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def print_exception_warning(ex, linemaps=None, footer_message=""): """ Print an error message for a given exception using logger warning. Arguments ex -- the exception linemaps -- a dict of a dict that maps for each snakefile the compiled lines to source code lines in the snakefile. """...
Print an error message for a given exception using logger warning. Arguments ex -- the exception linemaps -- a dict of a dict that maps for each snakefile the compiled lines to source code lines in the snakefile.
print_exception_warning
python
snakemake/snakemake
src/snakemake/exceptions.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/exceptions.py
MIT
def print_exception(ex, linemaps=None): """ Print an error message for a given exception. Arguments ex -- the exception linemaps -- a dict of a dict that maps for each snakefile the compiled lines to source code lines in the snakefile. """ from snakemake.logging import logger l...
Print an error message for a given exception. Arguments ex -- the exception linemaps -- a dict of a dict that maps for each snakefile the compiled lines to source code lines in the snakefile.
print_exception
python
snakemake/snakemake
src/snakemake/exceptions.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/exceptions.py
MIT
def __init__( self, message=None, include=None, lineno=None, snakefile=None, rule=None ): """ Creates a new instance of RuleException. Arguments message -- the exception message include -- iterable of other exceptions to be included lineno -- the line the exc...
Creates a new instance of RuleException. Arguments message -- the exception message include -- iterable of other exceptions to be included lineno -- the line the exception originates snakefile -- the file the exception originates
__init__
python
snakemake/snakemake
src/snakemake/exceptions.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/exceptions.py
MIT
def logfile_suggestion(self, prefix: str) -> str: """Return a suggestion for the log file name given a prefix.""" return ( "/".join( [prefix, self.rule.name] + [ f"{w}_{v}" for w, v in sorted( sel...
Return a suggestion for the log file name given a prefix.
logfile_suggestion
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
async def outputs_older_than_script_or_notebook(self): """return output that's older than script, i.e. script has changed""" path = self.rule.script or self.rule.notebook if not path: return path: SourceFile = self._path_to_source_file(path) if isinstance(path, Loca...
return output that's older than script, i.e. script has changed
outputs_older_than_script_or_notebook
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def _get_resources_to_skip(self): """Return a set of resource names that are callable and depend on input files.""" return { name for name, val in self.rule.resources.items() if is_callable(val) and "input" in get_function_params(val) }
Return a set of resource names that are callable and depend on input files.
_get_resources_to_skip
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def archive_conda_env(self): """Archive a conda environment into a custom local channel.""" if self.conda_env_spec: if self.conda_env.is_externally_managed: raise WorkflowError( "Workflow archives cannot be created for workflows using externally managed co...
Archive a conda environment into a custom local channel.
archive_conda_env
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
async def inputsize(self): """ Return the size of the input files. Input files need to be present. """ if self._inputsize is None: self._inputsize = sum([await f.size() for f in self.input]) return self._inputsize
Return the size of the input files. Input files need to be present.
inputsize
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def message(self): """Return the message for this job.""" try: return ( self.format_wildcards(self.rule.message) if self.rule.message else None ) except AttributeError as ex: raise RuleException(str(ex), rule=self.rule) except KeyError ...
Return the message for this job.
message
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def _path_to_source_file(self, path: Union[str, Path]) -> SourceFile: """Return the path to source file referred by rule, while expanding wildcards and params. """ if isinstance(path, Path): path = str(path) if self.wildcards is not None or self.params is not None: ...
Return the path to source file referred by rule, while expanding wildcards and params.
_path_to_source_file
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def shadowed_path(self, f): """Get the shadowed path of IOFile f.""" if not self.shadow_dir: return f f_ = IOFile(os.path.join(self.shadow_dir, f), self.rule) # The shadowed path does not need the storage object, storage will be handled # after shadowing. f_.c...
Get the shadowed path of IOFile f.
shadowed_path
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
async def remove_existing_output(self): """Clean up output before rules actually run""" for f, f_ in zip(self.output, self.rule.output): if is_flagged(f, "update"): # output files marked as to be updated are not removed continue try: ...
Clean up output before rules actually run
remove_existing_output
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
async def prepare(self): """ Prepare execution of job. This includes creation of directories and deletion of previously created files. Creates a shadow directory for the job if specified. """ await self.check_protected_output() unexpected_output = self.d...
Prepare execution of job. This includes creation of directories and deletion of previously created files. Creates a shadow directory for the job if specified.
prepare
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def format_wildcards(self, string, **variables): """Format a string with variables from the job.""" _variables = dict() _variables.update(self.rule.workflow.globals) _variables.update( dict( input=self.input, output=self.output, ...
Format a string with variables from the job.
format_wildcards
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def expanded_output(self): """Yields the entire expanded output of all jobs""" for job in self.jobs: yield from job.output
Yields the entire expanded output of all jobs
expanded_output
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def is_provenance_triggered(self): """Return True if reason is triggered by provenance information.""" return ( self.params_changed or self.code_changed or self.software_stack_changed or self.input_changed )
Return True if reason is triggered by provenance information.
is_provenance_triggered
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def mark_finished(self): "called if the job has been run" self.finished = True
called if the job has been run
mark_finished
python
snakemake/snakemake
src/snakemake/jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/jobs.py
MIT
def format_percentage(done, total): """Format percentage from given fraction while avoiding superfluous precision.""" if done == total: return "100%" if done == 0: return "0%" precision = 0 fraction = done / total fmt_precision = "{{:.{}%}}".format def fmt(fraction): ...
Format percentage from given fraction while avoiding superfluous precision.
format_percentage
python
snakemake/snakemake
src/snakemake/logging.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/logging.py
MIT
def get_event_level(record: logging.LogRecord) -> tuple[LogEvent, str]: """ Gets snakemake log level from a log record. If there is no snakemake log level, returns the log record's level name. Args: record (logging.LogRecord) Returns: tuple[LogEvent, str] """ event = record...
Gets snakemake log level from a log record. If there is no snakemake log level, returns the log record's level name. Args: record (logging.LogRecord) Returns: tuple[LogEvent, str]
get_event_level
python
snakemake/snakemake
src/snakemake/logging.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/logging.py
MIT
def format(self, record): """ Override format method to format Snakemake-specific log messages. """ event, level = get_event_level(record) record_dict = record.__dict__.copy() def default_formatter(rd): return rd["msg"] formatters = { Non...
Override format method to format Snakemake-specific log messages.
format
python
snakemake/snakemake
src/snakemake/logging.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/logging.py
MIT
def _format_job_info(self, msg): """Helper method to format job info details.""" def format_item(item, omit=None, valueformat=str): value = msg[item] if value != omit: return f" {item}: {valueformat(value)}" output = [ f"{'local' if msg['l...
Helper method to format job info details.
_format_job_info
python
snakemake/snakemake
src/snakemake/logging.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/logging.py
MIT
def _format_job_error(self, msg): """Helper method to format job error details.""" output = [f"Error in rule {msg['rule_name']}:"] if msg["msg"]: output.append(f" message: {msg['rule_msg']}") output.append(f" jobid: {msg['jobid']}") if msg["input"]: ...
Helper method to format job error details.
_format_job_error
python
snakemake/snakemake
src/snakemake/logging.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/logging.py
MIT
def _format_group_error(self, msg): """Helper method to format group error details.""" output = [] if msg["msg"]: output.append(f" message: {msg['msg']}") if msg["aux_logs"]: output.append( f" log: {', '.join(msg['aux_logs'])} (check log fil...
Helper method to format group error details.
_format_group_error
python
snakemake/snakemake
src/snakemake/logging.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/logging.py
MIT
def can_color_tty(self, mode): """ Colors are supported when: 1. Terminal is not "dumb" 2. Running in subprocess mode 3. Using a TTY on non-Windows systems """ from snakemake_interface_executor_plugins.settings import ExecMode # Case 1: Check if terminal ...
Colors are supported when: 1. Terminal is not "dumb" 2. Running in subprocess mode 3. Using a TTY on non-Windows systems
can_color_tty
python
snakemake/snakemake
src/snakemake/logging.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/logging.py
MIT
def decorate(self, record, message): """ Add color to the log message based on its level. """ message = [message] event, level = get_event_level(record) if not self.nocolor and record.levelname in self.colors: if level == "INFO" and event in self.yellow_info...
Add color to the log message based on its level.
decorate
python
snakemake/snakemake
src/snakemake/logging.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/logging.py
MIT
def notebook( path, basedir, input, output, params, wildcards, threads, resources, log, config, rulename, conda_env, conda_base_path, container_img, singularity_args, env_modules, bench_record, jobid, bench_iteration, cleanup_scripts, s...
Load a script from the given basedir + path and execute it.
notebook
python
snakemake/snakemake
src/snakemake/notebook.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/notebook.py
MIT
def match(self, targetfile: str) -> set[Rule]: """Returns all rules that match the given target file, considering only the prefix and suffix up to the first wildcard. To further verify the match, the returned rules should be checked with ``Rule.is_producer(targetfile)``. """ ret...
Returns all rules that match the given target file, considering only the prefix and suffix up to the first wildcard. To further verify the match, the returned rules should be checked with ``Rule.is_producer(targetfile)``.
match
python
snakemake/snakemake
src/snakemake/output_index.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/output_index.py
MIT
def parse_fstring(self, token: tokenize.TokenInfo): """ only for python >= 3.12, since then python changed the parsing manner of f-string, see [pep-0701](https://peps.python.org/pep-0701) Here, we just read where the f-string start and end from tokens. Luckily, each toke...
only for python >= 3.12, since then python changed the parsing manner of f-string, see [pep-0701](https://peps.python.org/pep-0701) Here, we just read where the f-string start and end from tokens. Luckily, each token records the content of the line, and we can just take...
parse_fstring
python
snakemake/snakemake
src/snakemake/parser.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/parser.py
MIT
def apply_default_storage(self, path): """Apply the defined default remote provider to the given path and return the updated _IOFile. Asserts that default remote provider is defined. """ from snakemake.storage import flag_with_storage_object def is_annotated_callable(value): ...
Apply the defined default remote provider to the given path and return the updated _IOFile. Asserts that default remote provider is defined.
apply_default_storage
python
snakemake/snakemake
src/snakemake/path_modifier.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/path_modifier.py
MIT
def input_checksums(self, job, input_path): """Return all checksums of the given input file recorded for the output of the given job. """ return set( self.metadata(output_path).get("input_checksums", {}).get(input_path) for output_path in job.output )
Return all checksums of the given input file recorded for the output of the given job.
input_checksums
python
snakemake/snakemake
src/snakemake/persistence.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/persistence.py
MIT
def params_changed(self, job, file=None): """Yields output files with changed params or bool if file given.""" files = [file] if file is not None else job.output changes = NO_PARAMS_CHANGE new = set(self._params(job)) for outfile in files: fmt_version = self.record...
Yields output files with changed params or bool if file given.
params_changed
python
snakemake/snakemake
src/snakemake/persistence.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/persistence.py
MIT
def _get_layers(cls, resources, constraints, sortby=None): """Calculate required consecutive job layers. Layers are used to keep resource requirements within given constraint. For instance, if the jobs together require 50 threads, but only 12 are available, we will use 5 layers. If mult...
Calculate required consecutive job layers. Layers are used to keep resource requirements within given constraint. For instance, if the jobs together require 50 threads, but only 12 are available, we will use 5 layers. If multiple constraints are used, all will be considered and met. Any...
_get_layers
python
snakemake/snakemake
src/snakemake/resources.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/resources.py
MIT
def infer_resources(name, value, resources: dict): """Infer resources from a given one, if possible.""" from humanfriendly import parse_size, parse_timespan, InvalidTimespan, InvalidSize if isinstance(value, str): value = value.strip("'\"") if ( (name == "mem" or name == "disk") ...
Infer resources from a given one, if possible.
infer_resources
python
snakemake/snakemake
src/snakemake/resources.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/resources.py
MIT
def apply_modifier( self, modifier, rulename, prefix_replacables={"input", "output", "log", "benchmark"}, ): """Update this ruleinfo with the given one (used for 'use rule' overrides).""" path_modifier = modifier.path_modifier skips = set() if modifie...
Update this ruleinfo with the given one (used for 'use rule' overrides).
apply_modifier
python
snakemake/snakemake
src/snakemake/ruleinfo.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/ruleinfo.py
MIT
def __init__(self, name, workflow, lineno=None, snakefile=None): """ Create a rule Arguments name -- the name of the rule """ self._name = name self.workflow = workflow self.docstring = None self.message = None self._input = InputFiles() ...
Create a rule Arguments name -- the name of the rule
__init__
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def set_input(self, *input, **kwinput): """ Add a list of input files. Recursive lists are flattened. Arguments input -- the list of input files """ consider_ancient = self.workflow.workflow_settings.consider_ancient.get( self.name, frozenset() ) ...
Add a list of input files. Recursive lists are flattened. Arguments input -- the list of input files
set_input
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def set_output(self, *output, **kwoutput): """ Add a list of output files. Recursive lists are flattened. After creating the output files, they are checked for duplicates. Arguments output -- the list of output files """ for item in output: # Named m...
Add a list of output files. Recursive lists are flattened. After creating the output files, they are checked for duplicates. Arguments output -- the list of output files
set_output
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def check_output_duplicates(self): """Check ``Namedlist`` for duplicate entries and raise a ``WorkflowError`` on problems. Does not raise if the entry is empty. """ seen = dict() idx = None for name, value in self.output._allitems(): if name is None: ...
Check ``Namedlist`` for duplicate entries and raise a ``WorkflowError`` on problems. Does not raise if the entry is empty.
check_output_duplicates
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def _set_inoutput_item(self, item, output=False, name=None, mark_ancient=False): """ Set an item to be input or output. Arguments item -- the item inoutput -- a Namedlist of either input or output items name -- an optional name for the item """ i...
Set an item to be input or output. Arguments item -- the item inoutput -- a Namedlist of either input or output items name -- an optional name for the item
_set_inoutput_item
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def handle_incomplete_checkpoint(exception): """If checkpoint is incomplete, target it such that it is completed before this rule gets executed.""" if exception.targetfile in input: return TBDString() else: raise WorkflowError( ...
If checkpoint is incomplete, target it such that it is completed before this rule gets executed.
handle_incomplete_checkpoint
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def is_producer(self, requested_output): """ Returns True if this rule is a producer of the requested output. """ try: for o in self.products(): if o.match(requested_output): return True return False except sre_constants...
Returns True if this rule is a producer of the requested output.
is_producer
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def get_wildcards(self, requested_output, wildcards_dict=None): """ Return wildcard dictionary by 1. trying to format the output with the given wildcards and comparing with the requested output 2. matching regular expression output files to the requested concrete ones. Arguments...
Return wildcard dictionary by 1. trying to format the output with the given wildcards and comparing with the requested output 2. matching regular expression output files to the requested concrete ones. Arguments requested_output -- a concrete filepath
get_wildcards
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def compare(self, rule1, rule2): """ Return whether rule2 has a higher priority than rule1. """ if rule1.name != rule2.name: # try the last clause first, # i.e. clauses added later overwrite those before. for clause in reversed(self.order): ...
Return whether rule2 has a higher priority than rule1.
compare
python
snakemake/snakemake
src/snakemake/rules.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/rules.py
MIT
def remaining_jobs(self): """Return jobs to be scheduled including not yet ready ones.""" return [ job for job in self.workflow.dag.needrun_jobs() if job not in self.running and not self.workflow.dag.finished(job) and job not in self.failed ...
Return jobs to be scheduled including not yet ready ones.
remaining_jobs
python
snakemake/snakemake
src/snakemake/scheduler.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/scheduler.py
MIT
def schedule(self): """Schedule jobs that are ready, maximizing cpu usage.""" try: while True: if self.workflow.dag.queue_input_jobs: self.update_queue_input_jobs() # work around so that the wait does not prevent keyboard interrupts ...
Schedule jobs that are ready, maximizing cpu usage.
schedule
python
snakemake/snakemake
src/snakemake/scheduler.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/scheduler.py
MIT
def _proceed(self, job): """Do stuff after job is finished.""" with self._lock: self._tofinish.append(job) if self.dryrun: if len(self.running) - len(self._tofinish) - len(self._toerror) <= 0: # During dryrun, only release when all running job...
Do stuff after job is finished.
_proceed
python
snakemake/snakemake
src/snakemake/scheduler.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/scheduler.py
MIT
def _handle_error(self, job, postprocess_job: bool = True): """Clear jobs and stop the workflow. If Snakemake is configured to restart jobs then the job might have "restart_times" left and we just decrement and let the scheduler try to run the job again. """ # must be ca...
Clear jobs and stop the workflow. If Snakemake is configured to restart jobs then the job might have "restart_times" left and we just decrement and let the scheduler try to run the job again.
_handle_error
python
snakemake/snakemake
src/snakemake/scheduler.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/scheduler.py
MIT
def job_selector_ilp(self, jobs): """ Job scheduling by optimization of resource usage by solving ILP using pulp """ import pulp from pulp import lpSum if len(jobs) == 1: return self.job_selector_greedy(jobs) with self._lock: if not self....
Job scheduling by optimization of resource usage by solving ILP using pulp
job_selector_ilp
python
snakemake/snakemake
src/snakemake/scheduler.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/scheduler.py
MIT
def job_selector_greedy(self, jobs): """ Using the greedy heuristic from "A Greedy Algorithm for the General Multidimensional Knapsack Problem", Akcay, Li, Xu, Annals of Operations Research, 2012 Args: jobs (list): list of jobs """ logger.debug("Se...
Using the greedy heuristic from "A Greedy Algorithm for the General Multidimensional Knapsack Problem", Akcay, Li, Xu, Annals of Operations Research, 2012 Args: jobs (list): list of jobs
job_selector_greedy
python
snakemake/snakemake
src/snakemake/scheduler.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/scheduler.py
MIT
def general_args( self, executor_common_settings: CommonSettings, ) -> str: """Return a string to add to self.exec_job that includes additional arguments from the command line. This is currently used in the ClusterExecutor and CPUExecutor, as both were using the same ...
Return a string to add to self.exec_job that includes additional arguments from the command line. This is currently used in the ClusterExecutor and CPUExecutor, as both were using the same code. Both have base class of the RealExecutor.
general_args
python
snakemake/snakemake
src/snakemake/spawn_jobs.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/spawn_jobs.py
MIT
def validate(data, schema, set_default=True): """Validate data with JSON schema at given path. Args: data (object): data to validate. Can be a config dict or a pandas data frame. schema (str): Path to JSON schema used for validation. The schema can also be in YAML format. If validat...
Validate data with JSON schema at given path. Args: data (object): data to validate. Can be a config dict or a pandas data frame. schema (str): Path to JSON schema used for validation. The schema can also be in YAML format. If validating a pandas data frame, the schema has to ...
validate
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def simplify_path(path): """Return a simplified version of the given path.""" relpath = os.path.relpath(path) if relpath.startswith("../../"): return path else: return relpath
Return a simplified version of the given path.
simplify_path
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def linecount(filename): """Return the number of lines of the given file. Args: filename (str): the path to the file """ with open(filename) as f: return sum(1 for l in f)
Return the number of lines of the given file. Args: filename (str): the path to the file
linecount
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def makedirs(dirnames): """Recursively create the given directory or directories without reporting errors if they are present. """ if isinstance(dirnames, str): dirnames = [dirnames] for dirname in dirnames: os.makedirs(dirname, exist_ok=True)
Recursively create the given directory or directories without reporting errors if they are present.
makedirs
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def report( text, path, stylesheet=None, defaultenc="utf8", template=None, metadata=None, **files, ): """Create an HTML report using python docutils. This is deprecated in favor of the --report flag. Attention: This function needs Python docutils to be installed for the pyt...
Create an HTML report using python docutils. This is deprecated in favor of the --report flag. Attention: This function needs Python docutils to be installed for the python installation you use with Snakemake. All keywords not listed below are interpreted as paths to files that shall be embedded ...
report
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def R(code): """Execute R code. This is deprecated in favor of the ``script`` directive. This function executes the R code given as a string. The function requires rpy2 to be installed. Args: code (str): R code to be executed """ try: import rpy2.robjects as robjects ex...
Execute R code. This is deprecated in favor of the ``script`` directive. This function executes the R code given as a string. The function requires rpy2 to be installed. Args: code (str): R code to be executed
R
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def format(_pattern, *args, stepout=1, _quote_all=False, quote_func=None, **kwargs): """Format a pattern in Snakemake style. This means that keywords embedded in braces are replaced by any variable values that are available in the current namespace. """ frame = inspect.currentframe().f_back wh...
Format a pattern in Snakemake style. This means that keywords embedded in braces are replaced by any variable values that are available in the current namespace.
format
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def read_job_properties( jobscript, prefix="# properties", pattern=re.compile("# properties = (.*)") ): """Read the job properties defined in a snakemake jobscript. This function is a helper for writing custom wrappers for the snakemake --cluster functionality. Applying this function to a jobscript...
Read the job properties defined in a snakemake jobscript. This function is a helper for writing custom wrappers for the snakemake --cluster functionality. Applying this function to a jobscript will return a dict containing information about the job.
read_job_properties
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def min_version(version): """Require minimum snakemake version, raise workflow error if not met.""" from packaging.version import parse from snakemake.common import __version__ if parse(__version__) < parse(version): raise WorkflowError( "Expecting Snakemake version {} or higher (yo...
Require minimum snakemake version, raise workflow error if not met.
min_version
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def update_config(config, overwrite_config): """Recursively update dictionary config with overwrite_config in-place. See https://stackoverflow.com/questions/3232943/update-value-of-a-nested-dictionary-of-varying-depth for details. Args: config (dict): dictionary to update overwrite_con...
Recursively update dictionary config with overwrite_config in-place. See https://stackoverflow.com/questions/3232943/update-value-of-a-nested-dictionary-of-varying-depth for details. Args: config (dict): dictionary to update overwrite_config (dict): dictionary whose items will overwrite th...
update_config
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def _update_config(config, overwrite_config): """Necessary as recursive calls require a return value, but `update_config()` has no return value. """ for key, value in overwrite_config.items(): if not isinstance(config, collections.abc.Mapping): # the config ca...
Necessary as recursive calls require a return value, but `update_config()` has no return value.
_update_config
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def available_cpu_count(): """ Return the number of available virtual or physical CPUs on this system. The number of available CPUs can be smaller than the total number of CPUs when the cpuset(7) mechanism is in use, as is the case on some cluster systems. Adapted from https://stackoverflow.com...
Return the number of available virtual or physical CPUs on this system. The number of available CPUs can be smaller than the total number of CPUs when the cpuset(7) mechanism is in use, as is the case on some cluster systems. Adapted from https://stackoverflow.com/a/1006301/715090
available_cpu_count
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def argvquote(arg, force=True): """Returns an argument quoted in such a way that CommandLineToArgvW on Windows will return the argument string unchanged. This is the same thing Popen does when supplied with a list of arguments. Arguments in a command line should be separated by spaces; this function...
Returns an argument quoted in such a way that CommandLineToArgvW on Windows will return the argument string unchanged. This is the same thing Popen does when supplied with a list of arguments. Arguments in a command line should be separated by spaces; this function does not add these spaces. This implem...
argvquote
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def cmd_exe_quote(arg): """Quotes an argument in a cmd.exe compliant way.""" arg = argvquote(arg) cmd_exe_metachars = '^()%!"<>&|' for char in cmd_exe_metachars: arg.replace(char, "^" + char) return arg
Quotes an argument in a cmd.exe compliant way.
cmd_exe_quote
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def find_bash_on_windows(): """ Find the path to a usable bash on windows. The first attempt is to look for a bash installed with a git conda package. Alternatively, try bash installed with 'Git for Windows'. """ if not ON_WINDOWS: return None # First look for bash in git's conda pac...
Find the path to a usable bash on windows. The first attempt is to look for a bash installed with a git conda package. Alternatively, try bash installed with 'Git for Windows'.
find_bash_on_windows
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def wildcard_pattern(self): """Wildcard pattern over all columns of the underlying dataframe of the form column1~{column1}/column2~{column2}/*** or of the provided custom pattern. """ if self.single_wildcard: return f"{{{self.single_wildcard}}}" else: retu...
Wildcard pattern over all columns of the underlying dataframe of the form column1~{column1}/column2~{column2}/*** or of the provided custom pattern.
wildcard_pattern
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def instance_patterns(self): """Iterator over all instances of the parameter space (dataframe rows), formatted as file patterns of the form column1~{value1}/column2~{value2}/... or of the provided custom pattern. """ import pandas as pd fmt_value = lambda value: "NA" if ...
Iterator over all instances of the parameter space (dataframe rows), formatted as file patterns of the form column1~{value1}/column2~{value2}/... or of the provided custom pattern.
instance_patterns
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def instance(self, wildcards): """Obtain instance (dataframe row) with the given wildcard values.""" import pandas as pd from snakemake.io import regex_from_filepattern def convert_value_dtype(name, value): if self.dataframe.dtypes[name] == bool and value == "False": ...
Obtain instance (dataframe row) with the given wildcard values.
instance
python
snakemake/snakemake
src/snakemake/utils.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/utils.py
MIT
def cleanup_source_archive(self): """cleanup source archive form remote storage""" if self._source_archive is not None: obj = self.storage_registry.default_storage_provider.object( self._source_archive.query ) async_run(obj.managed_remove())
cleanup source archive form remote storage
cleanup_source_archive
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def get_rule(self, name): """ Get rule by name. Arguments name -- the name of the rule """ if not self._rules: raise NoRulesException() if name not in self._rules: raise UnknownRuleException(name) return self._rules[name]
Get rule by name. Arguments name -- the name of the rule
get_rule
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def inputfile(self, path): """Mark file as being an input file of the workflow. This also means that eventual --default-remote-provider/prefix settings will be applied to this file. The file is returned as _IOFile object, such that it can e.g. be transparently opened with _IOFile.open()...
Mark file as being an input file of the workflow. This also means that eventual --default-remote-provider/prefix settings will be applied to this file. The file is returned as _IOFile object, such that it can e.g. be transparently opened with _IOFile.open().
inputfile
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def generate_unit_tests(self, path: Path): """Generate unit tests for the workflow. Arguments path -- Path to the directory where the unit tests shall be generated. """ from snakemake import unit_tests assert self.dag_settings is not None self._prepare_dag( ...
Generate unit tests for the workflow. Arguments path -- Path to the directory where the unit tests shall be generated.
generate_unit_tests
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def export_cwl(self, path: Path): """Export the workflow as CWL document. Arguments path -- the path to the CWL document to be created. """ assert self.dag_settings is not None self._prepare_dag( forceall=self.dag_settings.forceall, ignore_incompl...
Export the workflow as CWL document. Arguments path -- the path to the CWL document to be created.
export_cwl
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def source_path(self, rel_path): """Return path to source file from work dir derived from given path relative to snakefile""" # TODO download to disk (use source cache) in case of remote file import inspect frame = inspect.currentframe() assert frame is not None and frame.f_back...
Return path to source file from work dir derived from given path relative to snakefile
source_path
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def register_envvars(self, *envvars): """ Register environment variables that shall be passed to jobs. If used multiple times, union is taken. """ invalid_envvars = [ envvar for envvar in envvars if re.match(r"^\w+$", envvar, flags=re.ASCII) is...
Register environment variables that shall be passed to jobs. If used multiple times, union is taken.
register_envvars
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def configfile(self, fp): """Update the global config with data from the given file.""" from snakemake.common.configfile import load_configfile if not self.modifier.skip_configfile: if os.path.exists(fp): self.configfiles.append(fp) c = load_configfil...
Update the global config with data from the given file.
configfile
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def report(self, path): """Define a global report description in .rst format.""" if not self.modifier.skip_global_report_caption: self.report_text = self.current_basedir.join(path)
Define a global report description in .rst format.
report
python
snakemake/snakemake
src/snakemake/workflow.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/workflow.py
MIT
def wrapper( path, input, output, params, wildcards, threads, resources, log, config, rulename, conda_env, conda_base_path, container_img, singularity_args, env_modules, bench_record, prefix, jobid, bench_iteration, cleanup_scripts, sha...
Load a wrapper from https://github.com/snakemake/snakemake-wrappers under the given path + wrapper.(py|R|Rmd) and execute it.
wrapper
python
snakemake/snakemake
src/snakemake/wrapper.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/wrapper.py
MIT
def _get_provenance_hash(self, job: Job, cache_mode: str): """ Recursively calculate hash for the output of the given job and all upstream jobs in a blockchain fashion. This is based on an idea of Sven Nahnsen. Fails if job has more than one output file. The reason is that there...
Recursively calculate hash for the output of the given job and all upstream jobs in a blockchain fashion. This is based on an idea of Sven Nahnsen. Fails if job has more than one output file. The reason is that there is no way to generate a per-output file hash without generati...
_get_provenance_hash
python
snakemake/snakemake
src/snakemake/caching/hash.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/caching/hash.py
MIT
async def store(self, job: Job, cache_mode: str): """ Store generated job output in the cache. """ if not os.access(self.path, os.W_OK): raise WorkflowError( "Cannot access cache location {}. Please ensure that " "it is present and writeable."...
Store generated job output in the cache.
store
python
snakemake/snakemake
src/snakemake/caching/local.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/caching/local.py
MIT
async def fetch(self, job: Job, cache_mode: str): """ Retrieve cached output file and symlink to the place where the job expects it's output. """ for outputfile, cachefile in self.get_outputfiles_and_cachefiles( job, cache_mode ): if not cachefile.exists()...
Retrieve cached output file and symlink to the place where the job expects it's output.
fetch
python
snakemake/snakemake
src/snakemake/caching/local.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/caching/local.py
MIT
async def exists(self, job: Job, cache_mode: str): """ Return True if job is already cached """ for outputfile, cachefile in self.get_outputfiles_and_cachefiles( job, cache_mode ): if not cachefile.exists(): return False logger...
Return True if job is already cached
exists
python
snakemake/snakemake
src/snakemake/caching/local.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/caching/local.py
MIT
def _load_configfile(configpath_or_obj, filetype="Config"): "Tries to load a configfile first as JSON, then as YAML, into a dict." import yaml if isinstance(configpath_or_obj, str) or isinstance(configpath_or_obj, Path): obj = open(configpath_or_obj, encoding="utf-8") else: obj = config...
Tries to load a configfile first as JSON, then as YAML, into a dict.
_load_configfile
python
snakemake/snakemake
src/snakemake/common/configfile.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/configfile.py
MIT
def load_configfile(configpath): "Loads a JSON or YAML configfile as a dict, then checks that it's a dict." config = _load_configfile(configpath) if not isinstance(config, dict): raise WorkflowError( "Config file must be given as JSON or YAML with keys at top level." ) return...
Loads a JSON or YAML configfile as a dict, then checks that it's a dict.
load_configfile
python
snakemake/snakemake
src/snakemake/common/configfile.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/configfile.py
MIT
def get_git_root(path): """ Args: path: (str) Path a to a directory/file that is located inside the repo Returns: path to the root folder for git repo """ import git try: git_repo = git.Repo(path, search_parent_directories=True) return git_repo.git.rev_parse("--s...
Args: path: (str) Path a to a directory/file that is located inside the repo Returns: path to the root folder for git repo
get_git_root
python
snakemake/snakemake
src/snakemake/common/git.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/git.py
MIT
def get_git_root_parent_directory(path, input_path): """ This function will recursively go through parent directories until a git repository is found or until no parent directories are left, in which case an error will be raised. This is needed when providing a path to a file/folder that is located ...
This function will recursively go through parent directories until a git repository is found or until no parent directories are left, in which case an error will be raised. This is needed when providing a path to a file/folder that is located on a branch/tag not currently checked out. Args: ...
get_git_root_parent_directory
python
snakemake/snakemake
src/snakemake/common/git.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/git.py
MIT
def git_content(git_file): """ This function will extract a file from a git repository, one located on the filesystem. The expected format is git+file:///path/to/your/repo/path_to_file@version Args: env_file (str): consist of path to repo, @, version, and file information ...
This function will extract a file from a git repository, one located on the filesystem. The expected format is git+file:///path/to/your/repo/path_to_file@version Args: env_file (str): consist of path to repo, @, version, and file information Ex: git+file:///home/smeds/snake...
git_content
python
snakemake/snakemake
src/snakemake/common/git.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/git.py
MIT
def match_iter(self, query: str) -> Generator[V, None, None]: """Yields all entries which are prefixes of the given key. E.g. if "abc" is the key then "abc", "ab", "a", and "" are considered valid prefixes. Yields entries as (key, value) tuples as supplied to __init__() """ ...
Yields all entries which are prefixes of the given key. E.g. if "abc" is the key then "abc", "ab", "a", and "" are considered valid prefixes. Yields entries as (key, value) tuples as supplied to __init__()
match_iter
python
snakemake/snakemake
src/snakemake/common/prefix_lookup.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/prefix_lookup.py
MIT
def _common_prefix(self, s1: str, s2: str) -> str: """Utility function that gives the common prefix of two strings. Except, if the strings are identical, returns the string minus one letter. Behaviour is undefined if either string is empty. """ for i, (l1, l2) in enumerate(zip(s...
Utility function that gives the common prefix of two strings. Except, if the strings are identical, returns the string minus one letter. Behaviour is undefined if either string is empty.
_common_prefix
python
snakemake/snakemake
src/snakemake/common/prefix_lookup.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/prefix_lookup.py
MIT
def async_run(coroutine): """Attaches to running event loop or creates a new one to execute a coroutine. .. seealso:: https://github.com/snakemake/snakemake/issues/1105 https://stackoverflow.com/a/65696398 """ try: return asyncio.run(coroutine) except RuntimeError as e:...
Attaches to running event loop or creates a new one to execute a coroutine. .. seealso:: https://github.com/snakemake/snakemake/issues/1105 https://stackoverflow.com/a/65696398
async_run
python
snakemake/snakemake
src/snakemake/common/__init__.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/__init__.py
MIT
def num_if_possible(s): """Convert string to number if possible, otherwise return string.""" try: return int(s) except ValueError: try: return float(s) except ValueError: return s
Convert string to number if possible, otherwise return string.
num_if_possible
python
snakemake/snakemake
src/snakemake/common/__init__.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/__init__.py
MIT
def get_file_hash(filename, algorithm="sha256"): """find the SHA256 hash string of a file. We use this so that the user can choose to cache working directories in storage. """ from snakemake.logging import logger # The algorithm must be available try: hasher = hashlib.new(algorithm) ...
find the SHA256 hash string of a file. We use this so that the user can choose to cache working directories in storage.
get_file_hash
python
snakemake/snakemake
src/snakemake/common/__init__.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/__init__.py
MIT
def bytesto(bytes, to, bsize=1024): """convert bytes to megabytes. bytes to mb: bytesto(bytes, 'm') bytes to gb: bytesto(bytes, 'g' etc. From https://gist.github.com/shawnbutts/3906915 """ levels = {"k": 1, "m": 2, "g": 3, "t": 4, "p": 5, "e": 6} answer = float(bytes) for _ in range(leve...
convert bytes to megabytes. bytes to mb: bytesto(bytes, 'm') bytes to gb: bytesto(bytes, 'g' etc. From https://gist.github.com/shawnbutts/3906915
bytesto
python
snakemake/snakemake
src/snakemake/common/__init__.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/__init__.py
MIT
def group_into_chunks(n, iterable): """Group iterable into chunks of size at most n. See https://stackoverflow.com/a/8998040. """ it = iter(iterable) while True: chunk = tuple(itertools.islice(it, n)) if not chunk: return yield chunk
Group iterable into chunks of size at most n. See https://stackoverflow.com/a/8998040.
group_into_chunks
python
snakemake/snakemake
src/snakemake/common/__init__.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/__init__.py
MIT
def unique_justseen(iterable, key=None): """ List unique elements, preserving order. Remember only the element just seen. From https://docs.python.org/3/library/itertools.html#itertools-recipes """ # unique_justseen('AAAABBBCCDAABBB') --> A B C D A B # unique_justseen('ABBcCAD', str.lower) --> ...
List unique elements, preserving order. Remember only the element just seen. From https://docs.python.org/3/library/itertools.html#itertools-recipes
unique_justseen
python
snakemake/snakemake
src/snakemake/common/__init__.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/__init__.py
MIT
def set_env(**environ): """ Temporarily set the process environment variables. >>> with set_env(PLUGINS_DIR='test/plugins'): ... "PLUGINS_DIR" in os.environ True >>> "PLUGINS_DIR" in os.environ False :type environ: Dict[str, unicode] :param environ: Environment variables to set ...
Temporarily set the process environment variables. >>> with set_env(PLUGINS_DIR='test/plugins'): ... "PLUGINS_DIR" in os.environ True >>> "PLUGINS_DIR" in os.environ False :type environ: Dict[str, unicode] :param environ: Environment variables to set
set_env
python
snakemake/snakemake
src/snakemake/common/__init__.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/__init__.py
MIT
def copy_permission_safe(src: str, dst: str): """Copy a file to a given destination. If destination exists, it is removed first in order to avoid permission issues when the destination permissions are tried to be applied to an already existing destination. """ if os.path.exists(dst): os...
Copy a file to a given destination. If destination exists, it is removed first in order to avoid permission issues when the destination permissions are tried to be applied to an already existing destination.
copy_permission_safe
python
snakemake/snakemake
src/snakemake/common/__init__.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/common/__init__.py
MIT
def address(self): """Path to directory of the conda environment. First tries full hash, if it does not exist, (8-prefix) is used as default. """ if self.name: return self.name elif self.dir: return self.dir else: env_dir = se...
Path to directory of the conda environment. First tries full hash, if it does not exist, (8-prefix) is used as default.
address
python
snakemake/snakemake
src/snakemake/deployment/conda.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/deployment/conda.py
MIT
def archive_file(self): """Path to archive of the conda environment, which may or may not exist.""" if self._archive_file is None: self._archive_file = os.path.join(self._env_archive_dir, self.content_hash) return self._archive_file
Path to archive of the conda environment, which may or may not exist.
archive_file
python
snakemake/snakemake
src/snakemake/deployment/conda.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/deployment/conda.py
MIT
def create_archive(self): """Create self-contained archive of environment.""" from snakemake.shell import shell # importing requests locally because it interferes with instantiating conda environments import requests self.check_is_file_based() env_archive = self.archiv...
Create self-contained archive of environment.
create_archive
python
snakemake/snakemake
src/snakemake/deployment/conda.py
https://github.com/snakemake/snakemake/blob/master/src/snakemake/deployment/conda.py
MIT