Mercurial > repos > shellac > guppy_basecaller
view env/lib/python3.7/site-packages/cwltool/provenance.py @ 4:79f47841a781 draft
"planemo upload commit 2a0fe2cc28b09e101d37293e53e82f61762262ec"
author | shellac |
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date | Thu, 14 May 2020 16:47:39 -0400 |
parents | 26e78fe6e8c4 |
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"""Stores Research Object including provenance.""" from __future__ import absolute_import import copy import datetime import hashlib import logging import os import re import shutil import tempfile import uuid from collections import OrderedDict from getpass import getuser from io import BytesIO, FileIO, TextIOWrapper, open from socket import getfqdn from typing import (IO, Any, Callable, Dict, List, Generator, MutableMapping, Optional, Set, Tuple, Union, cast) from types import ModuleType import prov.model as provM import six from prov.identifier import Identifier, Namespace from prov.model import (PROV, ProvActivity, # pylint: disable=unused-import ProvDocument, ProvEntity) from pathlib2 import Path, PurePosixPath, PurePath from ruamel import yaml from schema_salad.sourceline import SourceLine from six.moves import urllib from typing_extensions import (TYPE_CHECKING, # pylint: disable=unused-import Text) # move to a regular typing import when Python 3.3-3.6 is no longer supported from .context import RuntimeContext # pylint: disable=unused-import from .errors import WorkflowException from .loghandler import _logger from .pathmapper import get_listing from .process import Process, shortname # pylint: disable=unused-import from .stdfsaccess import StdFsAccess # pylint: disable=unused-import from .utils import json_dumps, versionstring, onWindows # imports needed for retrieving user data if onWindows(): import ctypes # pylint: disable=unused-import else: try: import pwd # pylint: disable=unused-import except ImportError: pass if TYPE_CHECKING: from .command_line_tool import CommandLineTool, ExpressionTool # pylint: disable=unused-import from .workflow import Workflow # pylint: disable=unused-import if six.PY2: class PermissionError(OSError): # pylint: disable=redefined-builtin """Needed for Python2.""" pass __citation__ = "https://doi.org/10.5281/zenodo.1208477" # NOTE: Semantic versioning of the CWLProv Research Object # **and** the cwlprov files # # Rough guide (major.minor.patch): # 1. Bump major number if removing/"breaking" resources or PROV statements # 2. Bump minor number if adding resources or PROV statements # 3. Bump patch number for non-breaking non-adding changes, # e.g. fixing broken relative paths CWLPROV_VERSION = "https://w3id.org/cwl/prov/0.6.0" # Research Object folders METADATA = "metadata" DATA = "data" WORKFLOW = "workflow" SNAPSHOT = "snapshot" # sub-folders MAIN = os.path.join(WORKFLOW, "main") PROVENANCE = os.path.join(METADATA, "provenance") LOGS = os.path.join(METADATA, "logs") WFDESC = Namespace("wfdesc", 'http://purl.org/wf4ever/wfdesc#') WFPROV = Namespace("wfprov", 'http://purl.org/wf4ever/wfprov#') WF4EVER = Namespace("wf4ever", 'http://purl.org/wf4ever/wf4ever#') RO = Namespace("ro", 'http://purl.org/wf4ever/ro#') ORE = Namespace("ore", 'http://www.openarchives.org/ore/terms/') FOAF = Namespace("foaf", 'http://xmlns.com/foaf/0.1/') SCHEMA = Namespace("schema", 'http://schema.org/') CWLPROV = Namespace('cwlprov', 'https://w3id.org/cwl/prov#') ORCID = Namespace("orcid", "https://orcid.org/") UUID = Namespace("id", "urn:uuid:") # BagIt and YAML always use UTF-8 ENCODING = "UTF-8" TEXT_PLAIN = 'text/plain; charset="%s"' % ENCODING # sha1, compatible with the File type's "checksum" field # e.g. "checksum" = "sha1$47a013e660d408619d894b20806b1d5086aab03b" # See ./cwltool/schemas/v1.0/Process.yml Hasher = hashlib.sha1 SHA1 = "sha1" SHA256 = "sha256" SHA512 = "sha512" # TODO: Better identifiers for user, at least # these should be preserved in ~/.config/cwl for every execution # on this host USER_UUID = uuid.uuid4().urn ACCOUNT_UUID = uuid.uuid4().urn def _posix_path(local_path): # type: (Text) -> Text return str(PurePosixPath(Path(local_path))) def _local_path(posix_path): # type: (Text) -> Text return str(Path(posix_path)) def _whoami(): # type: () -> Tuple[Text,Text] """Return the current operating system account as (username, fullname).""" username = getuser() try: if onWindows(): get_user_name = ctypes.windll.secur32.GetUserNameExW # type: ignore size = ctypes.pointer(ctypes.c_ulong(0)) get_user_name(3, None, size) name_buffer = ctypes.create_unicode_buffer(size.contents.value) get_user_name(3, name_buffer, size) fullname = str(name_buffer.value) else: fullname = pwd.getpwuid(os.getuid())[4].split(',')[0] except (KeyError, IndexError): fullname = username return (username, fullname) class WritableBagFile(FileIO): """Writes files in research object.""" def __init__(self, research_object, rel_path): # type: (ResearchObject, Text) -> None """Initialize an ROBagIt.""" self.research_object = research_object if Path(rel_path).is_absolute(): raise ValueError("rel_path must be relative: %s" % rel_path) self.rel_path = rel_path self.hashes = {SHA1: hashlib.sha1(), # nosec SHA256: hashlib.sha256(), SHA512: hashlib.sha512()} # Open file in Research Object folder path = os.path.abspath(os.path.join(research_object.folder, _local_path(rel_path))) if not path.startswith(os.path.abspath(research_object.folder)): raise ValueError("Path is outside Research Object: %s" % path) super(WritableBagFile, self).__init__(str(path), mode="w") def write(self, b): # type: (Union[bytes, Text]) -> int if isinstance(b, bytes): real_b = b else: real_b = b.encode('utf-8') total = 0 length = len(real_b) while total < length: ret = super(WritableBagFile, self).write(real_b) if ret: total += ret for _ in self.hashes.values(): _.update(real_b) return total def close(self): # type: () -> None # FIXME: Convert below block to a ResearchObject method? if self.rel_path.startswith("data/"): self.research_object.bagged_size[self.rel_path] = self.tell() else: self.research_object.tagfiles.add(self.rel_path) super(WritableBagFile, self).close() # { "sha1": "f572d396fae9206628714fb2ce00f72e94f2258f" } checksums = {} for name in self.hashes: checksums[name] = self.hashes[name].hexdigest().lower() self.research_object.add_to_manifest(self.rel_path, checksums) # To simplify our hash calculation we won't support # seeking, reading or truncating, as we can't do # similar seeks in the current hash. # TODO: Support these? At the expense of invalidating # the current hash, then having to recalculate at close() def seekable(self): # type: () -> bool return False def readable(self): # type: () -> bool return False def truncate(self, size=None): # type: (Optional[int]) -> int # FIXME: This breaks contract IOBase, # as it means we would have to recalculate the hash if size is not None: raise IOError("WritableBagFile can't truncate") return self.tell() def _check_mod_11_2(numeric_string): # type: (Text) -> bool """ Validate numeric_string for its MOD-11-2 checksum. Any "-" in the numeric_string are ignored. The last digit of numeric_string is assumed to be the checksum, 0-9 or X. See ISO/IEC 7064:2003 and https://support.orcid.org/knowledgebase/articles/116780-structure-of-the-orcid-identifier """ # Strip - nums = numeric_string.replace("-", "") total = 0 # skip last (check)digit for num in nums[:-1]: digit = int(num) total = (total+digit)*2 remainder = total % 11 result = (12-remainder) % 11 if result == 10: checkdigit = "X" else: checkdigit = str(result) # Compare against last digit or X return nums[-1].upper() == checkdigit def _valid_orcid(orcid): # type: (Optional[Text]) -> Text """ Ensure orcid is a valid ORCID identifier. The string must be equivalent to one of these forms: 0000-0002-1825-0097 orcid.org/0000-0002-1825-0097 http://orcid.org/0000-0002-1825-0097 https://orcid.org/0000-0002-1825-0097 If the ORCID number or prefix is invalid, a ValueError is raised. The returned ORCID string is always in the form of: https://orcid.org/0000-0002-1825-0097 """ if orcid is None or not orcid: raise ValueError(u'ORCID cannot be unspecified') # Liberal in what we consume, e.g. ORCID.org/0000-0002-1825-009x orcid = orcid.lower() match = re.match( # Note: concatinated r"" r"" below so we can add comments to pattern # Optional hostname, with or without protocol r"(http://orcid\.org/|https://orcid\.org/|orcid\.org/)?" # alternative pattern, but probably messier # r"^((https?://)?orcid.org/)?" # ORCID number is always 4x4 numerical digits, # but last digit (modulus 11 checksum) # can also be X (but we made it lowercase above). # e.g. 0000-0002-1825-0097 # or 0000-0002-1694-233x r"(?P<orcid>(\d{4}-\d{4}-\d{4}-\d{3}[0-9x]))$", orcid) help_url = u"https://support.orcid.org/knowledgebase/articles/"\ "116780-structure-of-the-orcid-identifier" if not match: raise ValueError(u"Invalid ORCID: %s\n%s" % (orcid, help_url)) # Conservative in what we produce: # a) Ensure any checksum digit is uppercase orcid_num = match.group("orcid").upper() # b) ..and correct if not _check_mod_11_2(orcid_num): raise ValueError( u"Invalid ORCID checksum: %s\n%s" % (orcid_num, help_url)) # c) Re-add the official prefix https://orcid.org/ return u"https://orcid.org/%s" % orcid_num class ProvenanceProfile(): """ Provenance profile. Populated as the workflow runs. """ def __init__(self, research_object, # type: ResearchObject full_name, # type: str host_provenance, # type: bool user_provenance, # type: bool orcid, # type: str fsaccess, # type: StdFsAccess run_uuid=None # type: Optional[uuid.UUID] ): # type: (...) -> None """Initialize the provenance profile.""" self.fsaccess = fsaccess self.orcid = orcid self.research_object = research_object self.folder = self.research_object.folder self.document = ProvDocument() self.host_provenance = host_provenance self.user_provenance = user_provenance self.engine_uuid = research_object.engine_uuid self.add_to_manifest = self.research_object.add_to_manifest if self.orcid: _logger.debug(u"[provenance] Creator ORCID: %s", self.orcid) self.full_name = full_name if self.full_name: _logger.debug(u"[provenance] Creator Full name: %s", self.full_name) if run_uuid is None: run_uuid = uuid.uuid4() self.workflow_run_uuid = run_uuid self.workflow_run_uri = run_uuid.urn self.generate_prov_doc() def __str__(self): # type: () -> str """Represent this Provenvance profile as a string.""" return "ProvenanceProfile <%s> in <%s>" % ( self.workflow_run_uri, self.research_object) def generate_prov_doc(self): # type: () -> Tuple[str, ProvDocument] """Add basic namespaces.""" def host_provenance(document): # type: (ProvDocument) -> None """Record host provenance.""" document.add_namespace(CWLPROV) document.add_namespace(UUID) document.add_namespace(FOAF) hostname = getfqdn() # won't have a foaf:accountServiceHomepage for unix hosts, but # we can at least provide hostname document.agent( ACCOUNT_UUID, {provM.PROV_TYPE: FOAF["OnlineAccount"], "prov:location": hostname, CWLPROV["hostname"]: hostname}) self.cwltool_version = "cwltool %s" % versionstring().split()[-1] self.document.add_namespace( 'wfprov', 'http://purl.org/wf4ever/wfprov#') # document.add_namespace('prov', 'http://www.w3.org/ns/prov#') self.document.add_namespace( 'wfdesc', 'http://purl.org/wf4ever/wfdesc#') # TODO: Make this ontology. For now only has cwlprov:image self.document.add_namespace('cwlprov', 'https://w3id.org/cwl/prov#') self.document.add_namespace('foaf', 'http://xmlns.com/foaf/0.1/') self.document.add_namespace('schema', 'http://schema.org/') self.document.add_namespace('orcid', 'https://orcid.org/') self.document.add_namespace('id', 'urn:uuid:') # NOTE: Internet draft expired 2004-03-04 (!) # https://tools.ietf.org/html/draft-thiemann-hash-urn-01 # TODO: Change to nih:sha-256; hashes # https://tools.ietf.org/html/rfc6920#section-7 self.document.add_namespace('data', 'urn:hash::sha1:') # Also needed for docker images self.document.add_namespace(SHA256, "nih:sha-256;") # info only, won't really be used by prov as sub-resources use / self.document.add_namespace( 'researchobject', self.research_object.base_uri) # annotations self.metadata_ns = self.document.add_namespace( 'metadata', self.research_object.base_uri + METADATA + "/") # Pre-register provenance directory so we can refer to its files self.provenance_ns = self.document.add_namespace( 'provenance', self.research_object.base_uri + _posix_path(PROVENANCE) + "/") ro_identifier_workflow = self.research_object.base_uri \ + "workflow/packed.cwl#" self.wf_ns = self.document.add_namespace("wf", ro_identifier_workflow) ro_identifier_input = self.research_object.base_uri \ + "workflow/primary-job.json#" self.document.add_namespace("input", ro_identifier_input) # More info about the account (e.g. username, fullname) # may or may not have been previously logged by user_provenance() # .. but we always know cwltool was launched (directly or indirectly) # by a user account, as cwltool is a command line tool account = self.document.agent(ACCOUNT_UUID) if self.orcid or self.full_name: person = {provM.PROV_TYPE: PROV["Person"], "prov:type": SCHEMA["Person"]} if self.full_name: person["prov:label"] = self.full_name person["foaf:name"] = self.full_name person["schema:name"] = self.full_name else: # TODO: Look up name from ORCID API? pass agent = self.document.agent(self.orcid or uuid.uuid4().urn, person) self.document.actedOnBehalfOf(account, agent) else: if self.host_provenance: host_provenance(self.document) if self.user_provenance: self.research_object.user_provenance(self.document) # The execution of cwltool wfengine = self.document.agent( self.engine_uuid, {provM.PROV_TYPE: PROV["SoftwareAgent"], "prov:type": WFPROV["WorkflowEngine"], "prov:label": self.cwltool_version}) # FIXME: This datetime will be a bit too delayed, we should # capture when cwltool.py earliest started? self.document.wasStartedBy( wfengine, None, account, datetime.datetime.now()) # define workflow run level activity self.document.activity( self.workflow_run_uri, datetime.datetime.now(), None, {provM.PROV_TYPE: WFPROV["WorkflowRun"], "prov:label": "Run of workflow/packed.cwl#main"}) # association between SoftwareAgent and WorkflowRun main_workflow = "wf:main" self.document.wasAssociatedWith( self.workflow_run_uri, self.engine_uuid, main_workflow) self.document.wasStartedBy( self.workflow_run_uri, None, self.engine_uuid, datetime.datetime.now()) return (self.workflow_run_uri, self.document) def evaluate(self, process, # type: Process job, # type: Any job_order_object, # type: Dict[Text, Text] research_obj # type: ResearchObject ): # type: (...) -> None """Evaluate the nature of job.""" if not hasattr(process, "steps"): # record provenance of independent commandline tool executions self.prospective_prov(job) customised_job = copy_job_order(job, job_order_object) self.used_artefacts(customised_job, self.workflow_run_uri) research_obj.create_job(customised_job, job) elif hasattr(job, "workflow"): # record provenance of workflow executions self.prospective_prov(job) customised_job = copy_job_order(job, job_order_object) self.used_artefacts(customised_job, self.workflow_run_uri) def record_process_start(self, process, job, process_run_id=None): # type: (Process, Any, Optional[str]) -> Optional[str] if not hasattr(process, 'steps'): process_run_id = self.workflow_run_uri elif not hasattr(job, 'workflow'): # commandline tool execution as part of workflow name = str(job.name) if hasattr(job, 'name') else '' process_name = urllib.parse.quote(name, safe=":/,#") process_run_id = self.start_process(process_name, datetime.datetime.now()) return process_run_id def start_process(self, process_name, when, process_run_id=None): # type: (Text, datetime.datetime, Optional[str]) -> str """Record the start of each Process.""" if process_run_id is None: process_run_id = uuid.uuid4().urn prov_label = "Run of workflow/packed.cwl#main/" + process_name self.document.activity( process_run_id, None, None, {provM.PROV_TYPE: WFPROV["ProcessRun"], provM.PROV_LABEL: prov_label}) self.document.wasAssociatedWith( process_run_id, self.engine_uuid, str("wf:main/" + process_name)) self.document.wasStartedBy( process_run_id, None, self.workflow_run_uri, when, None, None) return process_run_id def record_process_end(self, process_name, process_run_id, outputs, when): # type: (Text, str, Any, datetime.datetime) -> None self.generate_output_prov(outputs, process_run_id, process_name) self.document.wasEndedBy(process_run_id, None, self.workflow_run_uri, when) def declare_file(self, value): # type: (MutableMapping[Text, Any]) -> Tuple[ProvEntity, ProvEntity, str] if value["class"] != "File": raise ValueError("Must have class:File: %s" % value) # Need to determine file hash aka RO filename entity = None # type: Optional[ProvEntity] checksum = None if 'checksum' in value: csum = value['checksum'] (method, checksum) = csum.split("$", 1) if method == SHA1 and \ self.research_object.has_data_file(checksum): entity = self.document.entity("data:" + checksum) if not entity and 'location' in value: location = str(value['location']) # If we made it here, we'll have to add it to the RO with self.fsaccess.open(location, "rb") as fhandle: relative_path = self.research_object.add_data_file(fhandle) # FIXME: This naively relies on add_data_file setting hash as filename checksum = PurePath(relative_path).name entity = self.document.entity( "data:" + checksum, {provM.PROV_TYPE: WFPROV["Artifact"]}) if "checksum" not in value: value["checksum"] = "%s$%s" % (SHA1, checksum) if not entity and 'contents' in value: # Anonymous file, add content as string entity, checksum = self.declare_string(value["contents"]) # By here one of them should have worked! if not entity or not checksum: raise ValueError("class:File but missing checksum/location/content: %r" % value) # Track filename and extension, this is generally useful only for # secondaryFiles. Note that multiple uses of a file might thus record # different names for the same entity, so we'll # make/track a specialized entity by UUID file_id = value.setdefault("@id", uuid.uuid4().urn) # A specialized entity that has just these names file_entity = self.document.entity( file_id, [(provM.PROV_TYPE, WFPROV["Artifact"]), (provM.PROV_TYPE, WF4EVER["File"])]) # type: ProvEntity if "basename" in value: file_entity.add_attributes({CWLPROV["basename"]: value["basename"]}) if "nameroot" in value: file_entity.add_attributes({CWLPROV["nameroot"]: value["nameroot"]}) if "nameext" in value: file_entity.add_attributes({CWLPROV["nameext"]: value["nameext"]}) self.document.specializationOf(file_entity, entity) # Check for secondaries for sec in value.get("secondaryFiles", ()): # TODO: Record these in a specializationOf entity with UUID? if sec['class'] == "File": (sec_entity, _, _) = self.declare_file(sec) elif sec['class'] == "Directory": sec_entity = self.declare_directory(sec) else: raise ValueError("Got unexpected secondaryFiles value: {}".format(sec)) # We don't know how/when/where the secondary file was generated, # but CWL convention is a kind of summary/index derived # from the original file. As its generally in a different format # then prov:Quotation is not appropriate. self.document.derivation( sec_entity, file_entity, other_attributes={PROV["type"]: CWLPROV["SecondaryFile"]}) return file_entity, entity, checksum def declare_directory(self, value): # type: (MutableMapping[Text, Any]) -> ProvEntity """Register any nested files/directories.""" # FIXME: Calculate a hash-like identifier for directory # so we get same value if it's the same filenames/hashes # in a different location. # For now, mint a new UUID to identify this directory, but # attempt to keep it inside the value dictionary dir_id = value.setdefault("@id", uuid.uuid4().urn) # New annotation file to keep the ORE Folder listing ore_doc_fn = dir_id.replace("urn:uuid:", "directory-") + ".ttl" dir_bundle = self.document.bundle(self.metadata_ns[ore_doc_fn]) coll = self.document.entity( dir_id, [(provM.PROV_TYPE, WFPROV["Artifact"]), (provM.PROV_TYPE, PROV["Collection"]), (provM.PROV_TYPE, PROV["Dictionary"]), (provM.PROV_TYPE, RO["Folder"])]) # ORE description of ro:Folder, saved separately coll_b = dir_bundle.entity( dir_id, [(provM.PROV_TYPE, RO["Folder"]), (provM.PROV_TYPE, ORE["Aggregation"])]) self.document.mentionOf(dir_id + "#ore", dir_id, dir_bundle.identifier) # dir_manifest = dir_bundle.entity( # dir_bundle.identifier, {PROV["type"]: ORE["ResourceMap"], # ORE["describes"]: coll_b.identifier}) coll_attribs = [(ORE["isDescribedBy"], dir_bundle.identifier)] coll_b_attribs = [] # type: List[Tuple[Identifier, ProvEntity]] # FIXME: .listing might not be populated yet - hopefully # a later call to this method will sort that is_empty = True if "listing" not in value: get_listing(self.fsaccess, value) for entry in value.get("listing", []): is_empty = False # Declare child-artifacts entity = self.declare_artefact(entry) self.document.membership(coll, entity) # Membership relation aka our ORE Proxy m_id = uuid.uuid4().urn m_entity = self.document.entity(m_id) m_b = dir_bundle.entity(m_id) # PROV-O style Dictionary # https://www.w3.org/TR/prov-dictionary/#dictionary-ontological-definition # ..as prov.py do not currently allow PROV-N extensions # like hadDictionaryMember(..) m_entity.add_asserted_type(PROV["KeyEntityPair"]) m_entity.add_attributes({ PROV["pairKey"]: entry["basename"], PROV["pairEntity"]: entity, }) # As well as a being a # http://wf4ever.github.io/ro/2016-01-28/ro/#FolderEntry m_b.add_asserted_type(RO["FolderEntry"]) m_b.add_asserted_type(ORE["Proxy"]) m_b.add_attributes({ RO["entryName"]: entry["basename"], ORE["proxyIn"]: coll, ORE["proxyFor"]: entity, }) coll_attribs.append((PROV["hadDictionaryMember"], m_entity)) coll_b_attribs.append((ORE["aggregates"], m_b)) coll.add_attributes(coll_attribs) coll_b.add_attributes(coll_b_attribs) # Also Save ORE Folder as annotation metadata ore_doc = ProvDocument() ore_doc.add_namespace(ORE) ore_doc.add_namespace(RO) ore_doc.add_namespace(UUID) ore_doc.add_bundle(dir_bundle) ore_doc = ore_doc.flattened() ore_doc_path = str(PurePosixPath(METADATA, ore_doc_fn)) with self.research_object.write_bag_file(ore_doc_path) as provenance_file: ore_doc.serialize(provenance_file, format="rdf", rdf_format="turtle") self.research_object.add_annotation(dir_id, [ore_doc_fn], ORE["isDescribedBy"].uri) if is_empty: # Empty directory coll.add_asserted_type(PROV["EmptyCollection"]) coll.add_asserted_type(PROV["EmptyDictionary"]) self.research_object.add_uri(coll.identifier.uri) return coll def declare_string(self, value): # type: (Union[Text, str]) -> Tuple[ProvEntity,Text] """Save as string in UTF-8.""" byte_s = BytesIO(str(value).encode(ENCODING)) data_file = self.research_object.add_data_file(byte_s, content_type=TEXT_PLAIN) checksum = PurePosixPath(data_file).name # FIXME: Don't naively assume add_data_file uses hash in filename! data_id = "data:%s" % PurePosixPath(data_file).stem entity = self.document.entity( data_id, {provM.PROV_TYPE: WFPROV["Artifact"], provM.PROV_VALUE: str(value)}) # type: ProvEntity return entity, checksum def declare_artefact(self, value): # type: (Any) -> ProvEntity """Create data artefact entities for all file objects.""" if value is None: # FIXME: If this can happen in CWL, we'll # need a better way to represent this in PROV return self.document.entity( CWLPROV["None"], {provM.PROV_LABEL: "None"}) if isinstance(value, (bool, int, float)): # Typically used in job documents for flags # FIXME: Make consistent hash URIs for these # that somehow include the type # (so "1" != 1 != "1.0" != true) entity = self.document.entity( uuid.uuid4().urn, {provM.PROV_VALUE: value}) self.research_object.add_uri(entity.identifier.uri) return entity if isinstance(value, (Text, str)): (entity, _) = self.declare_string(value) return entity if isinstance(value, bytes): # If we got here then we must be in Python 3 byte_s = BytesIO(value) data_file = self.research_object.add_data_file(byte_s) # FIXME: Don't naively assume add_data_file uses hash in filename! data_id = "data:%s" % PurePosixPath(data_file).stem return self.document.entity( data_id, {provM.PROV_TYPE: WFPROV["Artifact"], provM.PROV_VALUE: str(value)}) if isinstance(value, MutableMapping): if "@id" in value: # Already processed this value, but it might not be in this PROV entities = self.document.get_record(value["@id"]) if entities: return entities[0] # else, unknown in PROV, re-add below as if it's fresh # Base case - we found a File we need to update if value.get("class") == "File": (entity, _, _) = self.declare_file(value) value["@id"] = entity.identifier.uri return entity if value.get("class") == "Directory": entity = self.declare_directory(value) value["@id"] = entity.identifier.uri return entity coll_id = value.setdefault("@id", uuid.uuid4().urn) # some other kind of dictionary? # TODO: also Save as JSON coll = self.document.entity( coll_id, [(provM.PROV_TYPE, WFPROV["Artifact"]), (provM.PROV_TYPE, PROV["Collection"]), (provM.PROV_TYPE, PROV["Dictionary"])]) if value.get("class"): _logger.warning("Unknown data class %s.", value["class"]) # FIXME: The class might be "http://example.com/somethingelse" coll.add_asserted_type(CWLPROV[value["class"]]) # Let's iterate and recurse coll_attribs = [] # type: List[Tuple[Identifier, ProvEntity]] for (key, val) in value.items(): v_ent = self.declare_artefact(val) self.document.membership(coll, v_ent) m_entity = self.document.entity(uuid.uuid4().urn) # Note: only support PROV-O style dictionary # https://www.w3.org/TR/prov-dictionary/#dictionary-ontological-definition # as prov.py do not easily allow PROV-N extensions m_entity.add_asserted_type(PROV["KeyEntityPair"]) m_entity.add_attributes({ PROV["pairKey"]: str(key), PROV["pairEntity"]: v_ent }) coll_attribs.append((PROV["hadDictionaryMember"], m_entity)) coll.add_attributes(coll_attribs) self.research_object.add_uri(coll.identifier.uri) return coll # some other kind of Collection? # TODO: also save as JSON try: members = [] for each_input_obj in iter(value): # Recurse and register any nested objects e = self.declare_artefact(each_input_obj) members.append(e) # If we reached this, then we were allowed to iterate coll = self.document.entity( uuid.uuid4().urn, [(provM.PROV_TYPE, WFPROV["Artifact"]), (provM.PROV_TYPE, PROV["Collection"])]) if not members: coll.add_asserted_type(PROV["EmptyCollection"]) else: for member in members: # FIXME: This won't preserve order, for that # we would need to use PROV.Dictionary # with numeric keys self.document.membership(coll, member) self.research_object.add_uri(coll.identifier.uri) # FIXME: list value does not support adding "@id" return coll except TypeError: _logger.warning("Unrecognized type %s of %r", type(value), value) # Let's just fall back to Python repr() entity = self.document.entity( uuid.uuid4().urn, {provM.PROV_LABEL: repr(value)}) self.research_object.add_uri(entity.identifier.uri) return entity def used_artefacts(self, job_order, # type: Union[Dict[Any, Any], List[Dict[Any, Any]]] process_run_id, # type: str name=None # type: Optional[str] ): # type: (...) -> None """Add used() for each data artefact.""" if isinstance(job_order, list): for entry in job_order: self.used_artefacts(entry, process_run_id, name) else: # FIXME: Use workflow name in packed.cwl, "main" is wrong for nested workflows base = "main" if name is not None: base += "/" + name for key, value in job_order.items(): prov_role = self.wf_ns["%s/%s" % (base, key)] try: entity = self.declare_artefact(value) self.document.used( process_run_id, entity, datetime.datetime.now(), None, {"prov:role": prov_role}) except OSError: pass def generate_output_prov(self, final_output, # type: Union[Dict[Text, Any], List[Dict[Text, Any]]] process_run_id, # type: Optional[str] name # type: Optional[Text] ): # type: (...) -> None """Call wasGeneratedBy() for each output,copy the files into the RO.""" if isinstance(final_output, list): for entry in final_output: self.generate_output_prov(entry, process_run_id, name) else: # Timestamp should be created at the earliest timestamp = datetime.datetime.now() # For each output, find/register the corresponding # entity (UUID) and document it as generated in # a role corresponding to the output for output, value in final_output.items(): entity = self.declare_artefact(value) if name is not None: name = urllib.parse.quote(str(name), safe=":/,#") # FIXME: Probably not "main" in nested workflows role = self.wf_ns["main/%s/%s" % (name, output)] else: role = self.wf_ns["main/%s" % output] if not process_run_id: process_run_id = self.workflow_run_uri self.document.wasGeneratedBy( entity, process_run_id, timestamp, None, {"prov:role": role}) def prospective_prov(self, job): # type: (Any) -> None """Create prospective prov recording as wfdesc prov:Plan.""" if not hasattr(job, "steps"): # direct command line tool execution self.document.entity( "wf:main", {provM.PROV_TYPE: WFDESC["Process"], "prov:type": PROV["Plan"], "prov:label":"Prospective provenance"}) return self.document.entity( "wf:main", {provM.PROV_TYPE: WFDESC["Workflow"], "prov:type": PROV["Plan"], "prov:label":"Prospective provenance"}) for step in job.steps: stepnametemp = "wf:main/" + str(step.name)[5:] stepname = urllib.parse.quote(stepnametemp, safe=":/,#") step = self.document.entity( stepname, {provM.PROV_TYPE: WFDESC["Process"], "prov:type": PROV["Plan"]}) self.document.entity( "wf:main", {"wfdesc:hasSubProcess": step, "prov:label": "Prospective provenance"}) # TODO: Declare roles/parameters as well def activity_has_provenance(self, activity, prov_ids): # type: (str, List[Identifier]) -> None """Add http://www.w3.org/TR/prov-aq/ relations to nested PROV files.""" # NOTE: The below will only work if the corresponding metadata/provenance arcp URI # is a pre-registered namespace in the PROV Document attribs = [(PROV["has_provenance"], prov_id) for prov_id in prov_ids] self.document.activity(activity, other_attributes=attribs) # Tip: we can't use https://www.w3.org/TR/prov-links/#term-mention # as prov:mentionOf() is only for entities, not activities uris = [i.uri for i in prov_ids] self.research_object.add_annotation(activity, uris, PROV["has_provenance"].uri) def finalize_prov_profile(self, name): # type: (Optional[Text]) -> List[Identifier] """Transfer the provenance related files to the RO.""" # NOTE: Relative posix path if name is None: # master workflow, fixed filenames filename = "primary.cwlprov" else: # ASCII-friendly filename, avoiding % as we don't want %2520 in manifest.json wf_name = urllib.parse.quote(str(name), safe="").replace("%", "_") # Note that the above could cause overlaps for similarly named # workflows, but that's OK as we'll also include run uuid # which also covers thhe case of this step being run in # multiple places or iterations filename = "%s.%s.cwlprov" % (wf_name, self.workflow_run_uuid) basename = str(PurePosixPath(PROVENANCE)/filename) # TODO: Also support other profiles than CWLProv, e.g. ProvOne # list of prov identifiers of provenance files prov_ids = [] # https://www.w3.org/TR/prov-xml/ with self.research_object.write_bag_file(basename + ".xml") as provenance_file: self.document.serialize(provenance_file, format="xml", indent=4) prov_ids.append(self.provenance_ns[filename + ".xml"]) # https://www.w3.org/TR/prov-n/ with self.research_object.write_bag_file(basename + ".provn") as provenance_file: self.document.serialize(provenance_file, format="provn", indent=2) prov_ids.append(self.provenance_ns[filename + ".provn"]) # https://www.w3.org/Submission/prov-json/ with self.research_object.write_bag_file(basename + ".json") as provenance_file: self.document.serialize(provenance_file, format="json", indent=2) prov_ids.append(self.provenance_ns[filename + ".json"]) # "rdf" aka https://www.w3.org/TR/prov-o/ # which can be serialized to ttl/nt/jsonld (and more!) # https://www.w3.org/TR/turtle/ with self.research_object.write_bag_file(basename + ".ttl") as provenance_file: self.document.serialize(provenance_file, format="rdf", rdf_format="turtle") prov_ids.append(self.provenance_ns[filename + ".ttl"]) # https://www.w3.org/TR/n-triples/ with self.research_object.write_bag_file(basename + ".nt") as provenance_file: self.document.serialize(provenance_file, format="rdf", rdf_format="ntriples") prov_ids.append(self.provenance_ns[filename + ".nt"]) # https://www.w3.org/TR/json-ld/ # TODO: Use a nice JSON-LD context # see also https://eprints.soton.ac.uk/395985/ # 404 Not Found on https://provenance.ecs.soton.ac.uk/prov.jsonld :( with self.research_object.write_bag_file(basename + ".jsonld") as provenance_file: self.document.serialize(provenance_file, format="rdf", rdf_format="json-ld") prov_ids.append(self.provenance_ns[filename + ".jsonld"]) _logger.debug(u"[provenance] added provenance: %s", prov_ids) return prov_ids class ResearchObject(): """CWLProv Research Object.""" def __init__(self, fsaccess, temp_prefix_ro="tmp", orcid='', full_name=''): # type: (StdFsAccess, str, Text, Text) -> None """Initialize the ResearchObject.""" self.temp_prefix = temp_prefix_ro self.orcid = '' if not orcid else _valid_orcid(orcid) self.full_name = full_name tmp_dir, tmp_prefix = os.path.split(temp_prefix_ro) self.folder = os.path.abspath(tempfile.mkdtemp(prefix=tmp_prefix, dir=tmp_dir)) # type: Text self.closed = False # map of filename "data/de/alsdklkas": 12398123 bytes self.bagged_size = {} # type: Dict[Text, int] self.tagfiles = set() # type: Set[Text] self._file_provenance = {} # type: Dict[Text, Dict[Text, Text]] self._external_aggregates = [] # type: List[Dict[Text, Text]] self.annotations = [] # type: List[Dict[Text, Any]] self._content_types = {} # type: Dict[Text,str] self.fsaccess = fsaccess # These should be replaced by generate_prov_doc when workflow/run IDs are known: self.engine_uuid = "urn:uuid:%s" % uuid.uuid4() self.ro_uuid = uuid.uuid4() self.base_uri = "arcp://uuid,%s/" % self.ro_uuid self.cwltool_version = "cwltool %s" % versionstring().split()[-1] ## self.relativised_input_object = {} # type: Dict[Any, Any] self._initialize() _logger.debug(u"[provenance] Temporary research object: %s", self.folder) def self_check(self): # type: () -> None """Raise ValueError if this RO is closed.""" if self.closed: raise ValueError( "This ResearchObject has already been closed and is not " "available for futher manipulation.") def __str__(self): # type: () -> str """Represent this RO as a string.""" return "ResearchObject <{}> in <{}>".format(self.ro_uuid, self.folder) def _initialize(self): # type: () -> None for research_obj_folder in (METADATA, DATA, WORKFLOW, SNAPSHOT, PROVENANCE, LOGS): os.makedirs(os.path.join(self.folder, research_obj_folder)) self._initialize_bagit() def _initialize_bagit(self): # type: () -> None """Write fixed bagit header.""" self.self_check() bagit = os.path.join(self.folder, "bagit.txt") # encoding: always UTF-8 (although ASCII would suffice here) # newline: ensure LF also on Windows with open(bagit, "w", encoding=ENCODING, newline='\n') as bag_it_file: # TODO: \n or \r\n ? bag_it_file.write(u"BagIt-Version: 0.97\n") bag_it_file.write(u"Tag-File-Character-Encoding: %s\n" % ENCODING) def open_log_file_for_activity(self, uuid_uri): # type: (Text) -> WritableBagFile self.self_check() # Ensure valid UUID for safe filenames activity_uuid = uuid.UUID(uuid_uri) if activity_uuid.urn == self.engine_uuid: # It's the engine aka cwltool! name = "engine" else: name = "activity" p = os.path.join(LOGS, "{}.{}.txt".format(name, activity_uuid)) _logger.debug("[provenance] Opening log file for %s: %s" % (name, p)) self.add_annotation(activity_uuid.urn, [p], CWLPROV["log"].uri) return self.write_bag_file(p) def _finalize(self): # type: () -> None self._write_ro_manifest() self._write_bag_info() def user_provenance(self, document): # type: (ProvDocument) -> None """Add the user provenance.""" self.self_check() (username, fullname) = _whoami() if not self.full_name: self.full_name = fullname document.add_namespace(UUID) document.add_namespace(ORCID) document.add_namespace(FOAF) account = document.agent( ACCOUNT_UUID, {provM.PROV_TYPE: FOAF["OnlineAccount"], "prov:label": username, FOAF["accountName"]: username}) user = document.agent( self.orcid or USER_UUID, {provM.PROV_TYPE: PROV["Person"], "prov:label": self.full_name, FOAF["name"]: self.full_name, FOAF["account"]: account}) # cwltool may be started on the shell (directly by user), # by shell script (indirectly by user) # or from a different program # (which again is launched by any of the above) # # We can't tell in which way, but ultimately we're still # acting in behalf of that user (even if we might # get their name wrong!) document.actedOnBehalfOf(account, user) def write_bag_file(self, path, encoding=ENCODING): # type: (Text, Optional[str]) -> WritableBagFile """Write the bag file into our research object.""" self.self_check() # For some reason below throws BlockingIOError #fp = BufferedWriter(WritableBagFile(self, path)) bag_file = WritableBagFile(self, path) if encoding is not None: # encoding: match Tag-File-Character-Encoding: UTF-8 # newline: ensure LF also on Windows return cast(WritableBagFile, TextIOWrapper(cast(IO[bytes], bag_file), encoding=encoding, newline="\n")) return bag_file def add_tagfile(self, path, timestamp=None): # type: (Text, Optional[datetime.datetime]) -> None """Add tag files to our research object.""" self.self_check() checksums = {} # Read file to calculate its checksum if os.path.isdir(path): return # FIXME: do the right thing for directories with open(path, "rb") as tag_file: # FIXME: Should have more efficient open_tagfile() that # does all checksums in one go while writing through, # adding checksums after closing. # Below probably OK for now as metadata files # are not too large..? checksums[SHA1] = checksum_copy(tag_file, hasher=hashlib.sha1) tag_file.seek(0) checksums[SHA256] = checksum_copy(tag_file, hasher=hashlib.sha256) tag_file.seek(0) checksums[SHA512] = checksum_copy(tag_file, hasher=hashlib.sha512) rel_path = _posix_path(os.path.relpath(path, self.folder)) self.tagfiles.add(rel_path) self.add_to_manifest(rel_path, checksums) if timestamp is not None: self._file_provenance[rel_path] = {"createdOn": timestamp.isoformat()} def _ro_aggregates(self): # type: () -> List[Dict[Text, Any]] """Gather dictionary of files to be added to the manifest.""" def guess_mediatype(rel_path): # type: (Text) -> Dict[Text, Any] """Return the mediatypes.""" media_types = { # Adapted from # https://w3id.org/bundle/2014-11-05/#media-types "txt": TEXT_PLAIN, "ttl": 'text/turtle; charset="UTF-8"', "rdf": 'application/rdf+xml', "json": 'application/json', "jsonld": 'application/ld+json', "xml": 'application/xml', ## "cwl": 'text/x+yaml; charset="UTF-8"', "provn": 'text/provenance-notation; charset="UTF-8"', "nt": 'application/n-triples', } # type: Dict[Text, Text] conforms_to = { "provn": 'http://www.w3.org/TR/2013/REC-prov-n-20130430/', "cwl": 'https://w3id.org/cwl/', } # type: Dict[Text, Text] prov_conforms_to = { "provn": 'http://www.w3.org/TR/2013/REC-prov-n-20130430/', "rdf": 'http://www.w3.org/TR/2013/REC-prov-o-20130430/', "ttl": 'http://www.w3.org/TR/2013/REC-prov-o-20130430/', "nt": 'http://www.w3.org/TR/2013/REC-prov-o-20130430/', "jsonld": 'http://www.w3.org/TR/2013/REC-prov-o-20130430/', "xml": 'http://www.w3.org/TR/2013/NOTE-prov-xml-20130430/', "json": 'http://www.w3.org/Submission/2013/SUBM-prov-json-20130424/', } # type: Dict[Text, Text] extension = rel_path.rsplit(".", 1)[-1].lower() # type: Optional[Text] if extension == rel_path: # No ".", no extension extension = None local_aggregate = {} # type: Dict[Text, Any] if extension in media_types: local_aggregate["mediatype"] = media_types[extension] if extension in conforms_to: # TODO: Open CWL file to read its declared "cwlVersion", e.g. # cwlVersion = "v1.0" local_aggregate["conformsTo"] = conforms_to[extension] if (rel_path.startswith(_posix_path(PROVENANCE)) and extension in prov_conforms_to): if ".cwlprov" in rel_path: # Our own! local_aggregate["conformsTo"] = [prov_conforms_to[extension], CWLPROV_VERSION] else: # Some other PROV # TODO: Recognize ProvOne etc. local_aggregate["conformsTo"] = prov_conforms_to[extension] return local_aggregate aggregates = [] # type: List[Dict[Text, Any]] for path in self.bagged_size.keys(): aggregate_dict = {} # type: Dict[Text, Any] temp_path = PurePosixPath(path) folder = temp_path.parent filename = temp_path.name # NOTE: Here we end up aggregating the abstract # data items by their sha1 hash, so that it matches # the entity() in the prov files. # TODO: Change to nih:sha-256; hashes # https://tools.ietf.org/html/rfc6920#section-7 aggregate_dict["uri"] = 'urn:hash::sha1:' + filename aggregate_dict["bundledAs"] = { # The arcp URI is suitable ORE proxy; local to this Research Object. # (as long as we don't also aggregate it by relative path!) "uri": self.base_uri + path, # relate it to the data/ path "folder": "/%s/" % folder, "filename": filename, } if path in self._file_provenance: # Made by workflow run, merge captured provenance aggregate_dict["bundledAs"].update(self._file_provenance[path]) else: # Probably made outside wf run, part of job object? pass if path in self._content_types: aggregate_dict["mediatype"] = self._content_types[path] aggregates.append(aggregate_dict) for path in self.tagfiles: if (not (path.startswith(METADATA) or path.startswith(WORKFLOW) or path.startswith(SNAPSHOT))): # probably a bagit file continue if path == PurePosixPath(METADATA)/"manifest.json": # Should not really be there yet! But anyway, we won't # aggregate it. continue rel_aggregates = {} # type: Dict[Text, Any] # These are local paths like metadata/provenance - but # we need to relativize them for our current directory for # as we are saved in metadata/manifest.json uri = str(Path(os.pardir)/path) rel_aggregates["uri"] = uri rel_aggregates.update(guess_mediatype(path)) if path in self._file_provenance: # Propagate file provenance (e.g. timestamp) rel_aggregates.update(self._file_provenance[path]) elif not path.startswith(SNAPSHOT): # make new timestamp? rel_aggregates.update(self._self_made()) aggregates.append(rel_aggregates) aggregates.extend(self._external_aggregates) return aggregates def add_uri(self, uri, timestamp=None): # type: (str, Optional[datetime.datetime]) -> Dict[Text, Any] self.self_check() aggr = self._self_made(timestamp=timestamp) aggr["uri"] = uri self._external_aggregates.append(aggr) return aggr def add_annotation(self, about, content, motivated_by="oa:describing"): # type: (str, List[str], str) -> str """Cheap URI relativize for current directory and /.""" self.self_check() curr = self.base_uri + METADATA + "/" content = [c.replace(curr, "").replace(self.base_uri, "../") for c in content] uri = uuid.uuid4().urn ann = { u"uri": uri, u"about": about, u"content": content, u"oa:motivatedBy": {"@id": motivated_by} } self.annotations.append(ann) return uri def _ro_annotations(self): # type: () -> List[Dict[Text, Any]] annotations = [] # type: List[Dict[Text, Any]] annotations.append({ "uri": uuid.uuid4().urn, "about": self.ro_uuid.urn, "content": "/", # https://www.w3.org/TR/annotation-vocab/#named-individuals "oa:motivatedBy": {"@id": "oa:describing"} }) # How was it run? # FIXME: Only primary* prov_files = [str(PurePosixPath(p).relative_to(METADATA)) for p in self.tagfiles if p.startswith(_posix_path(PROVENANCE)) and "/primary." in p] annotations.append({ "uri": uuid.uuid4().urn, "about": self.ro_uuid.urn, "content": prov_files, # Modulation of https://www.w3.org/TR/prov-aq/ "oa:motivatedBy": {"@id": "http://www.w3.org/ns/prov#has_provenance"} }) # Where is the main workflow? annotations.append({ "uri": uuid.uuid4().urn, "about": str(PurePosixPath("..")/WORKFLOW/"packed.cwl"), "oa:motivatedBy": {"@id": "oa:highlighting"} }) annotations.append({ "uri": uuid.uuid4().urn, "about": self.ro_uuid.urn, "content": [str(PurePosixPath("..")/WORKFLOW/"packed.cwl"), str(PurePosixPath("..")/WORKFLOW/"primary-job.json")], "oa:motivatedBy": {"@id": "oa:linking"} }) # Add user-added annotations at end annotations.extend(self.annotations) return annotations def _authored_by(self): # type: () -> Dict[Text, Any] authored_by = {} if self.orcid: authored_by["orcid"] = self.orcid if self.full_name: authored_by["name"] = self.full_name if not self.orcid: authored_by["uri"] = USER_UUID if authored_by: return {"authoredBy": authored_by} return {} def _write_ro_manifest(self): # type: () -> None # Does not have to be this order, but it's nice to be consistent manifest = OrderedDict() # type: Dict[Text, Any] manifest["@context"] = [ {"@base": "%s%s/" % (self.base_uri, _posix_path(METADATA))}, "https://w3id.org/bundle/context" ] manifest["id"] = "/" manifest["conformsTo"] = CWLPROV_VERSION filename = "manifest.json" manifest["manifest"] = filename manifest.update(self._self_made()) manifest.update(self._authored_by()) manifest["aggregates"] = self._ro_aggregates() manifest["annotations"] = self._ro_annotations() json_manifest = json_dumps(manifest, indent=4, ensure_ascii=False) rel_path = str(PurePosixPath(METADATA)/filename) json_manifest += "\n" with self.write_bag_file(rel_path) as manifest_file: manifest_file.write(json_manifest) def _write_bag_info(self): # type: () -> None with self.write_bag_file("bag-info.txt") as info_file: info_file.write(u"Bag-Software-Agent: %s\n" % self.cwltool_version) # FIXME: require sha-512 of payload to comply with profile? # FIXME: Update profile info_file.write(u"BagIt-Profile-Identifier: https://w3id.org/ro/bagit/profile\n") info_file.write(u"Bagging-Date: %s\n" % datetime.date.today().isoformat()) info_file.write(u"External-Description: Research Object of CWL workflow run\n") if self.full_name: info_file.write(u"Contact-Name: %s\n" % self.full_name) # NOTE: We can't use the urn:uuid:{UUID} of the workflow run (a prov:Activity) # as identifier for the RO/bagit (a prov:Entity). However the arcp base URI is good. info_file.write(u"External-Identifier: %s\n" % self.base_uri) # Calculate size of data/ (assuming no external fetch.txt files) total_size = sum(self.bagged_size.values()) num_files = len(self.bagged_size) info_file.write(u"Payload-Oxum: %d.%d\n" % (total_size, num_files)) _logger.debug(u"[provenance] Generated bagit metadata: %s", self.folder) def generate_snapshot(self, prov_dep): # type: (MutableMapping[Text, Any]) -> None """Copy all of the CWL files to the snapshot/ directory.""" self.self_check() for key, value in prov_dep.items(): if key == "location" and value.split("/")[-1]: filename = value.split("/")[-1] path = os.path.join(self.folder, SNAPSHOT, filename) filepath = '' if "file://" in value: filepath = value[7:] else: filepath = value # FIXME: What if destination path already exists? if os.path.exists(filepath): try: if os.path.isdir(filepath): shutil.copytree(filepath, path) else: shutil.copy(filepath, path) timestamp = datetime.datetime.fromtimestamp(os.path.getmtime(filepath)) self.add_tagfile(path, timestamp) except PermissionError: pass # FIXME: avoids duplicate snapshotting; need better solution elif key in ("secondaryFiles", "listing"): for files in value: if isinstance(files, MutableMapping): self.generate_snapshot(files) else: pass def packed_workflow(self, packed): # type: (Text) -> None """Pack CWL description to generate re-runnable CWL object in RO.""" self.self_check() rel_path = str(PurePosixPath(WORKFLOW)/"packed.cwl") # Write as binary with self.write_bag_file(rel_path, encoding=None) as write_pack: # YAML is always UTF8, but json.dumps gives us str in py2 write_pack.write(packed.encode(ENCODING)) _logger.debug(u"[provenance] Added packed workflow: %s", rel_path) def has_data_file(self, sha1hash): # type: (str) -> bool """Confirm the presence of the given file in the RO.""" folder = os.path.join(self.folder, DATA, sha1hash[0:2]) hash_path = os.path.join(folder, sha1hash) return os.path.isfile(hash_path) def add_data_file(self, from_fp, timestamp=None, content_type=None): # type: (IO[Any], Optional[datetime.datetime], Optional[str]) -> Text """Copy inputs to data/ folder.""" self.self_check() tmp_dir, tmp_prefix = os.path.split(self.temp_prefix) with tempfile.NamedTemporaryFile( prefix=tmp_prefix, dir=tmp_dir, delete=False) as tmp: checksum = checksum_copy(from_fp, tmp) # Calculate hash-based file path folder = os.path.join(self.folder, DATA, checksum[0:2]) path = os.path.join(folder, checksum) # os.rename assumed safe, as our temp file should # be in same file system as our temp folder if not os.path.isdir(folder): os.makedirs(folder) os.rename(tmp.name, path) # Relative posix path # (to avoid \ on Windows) rel_path = _posix_path(os.path.relpath(path, self.folder)) # Register in bagit checksum if Hasher == hashlib.sha1: self._add_to_bagit(rel_path, sha1=checksum) else: _logger.warning( u"[provenance] Unknown hash method %s for bagit manifest", Hasher) # Inefficient, bagit support need to checksum again self._add_to_bagit(rel_path) _logger.debug(u"[provenance] Added data file %s", path) if timestamp is not None: self._file_provenance[rel_path] = self._self_made(timestamp) _logger.debug(u"[provenance] Relative path for data file %s", rel_path) if content_type is not None: self._content_types[rel_path] = content_type return rel_path def _self_made(self, timestamp=None): # type: (Optional[datetime.datetime]) -> Dict[Text, Any] if timestamp is None: timestamp = datetime.datetime.now() return { "createdOn": timestamp.isoformat(), "createdBy": {"uri": self.engine_uuid, "name": self.cwltool_version} } def add_to_manifest(self, rel_path, checksums): # type: (Text, Dict[str,str]) -> None """Add files to the research object manifest.""" self.self_check() if PurePosixPath(rel_path).is_absolute(): raise ValueError("rel_path must be relative: %s" % rel_path) if os.path.commonprefix(["data/", rel_path]) == "data/": # payload file, go to manifest manifest = "manifest" else: # metadata file, go to tag manifest manifest = "tagmanifest" # Add checksums to corresponding manifest files for (method, hash_value) in checksums.items(): # File not in manifest because we bailed out on # existence in bagged_size above manifestpath = os.path.join( self.folder, "%s-%s.txt" % (manifest, method.lower())) # encoding: match Tag-File-Character-Encoding: UTF-8 # newline: ensure LF also on Windows with open(manifestpath, "a", encoding=ENCODING, newline='\n') \ as checksum_file: line = u"%s %s\n" % (hash_value, rel_path) _logger.debug(u"[provenance] Added to %s: %s", manifestpath, line) checksum_file.write(line) def _add_to_bagit(self, rel_path, **checksums): # type: (Text, Any) -> None if PurePosixPath(rel_path).is_absolute(): raise ValueError("rel_path must be relative: %s" % rel_path) local_path = os.path.join(self.folder, _local_path(rel_path)) if not os.path.exists(local_path): raise IOError("File %s does not exist within RO: %s" % (rel_path, local_path)) if rel_path in self.bagged_size: # Already added, assume checksum OK return self.bagged_size[rel_path] = os.path.getsize(local_path) if SHA1 not in checksums: # ensure we always have sha1 checksums = dict(checksums) with open(local_path, "rb") as file_path: # FIXME: Need sha-256 / sha-512 as well for Research Object BagIt profile? checksums[SHA1] = checksum_copy(file_path, hasher=hashlib.sha1) self.add_to_manifest(rel_path, checksums) def create_job(self, builder_job, # type: Dict[Text, Any] wf_job=None, # type: Optional[Callable[[Dict[Text, Text], Callable[[Any, Any], Any], RuntimeContext], Generator[Any, None, None]]] is_output=False # type: bool ): # type: (...) -> Dict[Text, Text] #TODO customise the file """Generate the new job object with RO specific relative paths.""" copied = copy.deepcopy(builder_job) relativised_input_objecttemp = {} # type: Dict[Text, Any] self._relativise_files(copied) def jdefault(o): # type: (Any) -> Dict[Any, Any] return dict(o) if is_output: rel_path = PurePosixPath(WORKFLOW)/"primary-output.json" else: rel_path = PurePosixPath(WORKFLOW)/"primary-job.json" j = json_dumps(copied, indent=4, ensure_ascii=False, default=jdefault) with self.write_bag_file(str(rel_path)) as file_path: file_path.write(j + u"\n") _logger.debug(u"[provenance] Generated customised job file: %s", rel_path) # Generate dictionary with keys as workflow level input IDs and values # as # 1) for files the relativised location containing hash # 2) for other attributes, the actual value. relativised_input_objecttemp = {} for key, value in copied.items(): if isinstance(value, MutableMapping): if value.get("class") in ("File", "Directory"): relativised_input_objecttemp[key] = value else: relativised_input_objecttemp[key] = value self.relativised_input_object.update( {k: v for k, v in relativised_input_objecttemp.items() if v}) return self.relativised_input_object def _relativise_files(self, structure): # type: (Dict[Any, Any]) -> None """Save any file objects into the RO and update the local paths.""" # Base case - we found a File we need to update _logger.debug(u"[provenance] Relativising: %s", structure) if isinstance(structure, MutableMapping): if structure.get("class") == "File": relative_path = None if "checksum" in structure: alg, checksum = structure["checksum"].split("$") if alg != SHA1: raise TypeError( "Only SHA1 CWL checksums are currently supported: " "{}".format(structure)) if self.has_data_file(checksum): prefix = checksum[0:2] relative_path = PurePosixPath("data")/prefix/checksum if not relative_path is not None and "location" in structure: # Register in RO; but why was this not picked # up by used_artefacts? _logger.info("[provenance] Adding to RO %s", structure["location"]) with self.fsaccess.open(structure["location"], "rb") as fp: relative_path = self.add_data_file(fp) checksum = PurePosixPath(relative_path).name structure["checksum"] = "%s$%s" % (SHA1, checksum) if relative_path is not None: # RO-relative path as new location structure["location"] = str(PurePosixPath("..")/relative_path) else: _logger.warning("Could not determine RO path for file %s", structure) if "path" in structure: del structure["path"] if structure.get("class") == "Directory": # TODO: Generate anonymoys Directory with a "listing" # pointing to the hashed files del structure["location"] for val in structure.values(): try: self._relativise_files(val) except OSError: pass return if isinstance(structure, (str, Text)): # Just a string value, no need to iterate further return try: for obj in iter(structure): # Recurse and rewrite any nested File objects self._relativise_files(obj) except TypeError: pass def close(self, save_to=None): # type: (Optional[str]) -> None """Close the Research Object, optionally saving to specified folder. Closing will remove any temporary files used by this research object. After calling this method, this ResearchObject instance can no longer be used, except for no-op calls to .close(). The 'saveTo' folder should not exist - if it does, it will be deleted. It is safe to call this function multiple times without the 'saveTo' argument, e.g. within a try..finally block to ensure the temporary files of this Research Object are removed. """ if save_to is None: if not self.closed: _logger.debug(u"[provenance] Deleting temporary %s", self.folder) shutil.rmtree(self.folder, ignore_errors=True) else: save_to = os.path.abspath(save_to) _logger.info(u"[provenance] Finalizing Research Object") self._finalize() # write manifest etc. # TODO: Write as archive (.zip or .tar) based on extension? if os.path.isdir(save_to): _logger.info(u"[provenance] Deleting existing %s", save_to) shutil.rmtree(save_to) shutil.move(self.folder, save_to) _logger.info(u"[provenance] Research Object saved to %s", save_to) self.folder = save_to self.closed = True def checksum_copy(src_file, # type: IO[Any] dst_file=None, # type: Optional[IO[Any]] hasher=Hasher, # type: Callable[[], hashlib._Hash] buffersize=1024*1024 # type: int ): # type: (...) -> str """Compute checksums while copying a file.""" # TODO: Use hashlib.new(Hasher_str) instead? checksum = hasher() contents = src_file.read(buffersize) if dst_file and hasattr(dst_file, "name") and hasattr(src_file, "name"): temp_location = os.path.join(os.path.dirname(dst_file.name), str(uuid.uuid4())) try: os.rename(dst_file.name, temp_location) os.link(src_file.name, dst_file.name) dst_file = None os.unlink(temp_location) except OSError: pass if os.path.exists(temp_location): os.rename(temp_location, dst_file.name) # type: ignore while contents != b"": if dst_file is not None: dst_file.write(contents) checksum.update(contents) contents = src_file.read(buffersize) if dst_file is not None: dst_file.flush() return checksum.hexdigest().lower() def copy_job_order(job, job_order_object): # type: (Any, Any) -> Any """Create copy of job object for provenance.""" if not hasattr(job, "tool"): # direct command line tool execution return job_order_object customised_job = {} # new job object for RO for each, i in enumerate(job.tool["inputs"]): with SourceLine(job.tool["inputs"], each, WorkflowException, _logger.isEnabledFor(logging.DEBUG)): iid = shortname(i["id"]) if iid in job_order_object: customised_job[iid] = copy.deepcopy(job_order_object[iid]) # add the input element in dictionary for provenance elif "default" in i: customised_job[iid] = copy.deepcopy(i["default"]) # add the default elements in the dictionary for provenance else: pass return customised_job