, command):

        env = []
        for pass_through_var in self.tool_info.env_pass_through:
            env.append((pass_through_var, "$%s" % pass_through_var))

        # Allow destinations to explicitly set environment variables just for
        # docker container. Better approach is to set for destination and then
        # pass through only what tool needs however. (See todo in ToolInfo.)
        for key, value in six.iteritems(self.destination_info):
            if key.startswith("singularity_env_"):
                real_key = key[len("singularity_env_"):]
                env.append((real_key, value))

        working_directory = self.job_info.working_directory
        if not working_directory:
            raise Exception("Cannot containerize command [%s] without defined working directory." % working_directory)

        volumes_raw = self._expand_volume_str(self.destination_info.get("singularity_volumes", "$defaults"))
        preprocessed_volumes_list = preprocess_volumes(volumes_raw, self.container_type)
        volumes = [DockerVolume.from_str(v) for v in preprocessed_volumes_list]

        run_command = singularity_util.build_singularity_run_command(
            command,
            self.container_id,
            volumes=volumes,
            env=env,
            working_directory=working_directory,
            run_extra_arguments=self.prop("run_extra_arguments", singularity_util.DEFAULT_RUN_EXTRA_ARGUMENTS),
            **self.get_singularity_target_kwds()
        )
        return run_command


CONTAINER_CLASSES = dict(
    docker=DockerContainer,
    singularity=SingularityContainer,
)


[docs]class NullContainer(object):

[docs]    def __init__(self):
        pass

    def __bool__(self):
        return False
    __nonzero__ = __bool__


NULL_CONTAINER = NullContainer()