Instruction stringlengths 362 7.83k | output_code stringlengths 1 945 |
|---|---|
Given the following code snippet before the placeholder: <|code_start|> If 'web', the web service given in the GILDA_URL config setting or
environmental variable is used. Otherwise, the gilda package is
attempted to be imported and used. Default: web
Returns
-------
bool
True if disambiguation was successfully applied, and False
otherwise. Reasons for a False response can be the lack of
evidence as well as failure to obtain text for grounding
disambiguation.
"""
success = False
# If the Statement doesn't have evidence for some reason, then there is
# no text to disambiguate by
# NOTE: we might want to try disambiguating by other agents in the
# Statement
if not stmt.evidence:
return False
# Initialize annotations if needed so predicted
# probabilities can be added to Agent annotations
annots = stmt.evidence[0].annotations
if 'agents' in annots:
if 'gilda' not in annots['agents']:
annots['agents']['gilda'] = \
[None for _ in stmt.agent_list()]
else:
annots['agents'] = {'gilda': [None for _ in stmt.agent_list()]}
grounding_text = self._get_text_for_grounding(stmt, agent_txt)
if grounding_text:
<|code_end|>
, predict the next line using imports from the current file:
import logging
from indra.ontology.standardize \
import standardize_agent_name
from .gilda import ground_agent
from adeft import available_shortforms as available_adeft_models
from adeft.disambiguate import load_disambiguator
from indra_db.util.content_scripts import TextContentSessionHandler
from indra.literature.adeft_tools import universal_extract_text
from indra.literature import pubmed_client
and context including class names, function names, and sometimes code from other files:
# Path: indra/ontology/standardize.py
# def standardize_agent_name(agent, standardize_refs=True, ontology=None,
# ns_order=None):
# """Standardize the name of an Agent based on grounding information.
#
# The priority of which namespace is used as the bases for the
# standard name depends on
#
# Parameters
# ----------
# agent : indra.statements.Agent
# An INDRA Agent whose name attribute should be standardized based
# on grounding information.
# standardize_refs : Optional[bool]
# If True, this function assumes that the Agent's db_refs need to
# be standardized, e.g., HGNC mapped to UP.
# Default: True
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# bool
# True if a new name was set, False otherwise.
# """
# # If the Agent is None, we return immediately
# if agent is None:
# return False
# # If we want to standardize the Agent's db_refs, we call this now
# if standardize_refs:
# agent.db_refs = standardize_db_refs(agent.db_refs, ontology=ontology)
# # We next try to get a standard name based on the Agent's grounding
# standard_name = get_standard_name(agent.db_refs, ontology=ontology,
# ns_order=ns_order)
# # If we got a proper standard name, we apply it
# if standard_name:
# agent.name = standard_name
# return True
# return False
#
# Path: indra/preassembler/grounding_mapper/gilda.py
# def ground_agent(agent, txt, context=None, mode='web'):
# """Set the grounding of a given agent, by re-grounding with Gilda.
#
# This function changes the agent in place without returning a value.
#
# Parameters
# ----------
# agent : indra.statements.Agent
# The Agent whose db_refs shuld be changed.
# txt : str
# The text by which the Agent should be grounded.
# context : Optional[str]
# Any additional text context to help disambiguate the sense
# associated with txt.
# mode : Optional[str]
# If 'web', the web service given in the GILDA_URL config setting or
# environmental variable is used. Otherwise, the gilda package is
# attempted to be imported and used. Default: web
# """
# gr, results = get_grounding(txt, context, mode)
# if gr:
# db_refs = {'TEXT': txt}
# db_refs.update(gr)
# agent.db_refs = db_refs
# standardize_agent_name(agent, standardize_refs=True)
# return results
. Output only the next line. | gilda_result = ground_agent(agent, agent_txt, grounding_text, mode) |
Using the snippet: <|code_start|>
def _make_agent(self, symbol, entrez_id, swissprot_id, trembl_id):
"""Make an Agent object, appropriately grounded.
Parameters
----------
entrez_id : str
Entrez id number
swissprot_id : str
Swissprot (reviewed UniProt) ID.
trembl_id : str
Trembl (unreviewed UniProt) ID.
symbol : str
A plain text symbol, or None if not listed.
Returns
-------
agent : indra.statements.Agent
A grounded agent object.
"""
db_refs = {}
name = symbol
if swissprot_id:
if '|' not in swissprot_id:
db_refs['UP'] = swissprot_id
elif trembl_id:
if '|' not in trembl_id:
db_refs['UP'] = trembl_id
if entrez_id:
db_refs['EGID'] = entrez_id
<|code_end|>
, determine the next line of code. You have imports:
import re
import csv
import tqdm
import logging
import requests
from io import BytesIO, StringIO
from zipfile import ZipFile
from collections import namedtuple
from indra.util import read_unicode_csv
from indra.statements import Agent, Complex, Evidence
from indra.ontology.standardize import standardize_name_db_refs
and context (class names, function names, or code) available:
# Path: indra/ontology/standardize.py
# def standardize_name_db_refs(db_refs, ontology=None, ns_order=None):
# """Return a standardized name and db refs dict for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# str or None
# The standard name based on the db refs, None if not available.
# dict
# The db_refs dict with standardized entries.
# """
# db_refs = standardize_db_refs(db_refs, ontology=ontology,
# ns_order=ns_order)
# name = get_standard_name(db_refs, ontology=ontology, ns_order=ns_order)
# return name, db_refs
. Output only the next line. | standard_name, db_refs = standardize_name_db_refs(db_refs) |
Given snippet: <|code_start|>__all__ = ['process_from_web', 'process_file', 'process_df']
DOWNLOAD_URL = 'http://ubibrowser.ncpsb.org.cn/v2/Public/download/literature/'
E3_URL = DOWNLOAD_URL + 'literature.E3.txt'
DUB_URL = DOWNLOAD_URL + 'literature.DUB.txt'
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import pandas
from .processor import UbiBrowserProcessor
and context:
# Path: indra/sources/ubibrowser/processor.py
# class UbiBrowserProcessor:
# """Processor for UbiBrowser data."""
# def __init__(self, e3_df, dub_df):
# self.e3_df = e3_df
# self.dub_df = dub_df
# self.statements = []
#
# def extract_statements(self):
# for df, stmt_type in [(self.e3_df, Ubiquitination),
# (self.dub_df, Deubiquitination)]:
# for _, row in df.iterrows():
# stmt = self._process_row(row, stmt_type)
# if stmt:
# self.statements.append(stmt)
#
# @staticmethod
# def _process_row(row, stmt_type):
# # Note that even in the DUB table the subject of the statement
# # is called "E3"
# # There are some examples where a complex is implied (e.g., BMI1-RNF2),
# # for simplicity we just ignore these
# if '-' in row['E3AC']:
# return None
# subj_agent = get_standard_agent(row['E3GENE'], {'UP': row['E3AC']})
# obj_agent = get_standard_agent(row['SUBGENE'], {'UP': row['SUBAC']})
# if row['SOURCE'] == 'MEDLINE' and row['SOURCEID'] != 'UNIPROT':
# # Note: we sometimes get int here
# pmid = str(row['SOURCEID'])
# text = row['SENTENCE']
# else:
# pmid = None
# text = None
# ev = Evidence(source_api='ubibrowser', pmid=pmid, text=text)
# stmt = stmt_type(subj_agent, obj_agent, evidence=[ev])
# return stmt
which might include code, classes, or functions. Output only the next line. | def process_from_web() -> UbiBrowserProcessor: |
Based on the snippet: <|code_start|> for db_ns, db_id in agent.db_refs.items():
be_id = famplex_map.get((db_ns, db_id))
if be_id:
break
# Try mapping NCIT to specific genes if possible
if not be_id and 'NCIT' in agent.db_refs:
target = ncit_map.get(agent.db_refs['NCIT'])
if target:
agent.db_refs[target[0]] = target[1]
# If the name is an UP ID, change it
if agent.name and 'UP' not in agent.db_refs \
and 'FPLX' not in agent.db_refs:
if uniprot_client.get_gene_name(agent.name, web_fallback=False):
agent.db_refs['UP'] = agent.name
# Check what entries we have
up_id = agent.db_refs.get('UP')
hgnc_id = agent.db_refs.get('HGNC')
# This is a special case that happens sometimes where agent.name is 'UP:
# db_refs['UP'] is an empty string, and there is no other grounding.
# In this case, we remove the empty UP grounding and reset the name to the
# agent text.
if not be_id and not hgnc_id and up_id == '':
agent.name = agent.db_refs.get('TEXT', agent.name)
agent.db_refs.pop('UP')
# FPLX takes precedence if we have it
elif be_id:
agent.db_refs['FPLX'] = be_id
agent.name = be_id
elif hgnc_id:
<|code_end|>
, predict the immediate next line with the help of imports:
import os
import json
import logging
from copy import copy, deepcopy
from indra.util import read_unicode_csv
from indra.statements import *
from indra.databases import uniprot_client, hgnc_client, go_client
from collections import Counter
and context (classes, functions, sometimes code) from other files:
# Path: indra/databases/hgnc_client.py
# def get_uniprot_id(hgnc_id):
# def get_entrez_id(hgnc_id):
# def get_hgnc_from_entrez(entrez_id):
# def get_ensembl_id(hgnc_id):
# def get_hgnc_from_ensembl(ensembl_id):
# def get_hgnc_name(hgnc_id):
# def get_hgnc_id(hgnc_name):
# def get_current_hgnc_id(hgnc_name):
# def get_hgnc_from_mouse(mgi_id):
# def get_hgnc_from_rat(rgd_id):
# def get_rat_id(hgnc_id):
# def get_mouse_id(hgnc_id):
# def get_hgnc_entry(hgnc_id):
# def get_gene_type(hgnc_id: str) -> Union[str, None]:
# def is_kinase(gene_name):
# def is_transcription_factor(gene_name):
# def is_phosphatase(gene_name):
# def get_enzymes(hgnc_id: str) -> Set[str]:
# def get_hgncs_from_enzyme(ec_code: str) -> Set[str]:
# def _read_hgnc_maps():
# def _read_kinases():
# def _read_phosphatases():
# def _read_tfs():
. Output only the next line. | gene_name = hgnc_client.get_hgnc_name(hgnc_id) |
Here is a snippet: <|code_start|> }
text_refs = parse_text_refs(row['publication'])
ev = Evidence(source_api='virhostnet', annotations=annotations,
text_refs=text_refs, pmid=text_refs.get('PMID'),
source_id=source_ids.get('virhostnet-rid'))
stmt = Complex([host_agent, vir_agent], evidence=[ev])
return stmt
def get_agent_from_grounding(grounding, up_web_fallback=False):
"""Return an INDRA Agent based on a grounding annotation."""
db_ns, db_id = grounding.split(':')
# Assume UniProt or RefSeq IDs
assert db_ns in {'uniprotkb', 'refseq', 'ddbj/embl/genbank'}, db_ns
if db_ns == 'uniprotkb':
if '-' in db_id:
up_id, feat_id = db_id.split('-')
# Assume it's a feature ID
assert feat_id.startswith('PRO'), feat_id
db_refs = {'UP': up_id, 'UPPRO': feat_id}
else:
db_refs = {'UP': db_id}
elif db_ns == 'refseq':
db_refs = {'REFSEQ_PROT': db_id}
else:
db_refs = {'NCBIPROTEIN': db_id}
agent = Agent(db_id, db_refs=db_refs)
<|code_end|>
. Write the next line using the current file imports:
import re
import logging
from indra.databases import uniprot_client
from indra.statements import Agent, Complex, Evidence
from indra.ontology.standardize import standardize_agent_name
and context from other files:
# Path: indra/ontology/standardize.py
# def standardize_agent_name(agent, standardize_refs=True, ontology=None,
# ns_order=None):
# """Standardize the name of an Agent based on grounding information.
#
# The priority of which namespace is used as the bases for the
# standard name depends on
#
# Parameters
# ----------
# agent : indra.statements.Agent
# An INDRA Agent whose name attribute should be standardized based
# on grounding information.
# standardize_refs : Optional[bool]
# If True, this function assumes that the Agent's db_refs need to
# be standardized, e.g., HGNC mapped to UP.
# Default: True
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# bool
# True if a new name was set, False otherwise.
# """
# # If the Agent is None, we return immediately
# if agent is None:
# return False
# # If we want to standardize the Agent's db_refs, we call this now
# if standardize_refs:
# agent.db_refs = standardize_db_refs(agent.db_refs, ontology=ontology)
# # We next try to get a standard name based on the Agent's grounding
# standard_name = get_standard_name(agent.db_refs, ontology=ontology,
# ns_order=ns_order)
# # If we got a proper standard name, we apply it
# if standard_name:
# agent.name = standard_name
# return True
# return False
, which may include functions, classes, or code. Output only the next line. | standardized = standardize_agent_name(agent) |
Given snippet: <|code_start|>
def read_text(self, text):
"""Read a given text phrase.
Parameters
----------
text : str
The text to read. Typically a sentence or a paragraph.
"""
logger.info('Reading: "%s"' % text)
msg_id = 'RT000%s' % self.msg_counter
kqml_perf = _get_perf(text, msg_id)
self.reply_counter += 1
self.msg_counter += 1
self.send(kqml_perf)
def receive_reply(self, msg, content):
"""Handle replies with reading results."""
reply_head = content.head()
if reply_head == 'error':
comment = content.gets('comment')
logger.error('Got error reply: "%s"' % comment)
else:
extractions = content.gets('ekb')
self.extractions.append(extractions)
self.reply_counter -= 1
if self.reply_counter == 0:
self.exit(0)
def _run_drum(self, host, port):
<|code_end|>
, continue by predicting the next line. Consider current file imports:
from builtins import dict, str
from indra.config import get_config
from kqml import KQMLModule, KQMLPerformative, KQMLList
import os
import sys
import time
import random
import signal
import logging
import subprocess
and context:
# Path: indra/config.py
# def get_config(key, failure_ok=True):
# """Get value by key from config file or environment.
#
# Returns the configuration value, first checking the environment
# variables and then, if it's not present there, checking the configuration
# file.
#
# Parameters
# ----------
# key : str
# The key for the configuration value to fetch
# failure_ok : Optional[bool]
# If False and the configuration is missing, an IndraConfigError is
# raised. If True, None is returned and no error is raised in case
# of a missing configuration. Default: True
#
# Returns
# -------
# value : str or None
# The configuration value or None if the configuration value doesn't
# exist and failure_ok is set to True.
# """
# err_msg = "Key %s not in environment or config file." % key
# if key in os.environ:
# return os.environ[key]
# elif key in CONFIG_DICT:
# val = CONFIG_DICT[key]
# # We interpret an empty value in the config file as a failure
# if val is None and not failure_ok:
# msg = 'Key %s is set to an empty value in config file.' % key
# raise IndraConfigError(msg)
# else:
# return val
# elif not failure_ok:
# raise IndraConfigError(err_msg)
# else:
# return None
which might include code, classes, or functions. Output only the next line. | drum_path = get_config('DRUMPATH') |
Based on the snippet: <|code_start|>
class UbiBrowserProcessor:
"""Processor for UbiBrowser data."""
def __init__(self, e3_df, dub_df):
self.e3_df = e3_df
self.dub_df = dub_df
self.statements = []
def extract_statements(self):
for df, stmt_type in [(self.e3_df, Ubiquitination),
(self.dub_df, Deubiquitination)]:
for _, row in df.iterrows():
stmt = self._process_row(row, stmt_type)
if stmt:
self.statements.append(stmt)
@staticmethod
def _process_row(row, stmt_type):
# Note that even in the DUB table the subject of the statement
# is called "E3"
# There are some examples where a complex is implied (e.g., BMI1-RNF2),
# for simplicity we just ignore these
if '-' in row['E3AC']:
return None
<|code_end|>
, predict the immediate next line with the help of imports:
from indra.statements import *
from indra.ontology.standardize import get_standard_agent
and context (classes, functions, sometimes code) from other files:
# Path: indra/ontology/standardize.py
# def get_standard_agent(name, db_refs, ontology=None, ns_order=None, **kwargs):
# """Get a standard agent based on the name, db_refs, and a any other kwargs.
#
# name : str
# The name of the agent that may not be standardized.
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
# kwargs :
# Keyword arguments to pass to :func:`Agent.__init__`.
#
# Returns
# -------
# Agent
# A standard agent
# """
# standard_name, db_refs = standardize_name_db_refs(db_refs,
# ontology=ontology,
# ns_order=ns_order)
# if standard_name:
# name = standard_name
# assert_valid_db_refs(db_refs)
# return Agent(name, db_refs=db_refs, **kwargs)
. Output only the next line. | subj_agent = get_standard_agent(row['E3GENE'], {'UP': row['E3AC']}) |
Given the code snippet: <|code_start|>__all__ = ['_run_eidos_on_text', 'process_text_bio',
'process_json_bio', 'process_json_bio_entities',
'process_text_bio_entities', 'eidos_reader',
'initialize_reader']
logger = logging.getLogger(__name__)
try:
# For text reading
eidos_reader = EidosReader()
except Exception as e:
logger.warning('Could not instantiate Eidos reader, local reading '
'will not be available.')
eidos_reader = None
def _run_eidos_on_text(text, save_json='eidos_output.json',
webservice=None):
if not webservice:
if eidos_reader is None:
logger.error('Eidos reader is not available.')
return None
json_dict = eidos_reader.process_text(text)
else:
if webservice.endswith('/'):
webservice = webservice[:-1]
<|code_end|>
, generate the next line using the imports in this file:
import json
import logging
from indra.sources.eidos import client as eidos_client
from .bio_processor import EidosBioProcessor
from .reader import EidosReader
from indra.sources.eidos.bio_processor import EidosBioProcessor
from .bio_processor import get_agent_bio
and context (functions, classes, or occasionally code) from other files:
# Path: indra/sources/eidos/client.py
# def process_text(text, webservice):
#
# Path: indra/sources/eidos/bio_processor.py
# class EidosBioProcessor(EidosProcessor):
# """Class to extract biology-oriented INDRA statements from Eidos output
# in a way that agents are grounded to biomedical ontologies."""
#
# def __init__(self, json_dict, grounder: Optional[Grounder] = None):
# super().__init__(json_dict)
# if grounder:
# self.grounder = grounder
# else:
# self.grounder = default_grounder_wrapper
#
# def get_regulate_activity(self, stmt):
# context = stmt.evidence[0].text
# subj = self.get_agent_bio(stmt.subj.concept, context=context)
# obj = self.get_agent_bio(stmt.obj.concept, context=context)
# if not subj or not obj:
# return None
# pol = stmt.overall_polarity()
# stmt_type = Activation if pol == 1 or not pol else Inhibition
# bio_stmt = stmt_type(subj, obj, evidence=stmt.evidence)
# return bio_stmt
#
# def extract_statements(self):
# self.extract_causal_relations()
# bio_stmts = []
# for stmt in self.statements:
# bio_stmt = self.get_regulate_activity(stmt)
# if bio_stmt:
# bio_stmts.append(bio_stmt)
# self.statements = bio_stmts
#
# def get_agent_bio(self, concept, context=None):
# return get_agent_bio(concept, context=context, grounder=self.grounder)
. Output only the next line. | json_dict = eidos_client.process_text(text, webservice=webservice) |
Based on the snippet: <|code_start|>
Returns
-------
ep : EidosProcessor
An EidosProcessor containing the extracted INDRA Statements in its
statements attribute.
"""
json_dict = _run_eidos_on_text(text, save_json, webservice)
if json_dict:
return process_json_bio(json_dict, grounder=grounder)
return None
def process_json_bio(json_dict, grounder=None):
"""Return EidosProcessor with grounded Activation/Inhibition statements.
Parameters
----------
json_dict : dict
The JSON-LD dict to be processed.
grounder : Optional[function]
A function which takes a text and an optional context as argument
and returns a dict of groundings.
Returns
-------
ep : EidosProcessor
A EidosProcessor containing the extracted INDRA Statements
in its statements attribute.
"""
<|code_end|>
, predict the immediate next line with the help of imports:
import json
import logging
from indra.sources.eidos import client as eidos_client
from .bio_processor import EidosBioProcessor
from .reader import EidosReader
from indra.sources.eidos.bio_processor import EidosBioProcessor
from .bio_processor import get_agent_bio
and context (classes, functions, sometimes code) from other files:
# Path: indra/sources/eidos/client.py
# def process_text(text, webservice):
#
# Path: indra/sources/eidos/bio_processor.py
# class EidosBioProcessor(EidosProcessor):
# """Class to extract biology-oriented INDRA statements from Eidos output
# in a way that agents are grounded to biomedical ontologies."""
#
# def __init__(self, json_dict, grounder: Optional[Grounder] = None):
# super().__init__(json_dict)
# if grounder:
# self.grounder = grounder
# else:
# self.grounder = default_grounder_wrapper
#
# def get_regulate_activity(self, stmt):
# context = stmt.evidence[0].text
# subj = self.get_agent_bio(stmt.subj.concept, context=context)
# obj = self.get_agent_bio(stmt.obj.concept, context=context)
# if not subj or not obj:
# return None
# pol = stmt.overall_polarity()
# stmt_type = Activation if pol == 1 or not pol else Inhibition
# bio_stmt = stmt_type(subj, obj, evidence=stmt.evidence)
# return bio_stmt
#
# def extract_statements(self):
# self.extract_causal_relations()
# bio_stmts = []
# for stmt in self.statements:
# bio_stmt = self.get_regulate_activity(stmt)
# if bio_stmt:
# bio_stmts.append(bio_stmt)
# self.statements = bio_stmts
#
# def get_agent_bio(self, concept, context=None):
# return get_agent_bio(concept, context=context, grounder=self.grounder)
. Output only the next line. | ep = EidosBioProcessor(json_dict, grounder=grounder) |
Next line prediction: <|code_start|> models = res.json()
return models
else:
return get_models()
def ground_agent(agent, txt, context=None, mode='web'):
"""Set the grounding of a given agent, by re-grounding with Gilda.
This function changes the agent in place without returning a value.
Parameters
----------
agent : indra.statements.Agent
The Agent whose db_refs shuld be changed.
txt : str
The text by which the Agent should be grounded.
context : Optional[str]
Any additional text context to help disambiguate the sense
associated with txt.
mode : Optional[str]
If 'web', the web service given in the GILDA_URL config setting or
environmental variable is used. Otherwise, the gilda package is
attempted to be imported and used. Default: web
"""
gr, results = get_grounding(txt, context, mode)
if gr:
db_refs = {'TEXT': txt}
db_refs.update(gr)
agent.db_refs = db_refs
<|code_end|>
. Use current file imports:
(import logging
import requests
from copy import deepcopy
from typing import Any, Callable, List, Mapping, Optional, Tuple
from urllib.parse import urljoin
from indra.ontology.standardize \
import standardize_agent_name
from indra.config import get_config, has_config
from indra.pipeline import register_pipeline
from gilda import ground
from gilda import get_models)
and context including class names, function names, or small code snippets from other files:
# Path: indra/ontology/standardize.py
# def standardize_agent_name(agent, standardize_refs=True, ontology=None,
# ns_order=None):
# """Standardize the name of an Agent based on grounding information.
#
# The priority of which namespace is used as the bases for the
# standard name depends on
#
# Parameters
# ----------
# agent : indra.statements.Agent
# An INDRA Agent whose name attribute should be standardized based
# on grounding information.
# standardize_refs : Optional[bool]
# If True, this function assumes that the Agent's db_refs need to
# be standardized, e.g., HGNC mapped to UP.
# Default: True
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# bool
# True if a new name was set, False otherwise.
# """
# # If the Agent is None, we return immediately
# if agent is None:
# return False
# # If we want to standardize the Agent's db_refs, we call this now
# if standardize_refs:
# agent.db_refs = standardize_db_refs(agent.db_refs, ontology=ontology)
# # We next try to get a standard name based on the Agent's grounding
# standard_name = get_standard_name(agent.db_refs, ontology=ontology,
# ns_order=ns_order)
# # If we got a proper standard name, we apply it
# if standard_name:
# agent.name = standard_name
# return True
# return False
#
# Path: indra/config.py
# def get_config(key, failure_ok=True):
# """Get value by key from config file or environment.
#
# Returns the configuration value, first checking the environment
# variables and then, if it's not present there, checking the configuration
# file.
#
# Parameters
# ----------
# key : str
# The key for the configuration value to fetch
# failure_ok : Optional[bool]
# If False and the configuration is missing, an IndraConfigError is
# raised. If True, None is returned and no error is raised in case
# of a missing configuration. Default: True
#
# Returns
# -------
# value : str or None
# The configuration value or None if the configuration value doesn't
# exist and failure_ok is set to True.
# """
# err_msg = "Key %s not in environment or config file." % key
# if key in os.environ:
# return os.environ[key]
# elif key in CONFIG_DICT:
# val = CONFIG_DICT[key]
# # We interpret an empty value in the config file as a failure
# if val is None and not failure_ok:
# msg = 'Key %s is set to an empty value in config file.' % key
# raise IndraConfigError(msg)
# else:
# return val
# elif not failure_ok:
# raise IndraConfigError(err_msg)
# else:
# return None
#
# def has_config(key):
# """Returns whether the configuration value for the given kehy is present.
#
# Parameters
# ----------
# key : str
# The key for the configuration value to fetch
#
# Returns
# -------
# value : bool
# Whether the configuration value is present
# """
# return get_config(key, failure_ok=True) is not None
. Output only the next line. | standardize_agent_name(agent, standardize_refs=True) |
Given snippet: <|code_start|>"""This module implements a client to the Gilda grounding web service,
and contains functions to help apply it during the course of INDRA assembly."""
logger = logging.getLogger(__name__)
grounding_service_url = get_config('GILDA_URL', failure_ok=True) \
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import logging
import requests
from copy import deepcopy
from typing import Any, Callable, List, Mapping, Optional, Tuple
from urllib.parse import urljoin
from indra.ontology.standardize \
import standardize_agent_name
from indra.config import get_config, has_config
from indra.pipeline import register_pipeline
from gilda import ground
from gilda import get_models
and context:
# Path: indra/ontology/standardize.py
# def standardize_agent_name(agent, standardize_refs=True, ontology=None,
# ns_order=None):
# """Standardize the name of an Agent based on grounding information.
#
# The priority of which namespace is used as the bases for the
# standard name depends on
#
# Parameters
# ----------
# agent : indra.statements.Agent
# An INDRA Agent whose name attribute should be standardized based
# on grounding information.
# standardize_refs : Optional[bool]
# If True, this function assumes that the Agent's db_refs need to
# be standardized, e.g., HGNC mapped to UP.
# Default: True
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# bool
# True if a new name was set, False otherwise.
# """
# # If the Agent is None, we return immediately
# if agent is None:
# return False
# # If we want to standardize the Agent's db_refs, we call this now
# if standardize_refs:
# agent.db_refs = standardize_db_refs(agent.db_refs, ontology=ontology)
# # We next try to get a standard name based on the Agent's grounding
# standard_name = get_standard_name(agent.db_refs, ontology=ontology,
# ns_order=ns_order)
# # If we got a proper standard name, we apply it
# if standard_name:
# agent.name = standard_name
# return True
# return False
#
# Path: indra/config.py
# def get_config(key, failure_ok=True):
# """Get value by key from config file or environment.
#
# Returns the configuration value, first checking the environment
# variables and then, if it's not present there, checking the configuration
# file.
#
# Parameters
# ----------
# key : str
# The key for the configuration value to fetch
# failure_ok : Optional[bool]
# If False and the configuration is missing, an IndraConfigError is
# raised. If True, None is returned and no error is raised in case
# of a missing configuration. Default: True
#
# Returns
# -------
# value : str or None
# The configuration value or None if the configuration value doesn't
# exist and failure_ok is set to True.
# """
# err_msg = "Key %s not in environment or config file." % key
# if key in os.environ:
# return os.environ[key]
# elif key in CONFIG_DICT:
# val = CONFIG_DICT[key]
# # We interpret an empty value in the config file as a failure
# if val is None and not failure_ok:
# msg = 'Key %s is set to an empty value in config file.' % key
# raise IndraConfigError(msg)
# else:
# return val
# elif not failure_ok:
# raise IndraConfigError(err_msg)
# else:
# return None
#
# def has_config(key):
# """Returns whether the configuration value for the given kehy is present.
#
# Parameters
# ----------
# key : str
# The key for the configuration value to fetch
#
# Returns
# -------
# value : bool
# Whether the configuration value is present
# """
# return get_config(key, failure_ok=True) is not None
which might include code, classes, or functions. Output only the next line. | if has_config('GILDA_URL') else 'http://grounding.indra.bio/' |
Based on the snippet: <|code_start|> activation = True if lr_entry['consensus_stimulation'] else \
False
ligrec_stmts.append(self._get_ligrec_regs(
lr_entry['source'], lr_entry['target'], evidence,
activation=activation))
elif lr_entry['consensus_stimulation'] and \
lr_entry['consensus_inhibition']:
no_consensus += 1
# All evidences were filtered out
else:
no_refs += 1
if no_refs:
logger.warning(f'{no_refs} entries without references were '
f'skipped')
if bad_pmid:
logger.warning(f'{bad_pmid} references with bad pmids were '
f'skipped')
if no_consensus:
logger.warning(f'{no_consensus} entries with conflicting '
f'regulation were skipped')
return ligrec_stmts
@staticmethod
def _agent_from_up_id(up_id):
"""Build an Agent object from a Uniprot ID. Adds db_refs for both
Uniprot and HGNC where available."""
db_refs = {'UP': up_id}
ag = Agent(up_id, db_refs=db_refs)
<|code_end|>
, predict the immediate next line with the help of imports:
import logging
from indra.statements.validate import validate_text_refs
from indra.ontology.standardize import standardize_agent_name
from indra.statements import modtype_to_modclass, Agent, Evidence, Complex, \
get_statement_by_name as stmt_by_name, BoundCondition
and context (classes, functions, sometimes code) from other files:
# Path: indra/ontology/standardize.py
# def standardize_agent_name(agent, standardize_refs=True, ontology=None,
# ns_order=None):
# """Standardize the name of an Agent based on grounding information.
#
# The priority of which namespace is used as the bases for the
# standard name depends on
#
# Parameters
# ----------
# agent : indra.statements.Agent
# An INDRA Agent whose name attribute should be standardized based
# on grounding information.
# standardize_refs : Optional[bool]
# If True, this function assumes that the Agent's db_refs need to
# be standardized, e.g., HGNC mapped to UP.
# Default: True
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# bool
# True if a new name was set, False otherwise.
# """
# # If the Agent is None, we return immediately
# if agent is None:
# return False
# # If we want to standardize the Agent's db_refs, we call this now
# if standardize_refs:
# agent.db_refs = standardize_db_refs(agent.db_refs, ontology=ontology)
# # We next try to get a standard name based on the Agent's grounding
# standard_name = get_standard_name(agent.db_refs, ontology=ontology,
# ns_order=ns_order)
# # If we got a proper standard name, we apply it
# if standard_name:
# agent.name = standard_name
# return True
# return False
. Output only the next line. | standardize_agent_name(ag) |
Using the snippet: <|code_start|> named_only : Optional[bool]
If True, only chemicals that have a name assigned in some name space
(including ones that aren't fully stanadardized per INDRA's ontology,
e.g., CHEMBL1234) are included. If False, chemicals whose name is
assigned based on an ID (e.g., CHEMBL)rather than an actual name are
also included. Default: False
standardized_only : Optional[bool]
If True, only chemicals that are fully standardized per INDRA's
ontology (i.e., they have grounding appearing in one of the
default_ns_order name spaces, and consequently have any
groundings and their name standardized) are extracted.
Default: False
Returns
-------
TasProcessor
A TasProcessor object which has a list of INDRA Statements extracted
from the CSV file representing drug-target inhibitions in its
statements attribute.
"""
logger.info('Downloading TAS data from %s' % tas_data_url)
res = requests.get(tas_data_url)
observed_checksum = md5(res.text.encode('utf-8')).hexdigest()
logger.info('Verifying md5 checksum of data')
if tas_resource_md5 != observed_checksum:
raise RuntimeError('Checksum for downloaded TAS data does not'
' match expected value')
res.raise_for_status()
logger.info('Finished downloading TAS data from %s' % tas_data_url)
data_iter = list(csv.reader(res.text.splitlines(), delimiter=','))
<|code_end|>
, determine the next line of code. You have imports:
import csv
import logging
import requests
from hashlib import md5
from .processor import TasProcessor
from indra.util import read_unicode_csv
and context (class names, function names, or code) available:
# Path: indra/sources/tas/processor.py
# class TasProcessor(object):
# """A processor for the Target Affinity Spectrum data table."""
# def __init__(self, data, affinity_class_limit=2, named_only=False,
# standardized_only=False):
# self._data = data
# self.affinity_class_limit = affinity_class_limit
# self.named_only = named_only
# self.standardized_only = standardized_only
#
# self.statements = []
# for row in data:
# # Skip rows that are above the affinity class limit
# if int(row['tas']) > affinity_class_limit:
# continue
# self._process_row(row)
# return
#
# def _process_row(self, row):
# drugs = self._extract_drugs(row['compound_ids'], row['lspci_id'])
# prot = self._extract_protein(row['entrez_gene_symbol'],
# row['entrez_gene_id'])
# evidences = self._make_evidences(row['tas'], row['references'])
# # NOTE: there are several entries in this data set that refer to
# # non-human Entrez genes, e.g.
# # https://www.ncbi.nlm.nih.gov/gene/3283880
# # We skip these for now because resources for Entrez-based
# # mappings for non-human genes are not integrated, and would cause
# # pre-assembly issues.
# if 'HGNC' not in prot.db_refs:
# return
# for drug in drugs:
# self.statements.append(Inhibition(drug, prot, evidence=evidences))
#
# def _extract_drugs(self, compound_ids, lspci_id):
# drugs = []
# for id_ in compound_ids.split('|'):
# db_refs = {'LSPCI': lspci_id}
# if id_.startswith('CHEMBL'):
# db_refs['CHEMBL'] = id_
# elif id_.startswith('HMSL'):
# db_refs['HMS-LINCS'] = id_.split('HMSL')[1]
# else:
# logger.warning('Unhandled ID type: %s' % id_)
# # Name standardization finds correct names but because
# # ChEMBL is incomplete as a local resource, we don't
# # universally standardize its names, instead, we look
# # it up explicitly when necessary.
# name, db_refs = standardize_name_db_refs(db_refs)
# if name is None:
# # This is one way to detect that the drug could not be
# # standardized beyond just its name so in the
# # standardized_only condition, we skip this drug
# if self.standardized_only:
# continue
# elif 'HMS-LINCS' in db_refs:
# name = \
# lincs_client_obj.get_small_molecule_name(
# db_refs['HMS-LINCS'])
# elif 'CHEMBL' in db_refs:
# name = chembl_client.get_chembl_name(db_refs['CHEMBL'])
# # If name is still None, we just use the ID as the name
# if name is None:
# # With the named_only restriction, we skip drugs without
# # a proper name.
# if self.named_only:
# continue
# name = id_
# assert_valid_db_refs(db_refs)
# drugs.append(Agent(name, db_refs=db_refs))
# drugs = list({agent.matches_key():
# agent for agent in drugs}.values())
# return drugs
#
# def _extract_protein(self, name, gene_id):
# db_refs = {'EGID': gene_id}
# hgnc_id = hgnc_client.get_hgnc_from_entrez(gene_id)
# if hgnc_id is not None:
# db_refs['HGNC'] = hgnc_id
# return get_standard_agent(name, db_refs=db_refs)
#
# def _make_evidences(self, class_min, references):
# evidences = []
# for reference in references.split('|'):
# pmid, source_id, text_refs = None, None, None
# annotations = {'class_min': CLASS_MAP[class_min]}
# ref, id_ = reference.split(':')
# if ref == 'pubmed':
# pmid = id_
# text_refs = {'PMID': pmid}
# elif ref == 'doi':
# text_refs = {'DOI': id_}
# else:
# source_id = reference
# ev = Evidence(source_api='tas', source_id=source_id, pmid=pmid,
# annotations=annotations, epistemics={'direct': True},
# text_refs=text_refs)
# evidences.append(ev)
# return evidences
. Output only the next line. | return TasProcessor(_load_data(data_iter), |
Here is a snippet: <|code_start|>
else:
evs = [Evidence(source_api='acsn', pmid=pmid)
for pmid in pmids.split(';')]
if stmt_type == Complex:
stmt = stmt_type([agent_a, agent_b], evidence=evs)
else:
stmt = stmt_type(agent_a, agent_b, evidence=evs)
self.statements.append(stmt)
def get_agent(self, acsn_agent: str) -> Union[Agent, None]:
"""Return an INDRA Agent corresponding to an ACSN agent.
Parameters
----------
acsn_agent :
Agent extracted from the relations statement data frame
Returns
-------
:
Returns INDRA agent with HGNC or FamPlex ID in db_refs. If there
are no groundings available, we return None.
"""
mapping = self.correspondence_dict.get(acsn_agent)
if not mapping:
return None
if len(mapping) == 1:
<|code_end|>
. Write the next line using the current file imports:
from typing import Union
from indra.statements import *
from indra.ontology.bio import bio_ontology
from indra.databases.hgnc_client import get_hgnc_id
from indra.ontology.standardize import get_standard_agent
and context from other files:
# Path: indra/databases/hgnc_client.py
# def get_hgnc_id(hgnc_name):
# """Return the HGNC ID corresponding to the given HGNC symbol.
#
# Parameters
# ----------
# hgnc_name : str
# The HGNC symbol to be converted. Example: BRAF
#
# Returns
# -------
# hgnc_id : str
# The HGNC ID corresponding to the given HGNC symbol.
# """
# return hgnc_ids.get(hgnc_name)
#
# Path: indra/ontology/standardize.py
# def get_standard_agent(name, db_refs, ontology=None, ns_order=None, **kwargs):
# """Get a standard agent based on the name, db_refs, and a any other kwargs.
#
# name : str
# The name of the agent that may not be standardized.
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
# kwargs :
# Keyword arguments to pass to :func:`Agent.__init__`.
#
# Returns
# -------
# Agent
# A standard agent
# """
# standard_name, db_refs = standardize_name_db_refs(db_refs,
# ontology=ontology,
# ns_order=ns_order)
# if standard_name:
# name = standard_name
# assert_valid_db_refs(db_refs)
# return Agent(name, db_refs=db_refs, **kwargs)
, which may include functions, classes, or code. Output only the next line. | hgnc_id = get_hgnc_id(mapping[0]) |
Given the code snippet: <|code_start|> for pmid in pmids.split(';')]
if stmt_type == Complex:
stmt = stmt_type([agent_a, agent_b], evidence=evs)
else:
stmt = stmt_type(agent_a, agent_b, evidence=evs)
self.statements.append(stmt)
def get_agent(self, acsn_agent: str) -> Union[Agent, None]:
"""Return an INDRA Agent corresponding to an ACSN agent.
Parameters
----------
acsn_agent :
Agent extracted from the relations statement data frame
Returns
-------
:
Returns INDRA agent with HGNC or FamPlex ID in db_refs. If there
are no groundings available, we return None.
"""
mapping = self.correspondence_dict.get(acsn_agent)
if not mapping:
return None
if len(mapping) == 1:
hgnc_id = get_hgnc_id(mapping[0])
if hgnc_id:
db_refs = {'HGNC': hgnc_id}
<|code_end|>
, generate the next line using the imports in this file:
from typing import Union
from indra.statements import *
from indra.ontology.bio import bio_ontology
from indra.databases.hgnc_client import get_hgnc_id
from indra.ontology.standardize import get_standard_agent
and context (functions, classes, or occasionally code) from other files:
# Path: indra/databases/hgnc_client.py
# def get_hgnc_id(hgnc_name):
# """Return the HGNC ID corresponding to the given HGNC symbol.
#
# Parameters
# ----------
# hgnc_name : str
# The HGNC symbol to be converted. Example: BRAF
#
# Returns
# -------
# hgnc_id : str
# The HGNC ID corresponding to the given HGNC symbol.
# """
# return hgnc_ids.get(hgnc_name)
#
# Path: indra/ontology/standardize.py
# def get_standard_agent(name, db_refs, ontology=None, ns_order=None, **kwargs):
# """Get a standard agent based on the name, db_refs, and a any other kwargs.
#
# name : str
# The name of the agent that may not be standardized.
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
# kwargs :
# Keyword arguments to pass to :func:`Agent.__init__`.
#
# Returns
# -------
# Agent
# A standard agent
# """
# standard_name, db_refs = standardize_name_db_refs(db_refs,
# ontology=ontology,
# ns_order=ns_order)
# if standard_name:
# name = standard_name
# assert_valid_db_refs(db_refs)
# return Agent(name, db_refs=db_refs, **kwargs)
. Output only the next line. | return get_standard_agent(mapping[0], db_refs=db_refs) |
Predict the next line after this snippet: <|code_start|> main_agent.bound_conditions.append(BoundCondition(ag))
return main_agent
# Now we have either individual agents or complexes with complex level
# grounding (e.g. from GO, MESH, UNIPROT)
else:
return get_agent_from_refs(filtered_refs)
def get_family(agents):
"""Get a FamPlex family if all of its members are given."""
family_sets = []
ag_groundings = []
for ag in agents:
gr = ag.get_grounding()
ag_groundings.append(gr)
parents = bio_ontology.get_parents(*gr)
families = {p for p in parents if p[0] == 'FPLX'}
family_sets.append(families)
common_families = family_sets[0].intersection(*family_sets)
if not common_families:
return
for fam in common_families:
children = bio_ontology.get_children(*fam)
# Check if all family members are present
if set(children) == set(ag_groundings):
return fam[1]
def get_agent_from_refs(db_refs):
"""Get an agent given its db_refs."""
<|code_end|>
using the current file's imports:
import logging
from indra.ontology.standardize import get_standard_name
from indra.ontology.bio import bio_ontology
from indra.statements import *
from .minerva_client import get_ids_to_refs, default_map_name
from .id_mapping import indra_db_refs_from_minerva_refs
and any relevant context from other files:
# Path: indra/ontology/standardize.py
# def get_standard_name(db_refs, ontology=None, ns_order=None):
# """Return a standardized name for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# str or None
# The standard name based on the db refs, None if not available.
# """
# if ontology is None:
# from indra.ontology.bio import bio_ontology
# ontology = bio_ontology
#
# # We next look for prioritized grounding, if missing, we return
# db_ns, db_id = get_grounding(db_refs, ns_order=ns_order)
#
# # If there's no grounding then we can't do more to standardize the
# # name and return
# if not db_ns or not db_id:
# return None
#
# # If there is grounding available, we can try to get the standardized name
# # and in the rare case that we don't get it, we don't set it.
# standard_name = ontology.get_name(db_ns, db_id)
# # Handle special case with UPPRO, if we can't get a feature name
# # we fall back on regular gene/protein naming
# if not standard_name and db_ns == 'UPPRO':
# db_ns, db_id = get_grounding(db_refs, ns_order=['HGNC', 'UP'])
# if not db_ns or not db_id:
# return None
# standard_name = ontology.get_name(db_ns, db_id)
# if not standard_name:
# return None
#
# return standard_name
#
# Path: indra/sources/minerva/id_mapping.py
# def indra_db_refs_from_minerva_refs(refs):
# db_refs = {}
# for db_ns, db_id in refs:
# db_ns = minerva_to_indra_map[db_ns] \
# if db_ns in minerva_to_indra_map else db_ns
# db_ns, db_id = fix_id_standards(db_ns, db_id)
# db_refs[db_ns] = db_id
# # We need some special handling here for issues in the curated maps
# # If we have a specific gene grounding, remove ECCODE grounding since
# # it can incorrectly result in a family interpretation
# if 'HGNC' in db_refs:
# db_refs.pop('ECCODE', None)
# db_refs = standardize_db_refs(db_refs)
# return db_refs
. Output only the next line. | name = get_standard_name(db_refs) |
Given snippet: <|code_start|> annotations={'sif_str': sif_str,
'minerva_model_id': model_id})
stmt.evidence = [evid]
return stmt
def get_agent(element_id, ids_to_refs, complex_members):
"""Get an agent for a MINERVA element.
Parameters
----------
element_id : str
ID of an element used in MINERVA API and raw SIF files.
ids_to_refs : dict
A dictionary mapping element IDs to MINERVA provided references. Note
that this mapping is unique per model (same IDs can be mapped to
different refs in different models).
complex_members : dict
A dictionary mapping element ID of a complex element to element IDs of
its members.
Returns
-------
agent : indra.statements.agent.Agent
INDRA agent created from given refs.
"""
# Get references from MINERVA and filter to accepted namespaces
exclude_ns = {'WIKIPATHWAYS', 'PUBMED', 'HGNC_SYMBOL', 'INTACT', 'PDB',
'DOI'}
refs = ids_to_refs.get(element_id)
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import logging
from indra.ontology.standardize import get_standard_name
from indra.ontology.bio import bio_ontology
from indra.statements import *
from .minerva_client import get_ids_to_refs, default_map_name
from .id_mapping import indra_db_refs_from_minerva_refs
and context:
# Path: indra/ontology/standardize.py
# def get_standard_name(db_refs, ontology=None, ns_order=None):
# """Return a standardized name for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# str or None
# The standard name based on the db refs, None if not available.
# """
# if ontology is None:
# from indra.ontology.bio import bio_ontology
# ontology = bio_ontology
#
# # We next look for prioritized grounding, if missing, we return
# db_ns, db_id = get_grounding(db_refs, ns_order=ns_order)
#
# # If there's no grounding then we can't do more to standardize the
# # name and return
# if not db_ns or not db_id:
# return None
#
# # If there is grounding available, we can try to get the standardized name
# # and in the rare case that we don't get it, we don't set it.
# standard_name = ontology.get_name(db_ns, db_id)
# # Handle special case with UPPRO, if we can't get a feature name
# # we fall back on regular gene/protein naming
# if not standard_name and db_ns == 'UPPRO':
# db_ns, db_id = get_grounding(db_refs, ns_order=['HGNC', 'UP'])
# if not db_ns or not db_id:
# return None
# standard_name = ontology.get_name(db_ns, db_id)
# if not standard_name:
# return None
#
# return standard_name
#
# Path: indra/sources/minerva/id_mapping.py
# def indra_db_refs_from_minerva_refs(refs):
# db_refs = {}
# for db_ns, db_id in refs:
# db_ns = minerva_to_indra_map[db_ns] \
# if db_ns in minerva_to_indra_map else db_ns
# db_ns, db_id = fix_id_standards(db_ns, db_id)
# db_refs[db_ns] = db_id
# # We need some special handling here for issues in the curated maps
# # If we have a specific gene grounding, remove ECCODE grounding since
# # it can incorrectly result in a family interpretation
# if 'HGNC' in db_refs:
# db_refs.pop('ECCODE', None)
# db_refs = standardize_db_refs(db_refs)
# return db_refs
which might include code, classes, or functions. Output only the next line. | db_refs = indra_db_refs_from_minerva_refs(refs) |
Next line prediction: <|code_start|> def _process_row(self, row):
drugs = self._extract_drugs(row['compound_ids'], row['lspci_id'])
prot = self._extract_protein(row['entrez_gene_symbol'],
row['entrez_gene_id'])
evidences = self._make_evidences(row['tas'], row['references'])
# NOTE: there are several entries in this data set that refer to
# non-human Entrez genes, e.g.
# https://www.ncbi.nlm.nih.gov/gene/3283880
# We skip these for now because resources for Entrez-based
# mappings for non-human genes are not integrated, and would cause
# pre-assembly issues.
if 'HGNC' not in prot.db_refs:
return
for drug in drugs:
self.statements.append(Inhibition(drug, prot, evidence=evidences))
def _extract_drugs(self, compound_ids, lspci_id):
drugs = []
for id_ in compound_ids.split('|'):
db_refs = {'LSPCI': lspci_id}
if id_.startswith('CHEMBL'):
db_refs['CHEMBL'] = id_
elif id_.startswith('HMSL'):
db_refs['HMS-LINCS'] = id_.split('HMSL')[1]
else:
logger.warning('Unhandled ID type: %s' % id_)
# Name standardization finds correct names but because
# ChEMBL is incomplete as a local resource, we don't
# universally standardize its names, instead, we look
# it up explicitly when necessary.
<|code_end|>
. Use current file imports:
(import logging
from indra.statements import Inhibition, Agent, Evidence
from indra.statements.validate import assert_valid_db_refs
from indra.ontology.standardize import standardize_name_db_refs, \
get_standard_agent
from indra.databases import hgnc_client, chembl_client, lincs_client)
and context including class names, function names, or small code snippets from other files:
# Path: indra/ontology/standardize.py
# def standardize_name_db_refs(db_refs, ontology=None, ns_order=None):
# """Return a standardized name and db refs dict for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# str or None
# The standard name based on the db refs, None if not available.
# dict
# The db_refs dict with standardized entries.
# """
# db_refs = standardize_db_refs(db_refs, ontology=ontology,
# ns_order=ns_order)
# name = get_standard_name(db_refs, ontology=ontology, ns_order=ns_order)
# return name, db_refs
#
# def get_standard_agent(name, db_refs, ontology=None, ns_order=None, **kwargs):
# """Get a standard agent based on the name, db_refs, and a any other kwargs.
#
# name : str
# The name of the agent that may not be standardized.
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
# kwargs :
# Keyword arguments to pass to :func:`Agent.__init__`.
#
# Returns
# -------
# Agent
# A standard agent
# """
# standard_name, db_refs = standardize_name_db_refs(db_refs,
# ontology=ontology,
# ns_order=ns_order)
# if standard_name:
# name = standard_name
# assert_valid_db_refs(db_refs)
# return Agent(name, db_refs=db_refs, **kwargs)
#
# Path: indra/databases/hgnc_client.py
# def get_uniprot_id(hgnc_id):
# def get_entrez_id(hgnc_id):
# def get_hgnc_from_entrez(entrez_id):
# def get_ensembl_id(hgnc_id):
# def get_hgnc_from_ensembl(ensembl_id):
# def get_hgnc_name(hgnc_id):
# def get_hgnc_id(hgnc_name):
# def get_current_hgnc_id(hgnc_name):
# def get_hgnc_from_mouse(mgi_id):
# def get_hgnc_from_rat(rgd_id):
# def get_rat_id(hgnc_id):
# def get_mouse_id(hgnc_id):
# def get_hgnc_entry(hgnc_id):
# def get_gene_type(hgnc_id: str) -> Union[str, None]:
# def is_kinase(gene_name):
# def is_transcription_factor(gene_name):
# def is_phosphatase(gene_name):
# def get_enzymes(hgnc_id: str) -> Set[str]:
# def get_hgncs_from_enzyme(ec_code: str) -> Set[str]:
# def _read_hgnc_maps():
# def _read_kinases():
# def _read_phosphatases():
# def _read_tfs():
. Output only the next line. | name, db_refs = standardize_name_db_refs(db_refs) |
Predict the next line for this snippet: <|code_start|> if name is None:
# This is one way to detect that the drug could not be
# standardized beyond just its name so in the
# standardized_only condition, we skip this drug
if self.standardized_only:
continue
elif 'HMS-LINCS' in db_refs:
name = \
lincs_client_obj.get_small_molecule_name(
db_refs['HMS-LINCS'])
elif 'CHEMBL' in db_refs:
name = chembl_client.get_chembl_name(db_refs['CHEMBL'])
# If name is still None, we just use the ID as the name
if name is None:
# With the named_only restriction, we skip drugs without
# a proper name.
if self.named_only:
continue
name = id_
assert_valid_db_refs(db_refs)
drugs.append(Agent(name, db_refs=db_refs))
drugs = list({agent.matches_key():
agent for agent in drugs}.values())
return drugs
def _extract_protein(self, name, gene_id):
db_refs = {'EGID': gene_id}
hgnc_id = hgnc_client.get_hgnc_from_entrez(gene_id)
if hgnc_id is not None:
db_refs['HGNC'] = hgnc_id
<|code_end|>
with the help of current file imports:
import logging
from indra.statements import Inhibition, Agent, Evidence
from indra.statements.validate import assert_valid_db_refs
from indra.ontology.standardize import standardize_name_db_refs, \
get_standard_agent
from indra.databases import hgnc_client, chembl_client, lincs_client
and context from other files:
# Path: indra/ontology/standardize.py
# def standardize_name_db_refs(db_refs, ontology=None, ns_order=None):
# """Return a standardized name and db refs dict for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# str or None
# The standard name based on the db refs, None if not available.
# dict
# The db_refs dict with standardized entries.
# """
# db_refs = standardize_db_refs(db_refs, ontology=ontology,
# ns_order=ns_order)
# name = get_standard_name(db_refs, ontology=ontology, ns_order=ns_order)
# return name, db_refs
#
# def get_standard_agent(name, db_refs, ontology=None, ns_order=None, **kwargs):
# """Get a standard agent based on the name, db_refs, and a any other kwargs.
#
# name : str
# The name of the agent that may not be standardized.
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
# kwargs :
# Keyword arguments to pass to :func:`Agent.__init__`.
#
# Returns
# -------
# Agent
# A standard agent
# """
# standard_name, db_refs = standardize_name_db_refs(db_refs,
# ontology=ontology,
# ns_order=ns_order)
# if standard_name:
# name = standard_name
# assert_valid_db_refs(db_refs)
# return Agent(name, db_refs=db_refs, **kwargs)
#
# Path: indra/databases/hgnc_client.py
# def get_uniprot_id(hgnc_id):
# def get_entrez_id(hgnc_id):
# def get_hgnc_from_entrez(entrez_id):
# def get_ensembl_id(hgnc_id):
# def get_hgnc_from_ensembl(ensembl_id):
# def get_hgnc_name(hgnc_id):
# def get_hgnc_id(hgnc_name):
# def get_current_hgnc_id(hgnc_name):
# def get_hgnc_from_mouse(mgi_id):
# def get_hgnc_from_rat(rgd_id):
# def get_rat_id(hgnc_id):
# def get_mouse_id(hgnc_id):
# def get_hgnc_entry(hgnc_id):
# def get_gene_type(hgnc_id: str) -> Union[str, None]:
# def is_kinase(gene_name):
# def is_transcription_factor(gene_name):
# def is_phosphatase(gene_name):
# def get_enzymes(hgnc_id: str) -> Set[str]:
# def get_hgncs_from_enzyme(ec_code: str) -> Set[str]:
# def _read_hgnc_maps():
# def _read_kinases():
# def _read_phosphatases():
# def _read_tfs():
, which may contain function names, class names, or code. Output only the next line. | return get_standard_agent(name, db_refs=db_refs) |
Continue the code snippet: <|code_start|> # universally standardize its names, instead, we look
# it up explicitly when necessary.
name, db_refs = standardize_name_db_refs(db_refs)
if name is None:
# This is one way to detect that the drug could not be
# standardized beyond just its name so in the
# standardized_only condition, we skip this drug
if self.standardized_only:
continue
elif 'HMS-LINCS' in db_refs:
name = \
lincs_client_obj.get_small_molecule_name(
db_refs['HMS-LINCS'])
elif 'CHEMBL' in db_refs:
name = chembl_client.get_chembl_name(db_refs['CHEMBL'])
# If name is still None, we just use the ID as the name
if name is None:
# With the named_only restriction, we skip drugs without
# a proper name.
if self.named_only:
continue
name = id_
assert_valid_db_refs(db_refs)
drugs.append(Agent(name, db_refs=db_refs))
drugs = list({agent.matches_key():
agent for agent in drugs}.values())
return drugs
def _extract_protein(self, name, gene_id):
db_refs = {'EGID': gene_id}
<|code_end|>
. Use current file imports:
import logging
from indra.statements import Inhibition, Agent, Evidence
from indra.statements.validate import assert_valid_db_refs
from indra.ontology.standardize import standardize_name_db_refs, \
get_standard_agent
from indra.databases import hgnc_client, chembl_client, lincs_client
and context (classes, functions, or code) from other files:
# Path: indra/ontology/standardize.py
# def standardize_name_db_refs(db_refs, ontology=None, ns_order=None):
# """Return a standardized name and db refs dict for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# str or None
# The standard name based on the db refs, None if not available.
# dict
# The db_refs dict with standardized entries.
# """
# db_refs = standardize_db_refs(db_refs, ontology=ontology,
# ns_order=ns_order)
# name = get_standard_name(db_refs, ontology=ontology, ns_order=ns_order)
# return name, db_refs
#
# def get_standard_agent(name, db_refs, ontology=None, ns_order=None, **kwargs):
# """Get a standard agent based on the name, db_refs, and a any other kwargs.
#
# name : str
# The name of the agent that may not be standardized.
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
# kwargs :
# Keyword arguments to pass to :func:`Agent.__init__`.
#
# Returns
# -------
# Agent
# A standard agent
# """
# standard_name, db_refs = standardize_name_db_refs(db_refs,
# ontology=ontology,
# ns_order=ns_order)
# if standard_name:
# name = standard_name
# assert_valid_db_refs(db_refs)
# return Agent(name, db_refs=db_refs, **kwargs)
#
# Path: indra/databases/hgnc_client.py
# def get_uniprot_id(hgnc_id):
# def get_entrez_id(hgnc_id):
# def get_hgnc_from_entrez(entrez_id):
# def get_ensembl_id(hgnc_id):
# def get_hgnc_from_ensembl(ensembl_id):
# def get_hgnc_name(hgnc_id):
# def get_hgnc_id(hgnc_name):
# def get_current_hgnc_id(hgnc_name):
# def get_hgnc_from_mouse(mgi_id):
# def get_hgnc_from_rat(rgd_id):
# def get_rat_id(hgnc_id):
# def get_mouse_id(hgnc_id):
# def get_hgnc_entry(hgnc_id):
# def get_gene_type(hgnc_id: str) -> Union[str, None]:
# def is_kinase(gene_name):
# def is_transcription_factor(gene_name):
# def is_phosphatase(gene_name):
# def get_enzymes(hgnc_id: str) -> Set[str]:
# def get_hgncs_from_enzyme(ec_code: str) -> Set[str]:
# def _read_hgnc_maps():
# def _read_kinases():
# def _read_phosphatases():
# def _read_tfs():
. Output only the next line. | hgnc_id = hgnc_client.get_hgnc_from_entrez(gene_id) |
Using the snippet: <|code_start|>
relations_df = pandas.read_csv(api.ACSN_RELATIONS_URL, sep='\t')
gmt_file = requests.get(api.ACSN_CORRESPONDENCE_URL).text.split('\n')
correspondence_dict = api._transform_gmt(gmt_file)
<|code_end|>
, determine the next line of code. You have imports:
import pandas
import requests
from indra.sources.acsn import api
from indra.ontology.standardize import get_standard_agent
from indra.sources.acsn.processor import get_stmt_type, AcsnProcessor
and context (class names, function names, or code) available:
# Path: indra/sources/acsn/api.py
# ACSN_URL = 'https://acsn.curie.fr/ACSN2/downloads/'
# ACSN_RELATIONS_URL = ACSN_URL + \
# 'ACSN2_binary_relations_between_proteins_with_PMID.txt'
# ACSN_CORRESPONDENCE_URL = ACSN_URL + 'ACSN2_HUGO_Correspondence.gmt'
# def process_from_web() -> AcsnProcessor:
# def process_files(relations_path: str, correspondence_path: str) -> \
# def process_df(relations_df: pandas.DataFrame, correspondence_dict: Mapping) \
# def _transform_gmt(gmt):
#
# Path: indra/ontology/standardize.py
# def get_standard_agent(name, db_refs, ontology=None, ns_order=None, **kwargs):
# """Get a standard agent based on the name, db_refs, and a any other kwargs.
#
# name : str
# The name of the agent that may not be standardized.
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
# kwargs :
# Keyword arguments to pass to :func:`Agent.__init__`.
#
# Returns
# -------
# Agent
# A standard agent
# """
# standard_name, db_refs = standardize_name_db_refs(db_refs,
# ontology=ontology,
# ns_order=ns_order)
# if standard_name:
# name = standard_name
# assert_valid_db_refs(db_refs)
# return Agent(name, db_refs=db_refs, **kwargs)
#
# Path: indra/sources/acsn/processor.py
# def get_stmt_type(stmt_type: str) -> Union[None, Statement]:
# """Return INDRA statement type from ACSN relation.
#
# Parameters
# ----------
# stmt_type :
# An ACSN relationship type
#
# Returns
# -------
# :
# INDRA equivalent of the ACSN relation type or None if a mappings
# is not available.
# """
# if stmt_type in rel_mapping:
# mapped_stmt_type = rel_mapping[stmt_type]
# return mapped_stmt_type
#
# class AcsnProcessor:
# """Processes Atlas of cancer signalling network (ACSN) relationships
# into INDRA statements
#
# Attributes
# ----------
# relations_df : pandas.DataFrame
# A tab-separated data frame which consists of binary relationship between
# proteins with PMIDs.
# correspondence_dict : dict
# A dictionary with correspondences between ACSN entities and their
# HGNC symbols.
# """
# def __init__(self, relations_df, correspondence_dict):
# """Constructor for AcsnProcessor class"""
# self.relations_df = relations_df
# self.correspondence_dict = correspondence_dict
# self.fplx_lookup = _make_famplex_lookup()
# self.statements = []
#
# def extract_statements(self):
# """Return INDRA Statements Extracted from ACSN relations."""
# for _, row in self.relations_df.iterrows():
# acsn_agent_a, stmt_types, acsn_agent_b, pmids = list(row)
# stmt_type = get_stmt_type(stmt_types)
# if stmt_type:
# agent_a = self.get_agent(acsn_agent_a)
# agent_b = self.get_agent(acsn_agent_b)
# if agent_a and agent_b:
# if str(pmids) == 'nan':
# evs = [Evidence(source_api='acsn')]
#
# else:
# evs = [Evidence(source_api='acsn', pmid=pmid)
# for pmid in pmids.split(';')]
#
# if stmt_type == Complex:
# stmt = stmt_type([agent_a, agent_b], evidence=evs)
# else:
# stmt = stmt_type(agent_a, agent_b, evidence=evs)
#
# self.statements.append(stmt)
#
# def get_agent(self, acsn_agent: str) -> Union[Agent, None]:
# """Return an INDRA Agent corresponding to an ACSN agent.
#
# Parameters
# ----------
# acsn_agent :
# Agent extracted from the relations statement data frame
#
# Returns
# -------
# :
# Returns INDRA agent with HGNC or FamPlex ID in db_refs. If there
# are no groundings available, we return None.
# """
# mapping = self.correspondence_dict.get(acsn_agent)
# if not mapping:
# return None
# if len(mapping) == 1:
# hgnc_id = get_hgnc_id(mapping[0])
# if hgnc_id:
# db_refs = {'HGNC': hgnc_id}
# return get_standard_agent(mapping[0], db_refs=db_refs)
# else:
# fplx_rel = self.fplx_lookup.get(tuple(sorted(
# self.correspondence_dict[acsn_agent])))
# if fplx_rel:
# db_refs = {'FPLX': fplx_rel}
# return get_standard_agent(fplx_rel, db_refs=db_refs)
# return None
. Output only the next line. | ap = AcsnProcessor(relations_df, correspondence_dict) |
Continue the code snippet: <|code_start|>
# Import ATM models
# Import ATR models
def sample_params(mu, sigma):
r = numpy.random.randn(len(mu))
p = numpy.power(10, mu + r*sigma)
return p
def parameter_sweep(model, sigma, ns):
generate_equations(model)
logp = [numpy.log10(p.value) for p in model.parameters]
ts = numpy.linspace(0, 20*3600, 20*60)
solver = Solver(model, ts)
<|code_end|>
. Use current file imports:
import numpy
import matplotlib.pyplot as plt
from indra.util import plot_formatting as pf
from ATM_v1 import model as ATM_v1
from ATM_v2 import model as ATM_v2
from ATM_v3 import model as ATM_v3
from ATM_v4a import model as ATM_v4a
from ATM_v4b import model as ATM_v4b
from ATR_v1 import model as ATR_v1
from ATR_v2 import model as ATR_v2
from ATR_v3 import model as ATR_v3
from run_p53_model import run_model
from pysb.bng import generate_equations
from pysb.simulator import ScipyOdeSimulator as Solver
and context (classes, functions, or code) from other files:
# Path: indra/util/plot_formatting.py
# def set_fig_params():
# def format_axis(ax, label_padding=2, tick_padding=0, yticks_position='left'):
# GREEN = "#66C2A5"
# ORANGE = "#FC8D62"
# PURPLE = "#8DA0CB"
. Output only the next line. | pf.set_fig_params() |
Next line prediction: <|code_start|>
this_dir = os.path.dirname(__file__)
test_file = os.path.join(this_dir, 'biogrid_tests_data/biogrid_test.txt')
def test_biogrid_tsv():
# Download biogrid file form the web and process it
<|code_end|>
. Use current file imports:
(import os
from indra.statements import Complex
from indra.sources.biogrid import BiogridProcessor)
and context including class names, function names, or small code snippets from other files:
# Path: indra/sources/biogrid.py
# class BiogridProcessor(object):
# """Extracts INDRA Complex statements from Biogrid interaction data.
#
# Parameters
# ----------
# biogrid_file : str
# The file containing the Biogrid data in .tab2 format. If not provided,
# the BioGrid data is downloaded from the BioGrid website.
# physical_only : boolean
# If True, only physical interactions are included (e.g., genetic
# interactions are excluded). If False, all interactions are included).
#
# Attributes
# ----------
# statements : list[indra.statements.Statements]
# Extracted INDRA Complex statements.
# physical_only : boolean
# Indicates whether only physical interactions were included during
# statement processing.
# """
# def __init__(self, biogrid_file=None, physical_only=True):
# self.statements = []
# self.physical_only = physical_only
#
# # If a path to the file is included, process it, skipping the header
# if biogrid_file:
# rows = read_unicode_csv(biogrid_file, '\t', skiprows=1)
# # If no file is provided, download from web
# else:
# logger.info('No data file specified, downloading from BioGrid '
# 'at %s' % biogrid_file_url)
# rows = _download_biogrid_data(biogrid_file_url)
#
# # Process the rows into Statements
# for row in tqdm.tqdm(rows, desc='Processing BioGRID rows'):
# # There are some extra columns that we don't need to take and
# # thereby save space in annotations
# filt_row = [None if item == '-' else item
# for item in row][:len(columns)]
# bg_row = _BiogridRow(*filt_row)
# # Filter out non-physical interactions if desired
# if self.physical_only and bg_row.exp_system_type != 'physical':
# continue
# # Ground agents
# agent_a = self._make_agent(bg_row.symbol_a, bg_row.entrez_a,
# bg_row.swissprot_a, bg_row.trembl_a)
# agent_b = self._make_agent(bg_row.symbol_b, bg_row.entrez_b,
# bg_row.swissprot_b, bg_row.trembl_b)
# # Skip any agents with neither HGNC grounding or string name
# if agent_a is None or agent_b is None:
# continue
# # Get evidence
# pmid_match = re.match(r'PUBMED:(\d+)',
# bg_row.publication)
# doi_match = re.match(r'DOI:(.*)', bg_row.publication)
# text_refs = {}
# if pmid_match:
# text_refs['PMID'] = pmid_match.groups()[0]
# elif doi_match:
# text_refs['DOI'] = doi_match.groups()[0]
# ev = Evidence(source_api='biogrid',
# source_id=bg_row.biogrid_int_id,
# pmid=text_refs.get('PMID'),
# text_refs=text_refs,
# annotations=dict(bg_row._asdict()))
# # Make statement
# s = Complex([agent_a, agent_b], evidence=ev)
# self.statements.append(s)
#
# def _make_agent(self, symbol, entrez_id, swissprot_id, trembl_id):
# """Make an Agent object, appropriately grounded.
#
# Parameters
# ----------
# entrez_id : str
# Entrez id number
# swissprot_id : str
# Swissprot (reviewed UniProt) ID.
# trembl_id : str
# Trembl (unreviewed UniProt) ID.
# symbol : str
# A plain text symbol, or None if not listed.
#
# Returns
# -------
# agent : indra.statements.Agent
# A grounded agent object.
# """
# db_refs = {}
# name = symbol
# if swissprot_id:
# if '|' not in swissprot_id:
# db_refs['UP'] = swissprot_id
# elif trembl_id:
# if '|' not in trembl_id:
# db_refs['UP'] = trembl_id
# if entrez_id:
# db_refs['EGID'] = entrez_id
# standard_name, db_refs = standardize_name_db_refs(db_refs)
# if standard_name:
# name = standard_name
#
# # At the time of writing this, the name was never None but
# # just in case
# if name is None:
# return None
#
# return Agent(name, db_refs=db_refs)
. Output only the next line. | bp = BiogridProcessor(test_file, physical_only=False) |
Continue the code snippet: <|code_start|> interaction['participant_b'] = get_participant(stmt.agent)
card.card['interaction'] = interaction
return card
def get_generic(entity_type='protein'):
participant = {
'entity_text': [''],
'entity_type': entity_type,
'identifier': 'GENERIC'
}
return participant
def get_participant(agent):
# Handle missing Agent as generic protein
if agent is None:
return get_generic('protein')
# The Agent is not missing
text_name = agent.db_refs.get('TEXT')
if text_name is None:
text_name = agent.name
participant = {}
participant['entity_text'] = [text_name]
hgnc_id = agent.db_refs.get('HGNC')
uniprot_id = agent.db_refs.get('UP')
chebi_id = agent.db_refs.get('CHEBI')
pfam_def_ids = agent.db_refs.get('PFAM-DEF')
# If HGNC grounding is available, that is the first choice
if hgnc_id:
<|code_end|>
. Use current file imports:
import json
import logging
from indra.statements import *
from indra.literature import id_lookup
from indra.databases import hgnc_client, uniprot_client, chebi_client, \
go_client
and context (classes, functions, or code) from other files:
# Path: indra/databases/hgnc_client.py
# def get_uniprot_id(hgnc_id):
# def get_entrez_id(hgnc_id):
# def get_hgnc_from_entrez(entrez_id):
# def get_ensembl_id(hgnc_id):
# def get_hgnc_from_ensembl(ensembl_id):
# def get_hgnc_name(hgnc_id):
# def get_hgnc_id(hgnc_name):
# def get_current_hgnc_id(hgnc_name):
# def get_hgnc_from_mouse(mgi_id):
# def get_hgnc_from_rat(rgd_id):
# def get_rat_id(hgnc_id):
# def get_mouse_id(hgnc_id):
# def get_hgnc_entry(hgnc_id):
# def get_gene_type(hgnc_id: str) -> Union[str, None]:
# def is_kinase(gene_name):
# def is_transcription_factor(gene_name):
# def is_phosphatase(gene_name):
# def get_enzymes(hgnc_id: str) -> Set[str]:
# def get_hgncs_from_enzyme(ec_code: str) -> Set[str]:
# def _read_hgnc_maps():
# def _read_kinases():
# def _read_phosphatases():
# def _read_tfs():
#
# Path: indra/databases/chebi_client.py
# def _add_prefix(chid):
# def get_pubchem_id(chebi_id):
# def get_chebi_id_from_pubchem(pubchem_id):
# def get_chembl_id(chebi_id):
# def get_chebi_id_from_chembl(chembl_id):
# def get_chebi_id_from_cas(cas_id):
# def get_chebi_name_from_id(chebi_id, offline=True):
# def get_chebi_id_from_name(chebi_name):
# def get_chebi_entry_from_web(chebi_id):
# def _get_chebi_value_from_entry(entry, key):
# def get_chebi_name_from_id_web(chebi_id):
# def get_inchi_key(chebi_id):
# def get_primary_id(chebi_id):
# def get_specific_id(chebi_ids):
# def isa_cmp(a, b):
# def get_chebi_id_from_hmdb(hmdb_id):
# def _read_chebi_to_pubchem():
# def _read_chebi_to_chembl():
# def _read_cas_to_chebi():
# def _read_hmdb_to_chebi():
# def _read_resource_csv(fname):
. Output only the next line. | uniprot_id = hgnc_client.get_uniprot_id(hgnc_id) |
Given the code snippet: <|code_start|> participant = {
'entity_text': [''],
'entity_type': entity_type,
'identifier': 'GENERIC'
}
return participant
def get_participant(agent):
# Handle missing Agent as generic protein
if agent is None:
return get_generic('protein')
# The Agent is not missing
text_name = agent.db_refs.get('TEXT')
if text_name is None:
text_name = agent.name
participant = {}
participant['entity_text'] = [text_name]
hgnc_id = agent.db_refs.get('HGNC')
uniprot_id = agent.db_refs.get('UP')
chebi_id = agent.db_refs.get('CHEBI')
pfam_def_ids = agent.db_refs.get('PFAM-DEF')
# If HGNC grounding is available, that is the first choice
if hgnc_id:
uniprot_id = hgnc_client.get_uniprot_id(hgnc_id)
if uniprot_id:
uniprot_mnemonic = str(uniprot_client.get_mnemonic(uniprot_id))
participant['identifier'] = 'UNIPROT:%s' % uniprot_mnemonic
participant['entity_type'] = 'protein'
elif chebi_id:
<|code_end|>
, generate the next line using the imports in this file:
import json
import logging
from indra.statements import *
from indra.literature import id_lookup
from indra.databases import hgnc_client, uniprot_client, chebi_client, \
go_client
and context (functions, classes, or occasionally code) from other files:
# Path: indra/databases/hgnc_client.py
# def get_uniprot_id(hgnc_id):
# def get_entrez_id(hgnc_id):
# def get_hgnc_from_entrez(entrez_id):
# def get_ensembl_id(hgnc_id):
# def get_hgnc_from_ensembl(ensembl_id):
# def get_hgnc_name(hgnc_id):
# def get_hgnc_id(hgnc_name):
# def get_current_hgnc_id(hgnc_name):
# def get_hgnc_from_mouse(mgi_id):
# def get_hgnc_from_rat(rgd_id):
# def get_rat_id(hgnc_id):
# def get_mouse_id(hgnc_id):
# def get_hgnc_entry(hgnc_id):
# def get_gene_type(hgnc_id: str) -> Union[str, None]:
# def is_kinase(gene_name):
# def is_transcription_factor(gene_name):
# def is_phosphatase(gene_name):
# def get_enzymes(hgnc_id: str) -> Set[str]:
# def get_hgncs_from_enzyme(ec_code: str) -> Set[str]:
# def _read_hgnc_maps():
# def _read_kinases():
# def _read_phosphatases():
# def _read_tfs():
#
# Path: indra/databases/chebi_client.py
# def _add_prefix(chid):
# def get_pubchem_id(chebi_id):
# def get_chebi_id_from_pubchem(pubchem_id):
# def get_chembl_id(chebi_id):
# def get_chebi_id_from_chembl(chembl_id):
# def get_chebi_id_from_cas(cas_id):
# def get_chebi_name_from_id(chebi_id, offline=True):
# def get_chebi_id_from_name(chebi_name):
# def get_chebi_entry_from_web(chebi_id):
# def _get_chebi_value_from_entry(entry, key):
# def get_chebi_name_from_id_web(chebi_id):
# def get_inchi_key(chebi_id):
# def get_primary_id(chebi_id):
# def get_specific_id(chebi_ids):
# def isa_cmp(a, b):
# def get_chebi_id_from_hmdb(hmdb_id):
# def _read_chebi_to_pubchem():
# def _read_chebi_to_chembl():
# def _read_cas_to_chebi():
# def _read_hmdb_to_chebi():
# def _read_resource_csv(fname):
. Output only the next line. | pubchem_id = chebi_client.get_pubchem_id(chebi_id) |
Next line prediction: <|code_start|>
minerva_to_indra_map = {
'UNIPROT': 'UP',
'NCBI_PROTEIN': 'NCBIPROTEIN',
'REFSEQ': 'REFSEQ_PROT',
'ENTREZ': 'EGID',
'INTERPRO': 'IP',
'MESH_2012': 'MESH',
'EC': 'ECCODE',
'PUBCHEM_SUBSTANCE': 'PUBCHEM.SUBSTANCE',
'KEGG_COMPOUND': 'KEGG.COMPOUND'
}
def fix_id_standards(db_ns, db_id):
if db_ns == 'CHEBI':
if not db_id.startswith('CHEBI:'):
db_id = f'CHEBI:{db_id}'
<|code_end|>
. Use current file imports:
(from indra.databases import chebi_client
from indra.ontology.standardize import standardize_db_refs)
and context including class names, function names, or small code snippets from other files:
# Path: indra/databases/chebi_client.py
# def _add_prefix(chid):
# def get_pubchem_id(chebi_id):
# def get_chebi_id_from_pubchem(pubchem_id):
# def get_chembl_id(chebi_id):
# def get_chebi_id_from_chembl(chembl_id):
# def get_chebi_id_from_cas(cas_id):
# def get_chebi_name_from_id(chebi_id, offline=True):
# def get_chebi_id_from_name(chebi_name):
# def get_chebi_entry_from_web(chebi_id):
# def _get_chebi_value_from_entry(entry, key):
# def get_chebi_name_from_id_web(chebi_id):
# def get_inchi_key(chebi_id):
# def get_primary_id(chebi_id):
# def get_specific_id(chebi_ids):
# def isa_cmp(a, b):
# def get_chebi_id_from_hmdb(hmdb_id):
# def _read_chebi_to_pubchem():
# def _read_chebi_to_chembl():
# def _read_cas_to_chebi():
# def _read_hmdb_to_chebi():
# def _read_resource_csv(fname):
#
# Path: indra/ontology/standardize.py
# def standardize_db_refs(db_refs, ontology=None, ns_order=None):
# """Return a standardized db refs dict for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# dict
# The db_refs dict with standardized entries.
# """
# if ontology is None:
# from indra.ontology.bio import bio_ontology
# ontology = bio_ontology
#
# # We iterate over all the db_refs entries that currently exist
# for source_db_ns, source_db_id in deepcopy(db_refs).items():
# source_db_id = _preprocess_for_mapping(source_db_ns, source_db_id)
# # If there is a replacement for this entry, we apply it
# replacement = ontology.get_replacement(source_db_ns, source_db_id)
# if replacement:
# source_db_ns, source_db_id = replacement
# db_refs[source_db_ns] = source_db_id
# # For the entry we get all its xref mappings as a list
# # of tuples and turn it into a dict keyed by namespace
# mappings = _get_mappings_dict(
# ontology.get_mappings(source_db_ns, source_db_id))
# # We iterate over these mappings and check if they should
# # be applied
# for mapped_db_ns, mapped_db_ids in mappings.items():
# # If the db_refs doesn't yet contain a mapping for this
# # name space then we always add this mapping. If there
# # is already an entry for this name space then
# # we overwrite it if the source name space is higher
# # priority than the name space being mapped to.
# if mapped_db_ns not in db_refs or \
# prioritize(mapped_db_ns, source_db_ns,
# ns_order=ns_order):
# db_refs[mapped_db_ns] = sorted(mapped_db_ids)[0]
# return db_refs
. Output only the next line. | db_id = chebi_client.get_primary_id(db_id) |
Predict the next line after this snippet: <|code_start|> 'INTERPRO': 'IP',
'MESH_2012': 'MESH',
'EC': 'ECCODE',
'PUBCHEM_SUBSTANCE': 'PUBCHEM.SUBSTANCE',
'KEGG_COMPOUND': 'KEGG.COMPOUND'
}
def fix_id_standards(db_ns, db_id):
if db_ns == 'CHEBI':
if not db_id.startswith('CHEBI:'):
db_id = f'CHEBI:{db_id}'
db_id = chebi_client.get_primary_id(db_id)
elif db_ns == 'HGNC' and db_id.startswith('HGNC:'):
db_id = db_id[5:]
return db_ns, db_id
def indra_db_refs_from_minerva_refs(refs):
db_refs = {}
for db_ns, db_id in refs:
db_ns = minerva_to_indra_map[db_ns] \
if db_ns in minerva_to_indra_map else db_ns
db_ns, db_id = fix_id_standards(db_ns, db_id)
db_refs[db_ns] = db_id
# We need some special handling here for issues in the curated maps
# If we have a specific gene grounding, remove ECCODE grounding since
# it can incorrectly result in a family interpretation
if 'HGNC' in db_refs:
db_refs.pop('ECCODE', None)
<|code_end|>
using the current file's imports:
from indra.databases import chebi_client
from indra.ontology.standardize import standardize_db_refs
and any relevant context from other files:
# Path: indra/databases/chebi_client.py
# def _add_prefix(chid):
# def get_pubchem_id(chebi_id):
# def get_chebi_id_from_pubchem(pubchem_id):
# def get_chembl_id(chebi_id):
# def get_chebi_id_from_chembl(chembl_id):
# def get_chebi_id_from_cas(cas_id):
# def get_chebi_name_from_id(chebi_id, offline=True):
# def get_chebi_id_from_name(chebi_name):
# def get_chebi_entry_from_web(chebi_id):
# def _get_chebi_value_from_entry(entry, key):
# def get_chebi_name_from_id_web(chebi_id):
# def get_inchi_key(chebi_id):
# def get_primary_id(chebi_id):
# def get_specific_id(chebi_ids):
# def isa_cmp(a, b):
# def get_chebi_id_from_hmdb(hmdb_id):
# def _read_chebi_to_pubchem():
# def _read_chebi_to_chembl():
# def _read_cas_to_chebi():
# def _read_hmdb_to_chebi():
# def _read_resource_csv(fname):
#
# Path: indra/ontology/standardize.py
# def standardize_db_refs(db_refs, ontology=None, ns_order=None):
# """Return a standardized db refs dict for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# dict
# The db_refs dict with standardized entries.
# """
# if ontology is None:
# from indra.ontology.bio import bio_ontology
# ontology = bio_ontology
#
# # We iterate over all the db_refs entries that currently exist
# for source_db_ns, source_db_id in deepcopy(db_refs).items():
# source_db_id = _preprocess_for_mapping(source_db_ns, source_db_id)
# # If there is a replacement for this entry, we apply it
# replacement = ontology.get_replacement(source_db_ns, source_db_id)
# if replacement:
# source_db_ns, source_db_id = replacement
# db_refs[source_db_ns] = source_db_id
# # For the entry we get all its xref mappings as a list
# # of tuples and turn it into a dict keyed by namespace
# mappings = _get_mappings_dict(
# ontology.get_mappings(source_db_ns, source_db_id))
# # We iterate over these mappings and check if they should
# # be applied
# for mapped_db_ns, mapped_db_ids in mappings.items():
# # If the db_refs doesn't yet contain a mapping for this
# # name space then we always add this mapping. If there
# # is already an entry for this name space then
# # we overwrite it if the source name space is higher
# # priority than the name space being mapped to.
# if mapped_db_ns not in db_refs or \
# prioritize(mapped_db_ns, source_db_ns,
# ns_order=ns_order):
# db_refs[mapped_db_ns] = sorted(mapped_db_ids)[0]
# return db_refs
. Output only the next line. | db_refs = standardize_db_refs(db_refs) |
Predict the next line for this snippet: <|code_start|> for stmt in rp.statements:
# There is expected to be exactly one evidence in all cases
# but this is still a good way to work with it
for ev in stmt.evidence:
ev.source_api = 'hypothes.is'
ev.text = text
ev.text_refs = text_refs
if 'PMID' in text_refs:
ev.pmid = text_refs['PMID']
ev.annotations['hypothes.is'] = annotation
ev.context = bio_context
return rp.statements
def parse_context_entry(entry, grounder, sentence=None):
"""Return a dict of context type and object processed from an entry."""
match = re.match(r'(.*): (.*)', entry)
if not match:
return None
context_type, context_txt = match.groups()
if context_type not in allowed_contexts:
logger.warning('Unknown context type %s' % context_type)
return None
terms = grounder(context_txt, context=sentence)
if not terms:
logger.warning('Could not ground %s context: %s'
% (context_type, context_txt))
db_refs = {}
if terms:
<|code_end|>
with the help of current file imports:
import re
import logging
from indra.statements import BioContext, RefContext
from indra.ontology.bio import bio_ontology
from indra.ontology.standardize import \
standardize_db_refs
from indra.sources import reach
from indra.sources import bel
from gilda import ground
and context from other files:
# Path: indra/ontology/standardize.py
# def standardize_db_refs(db_refs, ontology=None, ns_order=None):
# """Return a standardized db refs dict for a given db refs dict.
#
# Parameters
# ----------
# db_refs : dict
# A dict of db refs that may not be standardized, i.e., may be
# missing an available UP ID corresponding to an existing HGNC ID.
# ontology : Optional[indra.ontology.IndraOntology]
# An IndraOntology object, if not provided, the default BioOntology
# is used.
# ns_order : Optional[list]
# A list of namespaces which are in order of priority with higher
# priority namespaces appearing earlier in the list.
#
# Returns
# -------
# dict
# The db_refs dict with standardized entries.
# """
# if ontology is None:
# from indra.ontology.bio import bio_ontology
# ontology = bio_ontology
#
# # We iterate over all the db_refs entries that currently exist
# for source_db_ns, source_db_id in deepcopy(db_refs).items():
# source_db_id = _preprocess_for_mapping(source_db_ns, source_db_id)
# # If there is a replacement for this entry, we apply it
# replacement = ontology.get_replacement(source_db_ns, source_db_id)
# if replacement:
# source_db_ns, source_db_id = replacement
# db_refs[source_db_ns] = source_db_id
# # For the entry we get all its xref mappings as a list
# # of tuples and turn it into a dict keyed by namespace
# mappings = _get_mappings_dict(
# ontology.get_mappings(source_db_ns, source_db_id))
# # We iterate over these mappings and check if they should
# # be applied
# for mapped_db_ns, mapped_db_ids in mappings.items():
# # If the db_refs doesn't yet contain a mapping for this
# # name space then we always add this mapping. If there
# # is already an entry for this name space then
# # we overwrite it if the source name space is higher
# # priority than the name space being mapped to.
# if mapped_db_ns not in db_refs or \
# prioritize(mapped_db_ns, source_db_ns,
# ns_order=ns_order):
# db_refs[mapped_db_ns] = sorted(mapped_db_ids)[0]
# return db_refs
, which may contain function names, class names, or code. Output only the next line. | db_refs = standardize_db_refs({terms[0].term.db: |
Next line prediction: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python effectprofile_index.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
index_arguments = {}
index_arguments["limit"] = 50
<|code_end|>
. Use current file imports:
(import sys
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given snippet: <|code_start|>
if(len(sys.argv) < 6):
print ("Error\n")
print ("Usage: $>python stream_push.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN STREAM_TOKEN PUSH_SERVICE_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
stream_token = sys.argv[4]
push_service_token = sys.argv[5]
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import sys
import json
from Ziggeo import Ziggeo
and context:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
which might include code, classes, or functions. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Next line prediction: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python video_list_all.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
. Use current file imports:
(import sys
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Using the snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python video_delete_all_rejected.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
, determine the next line of code. You have imports:
import sys
from Ziggeo import Ziggeo
and context (class names, function names, or code) available:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Continue the code snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python video_approve.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
<|code_end|>
. Use current file imports:
import sys
from Ziggeo import Ziggeo
and context (classes, functions, or code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Next line prediction: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python delete_server_auth_token.py YOUR_API_TOKEN YOUR_PRIVATE_KEY AUTHTOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
auth_token = sys.argv[3]
<|code_end|>
. Use current file imports:
(import sys
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Based on the snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python _videos_index_duration.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
total_duration = 0.0
count_duration = 0.0
<|code_end|>
, predict the immediate next line with the help of imports:
import sys
from Ziggeo import Ziggeo
and context (classes, functions, sometimes code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Predict the next line for this snippet: <|code_start|>
if(len(sys.argv) < 5):
print ("Error\n")
print ("Usage: $>python stream_download_image.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN STREAM_TOKEN PUSH_SERVICE_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
stream_token = sys.argv[4]
<|code_end|>
with the help of current file imports:
import sys
import json
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may contain function names, class names, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Continue the code snippet: <|code_start|>
if (path.split(":")[0] == 'https'): #S3 based upload
request = urllib2.Request(path)
else:
request = urllib2.Request(self.__baseuri + path)
base64string = base64.encodebytes(('%s:%s' % (self.__application.token, self.__application.private_key)).encode()).decode().replace('\n', '')
request.add_header("Authorization", "Basic %s" % base64string)
if (method == "GET"):
try:
result = urllib2.urlopen(request, None, timeout)
return result
except urllib2.HTTPError as e:
return e
else:
if (data == None):
data = {}
if (file == None):
data = urllib.urlencode(data)
binary_data = data.encode("ascii")
try:
result = urllib2.urlopen(request, binary_data, timeout)
return result
except urllib2.HTTPError as e:
return e
else:
form_file = [('file', ntpath.basename(file), open(file, "rb"))]
<|code_end|>
. Use current file imports:
import base64, json, ntpath
import urllib2, urllib
from urllib import request as urllib2
from urllib import parse as urllib
from MultiPartForm import MultiPartForm
and context (classes, functions, or code) from other files:
# Path: MultiPartForm.py
# class MultiPartForm(object):
# def __init__(self):
# self.boundary = uuid.uuid4().hex
# self.content_type = 'multipart/form-data; boundary={}'.format(self.boundary)
#
# @classmethod
# def u(cls, s):
# if sys.hexversion < 0x03000000 and isinstance(s, str):
# s = s.decode('utf-8')
# if sys.hexversion >= 0x03000000 and isinstance(s, bytes):
# s = s.decode('utf-8')
# return s
#
# def iter(self, fields, files):
# """
# fields is a sequence of (name, value) elements for regular form fields.
# files is a sequence of (name, filename, file-type) elements for data to be uploaded as files
# Yield body's chunk as bytes
# """
# encoder = codecs.getencoder('utf-8')
# for (key, value) in fields.items():
# key = self.u(key)
# yield encoder('--{}\r\n'.format(self.boundary))
# yield encoder(self.u('Content-Disposition: form-data; name="{}"\r\n').format(key))
# yield encoder('\r\n')
# if isinstance(value, int) or isinstance(value, float):
# value = str(value)
# yield encoder(self.u(value))
# yield encoder('\r\n')
# for (key, filename, fd) in files:
# key = self.u(key)
# filename = self.u(filename)
# yield encoder('--{}\r\n'.format(self.boundary))
# yield encoder(self.u('Content-Disposition: form-data; name="{}"; filename="{}"\r\n').format(key, filename))
# yield encoder('Content-Type: {}\r\n'.format(mimetypes.guess_type(filename)[0] or 'application/octet-stream'))
# yield encoder('\r\n')
# with fd:
# buff = fd.read()
# yield (buff, len(buff))
# yield encoder('\r\n')
# yield encoder('--{}--\r\n'.format(self.boundary))
#
# def encode(self, fields, files):
# body = io.BytesIO()
# for chunk, chunk_len in self.iter(fields, files):
# body.write(chunk)
# return self.content_type, body.getvalue()
. Output only the next line. | content_type, body = MultiPartForm().encode(data, form_file) |
Continue the code snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python _recording_type.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
webrtc_screen_recordings = 0
webrtc_camera_recordings = 0
file_uploads_or_camera_app = 0
<|code_end|>
. Use current file imports:
import sys
from Ziggeo import Ziggeo
and context (classes, functions, or code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key)
|
Predict the next line for this snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python metaprofiles_create_with_audio_transcription.py YOUR_API_TOKEN YOUR_PRIVATE_KEY METAPROFILE_TITLE\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
metaprofiles_title = sys.argv[3]
<|code_end|>
with the help of current file imports:
import sys
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may contain function names, class names, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Next line prediction: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python video_download.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
<|code_end|>
. Use current file imports:
(import sys
import json
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Next line prediction: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python analytics_get.py YOUR_API_TOKEN YOUR_PRIVATE_KEY QUERY\n")
print ("Example: $>python analytics_get.py 1234567890abcdef 1234567890abcdef device_view_by_os\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
query = sys.argv[3]
<|code_end|>
. Use current file imports:
(import sys
import time
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the code snippet: <|code_start|>
if(len(sys.argv) < 5):
print "Error\n"
print "Usage: $>python add_effect_profile.py YOUR_API_TOKEN YOUR_PRIVATE_KEY \"EFFECT_TITLE\" \"FILE\" \"VERTICAL\" \"HORIZONTAL\" \"SCALE\"\n"
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
effect_title = sys.argv[3]
watermark_file = sys.argv[4]
watermark_vertical = sys.argv[5]
watermark_horizontal = sys.argv[6]
watermark_scale = sys.argv[7]
<|code_end|>
, generate the next line using the imports in this file:
import sys
from Ziggeo import Ziggeo
and context (functions, classes, or occasionally code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the following code snippet before the placeholder: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python authtoken_update.py YOUR_API_TOKEN YOUR_PRIVATE_KEY AUTHTOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
auth_token = sys.argv[3]
arguments={}
arguments["session_limit"] = 1
arguments["grants"] = '{"write": "all"}'
<|code_end|>
, predict the next line using imports from the current file:
import sys
from Ziggeo import Ziggeo
and context including class names, function names, and sometimes code from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given snippet: <|code_start|>#This demo gives you the capability to update expiration days for ALL your videos that currently have no expiration days as well as for the ones that have one.
#Null for mode 1 and as difference of target date and creation date for mode 2.
sys.path.append("..")
if(len(sys.argv) < 3):
print("Error\n")
print("Usage: $>python _video_expiration_days_bulk_update_fix_date.py YOUR_API_TOKEN YOUR_PRIVATE_KEY")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import sys, datetime
from Ziggeo import Ziggeo
and context:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
which might include code, classes, or functions. Output only the next line. | ziggeo = Ziggeo(api_token, private_key)
|
Given the following code snippet before the placeholder: <|code_start|>
if(len(sys.argv) < 5):
print ("Error\n")
print ("Usage: $>python benchmark.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_FILE OPERATION_TIME\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_file = sys.argv[3]
ops_time = int(sys.argv[4])
arguments = {}
arguments['tags'] = "benchmark"
<|code_end|>
, predict the next line using imports from the current file:
import sys, time
import json
from Ziggeo import Ziggeo
and context including class names, function names, and sometimes code from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Continue the code snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python application_update.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
. Use current file imports:
import sys
from Ziggeo import Ziggeo
and context (classes, functions, or code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Predict the next line for this snippet: <|code_start|>
if(len(sys.argv) < 4):
print "Error\n"
print "Usage: $>python video_expiration_days_bulk.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDTOKEN1,VIDTOKEN2 EXPIRATION\n" # Expiration days are integer
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
expiration_days = sys.argv[4]
<|code_end|>
with the help of current file imports:
import sys
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may contain function names, class names, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the following code snippet before the placeholder: <|code_start|>
if(len(sys.argv) < 5):
print ("Error\n")
print ("Usage: $>python video_push.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN PUSH_SERVICE_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
push_service_token = sys.argv[4]
<|code_end|>
, predict the next line using imports from the current file:
import sys
import json
from Ziggeo import Ziggeo
and context including class names, function names, and sometimes code from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the following code snippet before the placeholder: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python add_effect_profile.py YOUR_API_TOKEN YOUR_PRIVATE_KEY \"EFFECT_TITLE\" [EFFECT_TOKEN]\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
effect_title = sys.argv[3]
if(sys.argv==5):
effect_token = sys.argv[4]
else:
effect_token = ""
<|code_end|>
, predict the next line using imports from the current file:
import sys
from Ziggeo import Ziggeo
and context including class names, function names, and sometimes code from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Predict the next line for this snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python upload_video.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_FILE\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_file = sys.argv[3]
<|code_end|>
with the help of current file imports:
import sys
import json
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may contain function names, class names, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python stream_index.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN \n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import sys
import json
from Ziggeo import Ziggeo
and context:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
which might include code, classes, or functions. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Predict the next line for this snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python video_get_bulk.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN1,VIDEO_TOKEN2 \n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
<|code_end|>
with the help of current file imports:
import sys
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may contain function names, class names, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Next line prediction: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python application_stats.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
. Use current file imports:
(import sys
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Here is a snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python video_delete_all.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
. Write the next line using the current file imports:
import sys
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may include functions, classes, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Continue the code snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python authtoken_create_serverside.py YOUR_API_TOKEN YOUR_PRIVATE_KEY \n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
arguments={}
arguments["session_limit"] = 10
arguments["grants"] = '{"read": "all"}'
<|code_end|>
. Use current file imports:
import sys
from Ziggeo import Ziggeo
and context (classes, functions, or code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Continue the code snippet: <|code_start|>
if(len(sys.argv) < 5):
print "Error\n"
print "Usage: $>python add_effect_profile.py YOUR_API_TOKEN YOUR_PRIVATE_KEY \"EFFECT_TITLE\" [EFFECT_TOKEN] \"EFFECT_FILTER\"\n"
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
effect_title = sys.argv[3]
effect_token = sys.argv[4]
effect_filter = sys.argv[5]
if(effect_token==""):
effect_token = sys.argv[4]
else:
effect_token = ""
<|code_end|>
. Use current file imports:
import sys
from Ziggeo import Ziggeo
and context (classes, functions, or code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Based on the snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python metaprofiles_create_with_video_analysis.py YOUR_API_TOKEN YOUR_PRIVATE_KEY METAPROFILE_TITLE\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
metaprofiles_title = sys.argv[3]
<|code_end|>
, predict the immediate next line with the help of imports:
import sys
from Ziggeo import Ziggeo
and context (classes, functions, sometimes code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Here is a snippet: <|code_start|>
if(len(sys.argv) < 5):
print ("Error\n")
print ("Usage: $>python stream_download_video.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN STREAM_TOKEN PUSH_SERVICE_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
stream_token = sys.argv[4]
<|code_end|>
. Write the next line using the current file imports:
import sys
import json
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may include functions, classes, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python metaprofiles_create.py YOUR_API_TOKEN YOUR_PRIVATE_KEY METAPROFILE_TITLE\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
metaprofiles_title = sys.argv[3]
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import sys
from Ziggeo import Ziggeo
and context:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
which might include code, classes, or functions. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Predict the next line for this snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python metaprofiles_create_with_nsfw.py YOUR_API_TOKEN YOUR_PRIVATE_KEY METAPROFILE_TITLE\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
metaprofiles_title = sys.argv[3]
<|code_end|>
with the help of current file imports:
import sys
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may contain function names, class names, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Using the snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python _videos_index_orientation.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
count_landscape = 0.0
count_portrait = 0.0
<|code_end|>
, determine the next line of code. You have imports:
import sys
from Ziggeo import Ziggeo
and context (class names, function names, or code) available:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the code snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python webhooks_delete.py YOUR_API_TOKEN YOUR_PRIVATE_KEY WEBHOOK_URL \n")
print ("Example: $>python webhooks_delete.py 1234567890abcdef 1234567890abcdef http://yoursite.com \n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
target_url = sys.argv[3]
<|code_end|>
, generate the next line using the imports in this file:
import sys
from Ziggeo import Ziggeo
and context (functions, classes, or occasionally code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Next line prediction: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python video_download_all.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
. Use current file imports:
(import sys
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Next line prediction: <|code_start|>
if(len(sys.argv) < 5):
print ("Error\n")
print ("Usage: $>python stream_get.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN STREAM_TOKEN PUSH_SERVICE_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
stream_token = sys.argv[4]
<|code_end|>
. Use current file imports:
(import sys
import json
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the following code snippet before the placeholder: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python authtoken_create_clientside.py YOUR_API_TOKEN YOUR_PRIVATE_KEY ENCRYPTION_KEY \n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
encryption_key = sys.argv[3]
<|code_end|>
, predict the next line using imports from the current file:
import sys
from Ziggeo import Ziggeo
and context including class names, function names, and sometimes code from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key, encryption_key) |
Given snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python video_count.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
, continue by predicting the next line. Consider current file imports:
import sys
from Ziggeo import Ziggeo
and context:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
which might include code, classes, or functions. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Predict the next line for this snippet: <|code_start|>
if(len(sys.argv) < 6):
print ("Error\n")
print ("Usage: $>python webhooks_create.py YOUR_API_TOKEN YOUR_PRIVATE_KEY WEBHOOK_URL ENCODING EVENTS\n")
print ("Example: $>python webhooks_create.py 1234567890abcdef 1234567890abcdef http://yoursite.com jsonheader video_create,video_delete\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
target_url = sys.argv[3]
encoding = sys.argv[4] # jsonheader, json, or form
events = sys.argv[5]
<|code_end|>
with the help of current file imports:
import sys
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may contain function names, class names, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Based on the snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python _videos_index_browser.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
browsers = {}
total_browser = 0.0
<|code_end|>
, predict the immediate next line with the help of imports:
import sys
from Ziggeo import Ziggeo
and context (classes, functions, sometimes code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Using the snippet: <|code_start|>
if(len(sys.argv) < 4):
print "Error\n"
print "Usage: $>python video_expiration_days.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN EXPIRATION\n" # Expiration days are integer
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
expiration_days = sys.argv[4]
<|code_end|>
, determine the next line of code. You have imports:
import sys
from Ziggeo import Ziggeo
and context (class names, function names, or code) available:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the code snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python authtoken_get.py YOUR_API_TOKEN YOUR_PRIVATE_KEY AUTHTOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
auth_token = sys.argv[3]
<|code_end|>
, generate the next line using the imports in this file:
import sys
from Ziggeo import Ziggeo
and context (functions, classes, or occasionally code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Continue the code snippet: <|code_start|>
if(len(sys.argv) < 5):
print ("Error\n")
print ("Usage: $>python application_copy.py SOURCE_API_TOKEN SOURCE_PRIVATE_KEY TARGET_API_TOKEN TARGET_PRIVATE_KEY\n")
sys.exit()
source_api_token = sys.argv[1]
source_private_key = sys.argv[2]
target_api_token = sys.argv[3]
target_private_key = sys.argv[4]
<|code_end|>
. Use current file imports:
import sys, os
from Ziggeo import Ziggeo
from pprint import pprint
and context (classes, functions, or code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo_source = Ziggeo(source_api_token, source_private_key) |
Predict the next line for this snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python video_get_stats.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
<|code_end|>
with the help of current file imports:
import sys
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may contain function names, class names, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Here is a snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python video_delete.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
<|code_end|>
. Write the next line using the current file imports:
import sys
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may include functions, classes, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the code snippet: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python effectprofile_get.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
index_arguments = {}
index_arguments["limit"] = 50
<|code_end|>
, generate the next line using the imports in this file:
import sys
from Ziggeo import Ziggeo
and context (functions, classes, or occasionally code) from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Using the snippet: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python video_get_stats_bulk.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN1,VIDEO_TOKEN2 \n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
<|code_end|>
, determine the next line of code. You have imports:
import sys
from Ziggeo import Ziggeo
and context (class names, function names, or code) available:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Here is a snippet: <|code_start|>
if(len(sys.argv) < 5):
print ("Error\n")
print ("Usage: $>python stream_delete.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN stream_token \n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
stream_token = sys.argv[4]
<|code_end|>
. Write the next line using the current file imports:
import sys
import json
from Ziggeo import Ziggeo
and context from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
, which may include functions, classes, or code. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Next line prediction: <|code_start|>
if(len(sys.argv) < 3):
print ("Error\n")
print ("Usage: $>python video_index.py YOUR_API_TOKEN YOUR_PRIVATE_KEY\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
<|code_end|>
. Use current file imports:
(import sys
from Ziggeo import Ziggeo)
and context including class names, function names, or small code snippets from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Given the following code snippet before the placeholder: <|code_start|>
if(len(sys.argv) < 4):
print ("Error\n")
print ("Usage: $>python video_get.py YOUR_API_TOKEN YOUR_PRIVATE_KEY VIDEO_TOKEN\n")
sys.exit()
api_token = sys.argv[1]
private_key = sys.argv[2]
video_token = sys.argv[3]
<|code_end|>
, predict the next line using imports from the current file:
import sys
from Ziggeo import Ziggeo
and context including class names, function names, and sometimes code from other files:
# Path: Ziggeo.py
# class Ziggeo:
#
# def __init__(self, token, private_key, encryption_key = None):
# self.token = token
# self.private_key = private_key
# self.encryption_key = encryption_key
# self.config = ZiggeoConfig()
# server_api_url = self.config.server_api_url
# for k, v in self.config.regions.items():
# if (self.token.startswith(k)):
# server_api_url = v
# self.connect = ZiggeoConnect(self, server_api_url)
# api_url = self.config.api_url
# for k, v in self.config.api_regions.items():
# if (self.token.startswith(k)):
# api_url = v
# self.api_connect = ZiggeoConnect(self, api_url)
# cdn_url = self.config.cdn_url
# for k, v in self.config.cdn_regions.items():
# if (self.token.startswith(k)):
# cdn_url = v
# self.cdn_connect = ZiggeoConnect(self, cdn_url)
# js_cdn_url = self.config.js_cdn_url
# for k, v in self.config.js_cdn_regions.items():
# if (self.token.startswith(k)):
# js_cdn_url = v
# self.js_cdn_connect = ZiggeoConnect(self, js_cdn_url)
# self.__auth = None
# self.__videos = None
# self.__streams = None
# self.__audios = None
# self.__audioStreams = None
# self.__authtokens = None
# self.__application = None
# self.__effectProfiles = None
# self.__effectProfileProcess = None
# self.__metaProfiles = None
# self.__metaProfileProcess = None
# self.__webhooks = None
# self.__analytics = None
#
# def auth(self):
# if (self.__auth == None):
# self.__auth = ZiggeoAuth(self)
# return self.__auth
# def videos(self):
# if (self.__videos == None):
# self.__videos = ZiggeoVideos(self)
# return self.__videos
# def streams(self):
# if (self.__streams == None):
# self.__streams = ZiggeoStreams(self)
# return self.__streams
# def audios(self):
# if (self.__audios == None):
# self.__audios = ZiggeoAudios(self)
# return self.__audios
# def audioStreams(self):
# if (self.__audioStreams == None):
# self.__audioStreams = ZiggeoAudioStreams(self)
# return self.__audioStreams
# def authtokens(self):
# if (self.__authtokens == None):
# self.__authtokens = ZiggeoAuthtokens(self)
# return self.__authtokens
# def application(self):
# if (self.__application == None):
# self.__application = ZiggeoApplication(self)
# return self.__application
# def effectProfiles(self):
# if (self.__effectProfiles == None):
# self.__effectProfiles = ZiggeoEffectProfiles(self)
# return self.__effectProfiles
# def effectProfileProcess(self):
# if (self.__effectProfileProcess == None):
# self.__effectProfileProcess = ZiggeoEffectProfileProcess(self)
# return self.__effectProfileProcess
# def metaProfiles(self):
# if (self.__metaProfiles == None):
# self.__metaProfiles = ZiggeoMetaProfiles(self)
# return self.__metaProfiles
# def metaProfileProcess(self):
# if (self.__metaProfileProcess == None):
# self.__metaProfileProcess = ZiggeoMetaProfileProcess(self)
# return self.__metaProfileProcess
# def webhooks(self):
# if (self.__webhooks == None):
# self.__webhooks = ZiggeoWebhooks(self)
# return self.__webhooks
# def analytics(self):
# if (self.__analytics == None):
# self.__analytics = ZiggeoAnalytics(self)
# return self.__analytics
. Output only the next line. | ziggeo = Ziggeo(api_token, private_key) |
Predict the next line for this snippet: <|code_start|> def __init__(self, *args, **kwargs):
self.org = kwargs["org"]
del kwargs["org"]
super(StoryForm, self).__init__(*args, **kwargs)
# We show all categories even inactive one in the dropdown
qs = Category.objects.filter(org=self.org).order_by("name")
self.fields["category"].queryset = qs
class Meta:
model = Story
fields = (
"is_active",
"title",
"featured",
"summary",
"content",
"attachment",
"written_by",
"audio_link",
"video_id",
"tags",
"category",
)
class StoryCRUDL(SmartCRUDL):
model = Story
actions = ("create", "update", "list", "images")
<|code_end|>
with the help of current file imports:
from smartmin.views import SmartCreateView, SmartCRUDL, SmartListView, SmartUpdateView
from django import forms
from django.core.validators import validate_image_file_extension
from django.urls import reverse
from django.utils.translation import gettext_lazy as _
from dash.categories.fields import CategoryChoiceField
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from .models import Category, Story, StoryImage
and context from other files:
# Path: dash/categories/fields.py
# class CategoryChoiceField(forms.ModelChoiceField):
# def label_from_instance(self, obj):
# return obj.get_label_from_instance()
#
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/stories/models.py
# def validate_file_extension(value):
# def format_audio_link(cls, link):
# def space_tags(cls, tags):
# def teaser(self, field, length):
# def long_teaser(self):
# def short_teaser(self):
# def get_written_by(self):
# def get_featured_images(self):
# def get_category_image(self):
# def get_image(self):
# class Story(SmartModel):
# class Meta:
# class StoryImage(SmartModel):
, which may contain function names, class names, or code. Output only the next line. | class Update(OrgObjPermsMixin, SmartUpdateView): |
Predict the next line for this snippet: <|code_start|> model = Story
actions = ("create", "update", "list", "images")
class Update(OrgObjPermsMixin, SmartUpdateView):
form_class = StoryForm
fields = (
"is_active",
"title",
"featured",
"summary",
"content",
"attachment",
"written_by",
"audio_link",
"video_id",
"tags",
"category",
)
def pre_save(self, obj):
obj = super(StoryCRUDL.Update, self).pre_save(obj)
obj.audio_link = Story.format_audio_link(obj.audio_link)
obj.tags = Story.space_tags(obj.tags)
return obj
def get_form_kwargs(self):
kwargs = super(StoryCRUDL.Update, self).get_form_kwargs()
kwargs["org"] = self.request.org
return kwargs
<|code_end|>
with the help of current file imports:
from smartmin.views import SmartCreateView, SmartCRUDL, SmartListView, SmartUpdateView
from django import forms
from django.core.validators import validate_image_file_extension
from django.urls import reverse
from django.utils.translation import gettext_lazy as _
from dash.categories.fields import CategoryChoiceField
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from .models import Category, Story, StoryImage
and context from other files:
# Path: dash/categories/fields.py
# class CategoryChoiceField(forms.ModelChoiceField):
# def label_from_instance(self, obj):
# return obj.get_label_from_instance()
#
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/stories/models.py
# def validate_file_extension(value):
# def format_audio_link(cls, link):
# def space_tags(cls, tags):
# def teaser(self, field, length):
# def long_teaser(self):
# def short_teaser(self):
# def get_written_by(self):
# def get_featured_images(self):
# def get_category_image(self):
# def get_image(self):
# class Story(SmartModel):
# class Meta:
# class StoryImage(SmartModel):
, which may contain function names, class names, or code. Output only the next line. | class List(OrgPermsMixin, SmartListView): |
Here is a snippet: <|code_start|>
class StoryForm(forms.ModelForm):
category = CategoryChoiceField(Category.objects.none())
def __init__(self, *args, **kwargs):
self.org = kwargs["org"]
del kwargs["org"]
super(StoryForm, self).__init__(*args, **kwargs)
# We show all categories even inactive one in the dropdown
qs = Category.objects.filter(org=self.org).order_by("name")
self.fields["category"].queryset = qs
class Meta:
<|code_end|>
. Write the next line using the current file imports:
from smartmin.views import SmartCreateView, SmartCRUDL, SmartListView, SmartUpdateView
from django import forms
from django.core.validators import validate_image_file_extension
from django.urls import reverse
from django.utils.translation import gettext_lazy as _
from dash.categories.fields import CategoryChoiceField
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from .models import Category, Story, StoryImage
and context from other files:
# Path: dash/categories/fields.py
# class CategoryChoiceField(forms.ModelChoiceField):
# def label_from_instance(self, obj):
# return obj.get_label_from_instance()
#
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/stories/models.py
# def validate_file_extension(value):
# def format_audio_link(cls, link):
# def space_tags(cls, tags):
# def teaser(self, field, length):
# def long_teaser(self):
# def short_teaser(self):
# def get_written_by(self):
# def get_featured_images(self):
# def get_category_image(self):
# def get_image(self):
# class Story(SmartModel):
# class Meta:
# class StoryImage(SmartModel):
, which may include functions, classes, or code. Output only the next line. | model = Story |
Next line prediction: <|code_start|> help_text=_("Image to display on story page and in previews. (optional)"),
validators=[validate_image_file_extension],
)
self.form.fields[image_field_name] = image_field
idx += 1
while idx <= 3:
self.form.fields["image_%d" % idx] = forms.ImageField(
required=False,
label=_("Image %d") % idx,
help_text=_("Image to display on story page and in previews (optional)"),
validators=[validate_image_file_extension],
)
idx += 1
return form
def post_save(self, obj):
obj = super(StoryCRUDL.Images, self).post_save(obj)
# remove our existing images
self.object.images.all().delete()
# overwrite our new ones
# TODO: this could probably be done more elegantly
for idx in range(1, 4):
image = self.form.cleaned_data.get("image_%d" % idx, None)
if image:
<|code_end|>
. Use current file imports:
(from smartmin.views import SmartCreateView, SmartCRUDL, SmartListView, SmartUpdateView
from django import forms
from django.core.validators import validate_image_file_extension
from django.urls import reverse
from django.utils.translation import gettext_lazy as _
from dash.categories.fields import CategoryChoiceField
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from .models import Category, Story, StoryImage)
and context including class names, function names, or small code snippets from other files:
# Path: dash/categories/fields.py
# class CategoryChoiceField(forms.ModelChoiceField):
# def label_from_instance(self, obj):
# return obj.get_label_from_instance()
#
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/stories/models.py
# def validate_file_extension(value):
# def format_audio_link(cls, link):
# def space_tags(cls, tags):
# def teaser(self, field, length):
# def long_teaser(self):
# def short_teaser(self):
# def get_written_by(self):
# def get_featured_images(self):
# def get_category_image(self):
# def get_image(self):
# class Story(SmartModel):
# class Meta:
# class StoryImage(SmartModel):
. Output only the next line. | StoryImage.objects.create( |
Predict the next line after this snippet: <|code_start|>
class TagCRUDL(SmartCRUDL):
model = Tag
actions = ("create", "list", "update", "delete")
class Create(OrgPermsMixin, SmartCreateView):
fields = ("name",)
def pre_save(self, obj):
obj = super(TagCRUDL.Create, self).pre_save(obj)
org = self.derive_org()
obj.org = org
return obj
<|code_end|>
using the current file's imports:
from smartmin.views import SmartCreateView, SmartCRUDL, SmartDeleteView, SmartListView, SmartUpdateView
from django.db.models.functions import Lower
from django.utils.translation import gettext_lazy as _
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from dash.tags.models import Tag
and any relevant context from other files:
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/tags/models.py
# class Tag(SmartModel):
#
# name = models.CharField(max_length=64, help_text=_("The name of this tag"))
# org = models.ForeignKey(Org, on_delete=models.PROTECT)
#
# def __str__(self) -> str:
# return self.name
#
# class Meta:
# unique_together = ("name", "org")
. Output only the next line. | class Update(OrgObjPermsMixin, SmartUpdateView): |
Predict the next line after this snippet: <|code_start|>
class TagCRUDL(SmartCRUDL):
model = Tag
actions = ("create", "list", "update", "delete")
<|code_end|>
using the current file's imports:
from smartmin.views import SmartCreateView, SmartCRUDL, SmartDeleteView, SmartListView, SmartUpdateView
from django.db.models.functions import Lower
from django.utils.translation import gettext_lazy as _
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from dash.tags.models import Tag
and any relevant context from other files:
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/tags/models.py
# class Tag(SmartModel):
#
# name = models.CharField(max_length=64, help_text=_("The name of this tag"))
# org = models.ForeignKey(Org, on_delete=models.PROTECT)
#
# def __str__(self) -> str:
# return self.name
#
# class Meta:
# unique_together = ("name", "org")
. Output only the next line. | class Create(OrgPermsMixin, SmartCreateView): |
Next line prediction: <|code_start|>
{% load dashblocks %}
...
{% load_dashblocks request.org "home_banner_blocks" %}
...
Note: You may also use the shortcut tag 'load_qbs'
eg: {% load_qbs request.org "home_banner_blocks %}
.. note::
If you specify a slug that has no associated dash block, then an error message
will be inserted in your template. You may change this text by setting
the value of the DASHBLOCK_STRING_IF_INVALID setting.
"""
register = template.Library()
@register.simple_tag(takes_context=True)
def load_dashblocks(context, org, slug, tag=None):
if not org:
return ""
try:
<|code_end|>
. Use current file imports:
(from django import template
from django.conf import settings
from dash.dashblocks.models import DashBlock, DashBlockType)
and context including class names, function names, or small code snippets from other files:
# Path: dash/dashblocks/models.py
# class DashBlock(SmartModel):
# """
# A DashBlock is just a block of content, organized by type and priority.
# All fields are optional letting you use them for different things.
# """
#
# dashblock_type = models.ForeignKey(
# DashBlockType,
# on_delete=models.PROTECT,
# verbose_name=_("Content Type"),
# help_text=_("The category, or type for this content block"),
# )
#
# title = models.CharField(
# max_length=255, blank=True, null=True, help_text=_("The title for this block of content, optional")
# )
# summary = models.TextField(blank=True, null=True, help_text=_("The summary for this item, should be short"))
# content = models.TextField(blank=True, null=True, help_text=_("The body of text for this content block, optional"))
# image = models.ImageField(
# blank=True,
# null=True,
# upload_to=partial(generate_file_path, "dashblocks"),
# help_text=_("Any image that should be displayed with this content " "block, optional"),
# )
# color = models.CharField(
# blank=True,
# null=True,
# max_length=16,
# help_text=_("A background color to use for the image, in the " "format: #rrggbb"),
# )
# link = models.CharField(
# blank=True,
# null=True,
# max_length=255,
# help_text=_("Any link that should be associated with this content " "block, optional"),
# )
# video_id = models.CharField(
# blank=True,
# null=True,
# max_length=255,
# help_text=_("The id of the YouTube video that should be linked to " "this item"),
# )
# tags = models.CharField(
# blank=True,
# null=True,
# max_length=255,
# help_text=_(
# "Any tags for this content block, separated by spaces, "
# "can be used to do more advanced filtering, optional"
# ),
# )
# priority = models.IntegerField(
# default=0, help_text=_("The priority for this block, higher priority blocks " "come first")
# )
#
# org = models.ForeignKey(
# Org, on_delete=models.PROTECT, help_text=_("The organization this content block belongs to")
# )
#
# def teaser(self, field, length):
# words = field.split(" ")
#
# if len(words) < length:
# return field
# else:
# return " ".join(words[:length]) + " ..."
#
# def long_content_teaser(self):
# return self.teaser(self.content, 100)
#
# def short_content_teaser(self):
# return self.teaser(self.content, 40)
#
# def long_summary_teaser(self):
# return self.teaser(self.summary, 100)
#
# def short_summary_teaser(self):
# return self.teaser(self.summary, 40)
#
# def space_tags(self):
# """
# If we have tags set, then adds spaces before and after to allow for SQL
# querying for them.
# """
# if self.tags and self.tags.strip():
# self.tags = " " + self.tags.strip().lower() + " "
#
# def sorted_images(self):
# return self.images.filter(is_active=True).order_by("-priority")
#
# def __str__(self):
# if self.dashblock_type.has_title:
# return self.title
# return "%s - %d" % (self.dashblock_type, self.pk)
#
# class Meta:
# ordering = ["dashblock_type", "title"]
#
# class DashBlockType(SmartModel):
# """
# Dash Block Types just group fields by a slug.. letting you do lookups by
# type. In the future it may be nice to specify which fields should be
# displayed when creating fields of a new type.
# """
#
# name = models.CharField(max_length=75, unique=True, help_text=_("The human readable name for this content type"))
# slug = models.SlugField(
# max_length=50,
# unique=True,
# help_text=_("The slug to idenfity this content type, used with the " "template tags"),
# )
# description = models.TextField(
# blank=True,
# null=True,
# help_text=_("A description of where this content type is used on the " "site and how it will be dsiplayed"),
# )
#
# has_title = models.BooleanField(default=True, help_text=_("Whether this content should include a title"))
# has_image = models.BooleanField(default=True, help_text=_("Whether this content should include an image"))
# has_rich_text = models.BooleanField(
# default=True, help_text=_("Whether this content should use a rich HTML editor")
# )
# has_summary = models.BooleanField(default=True, help_text=_("Whether this content should include a summary field"))
# has_link = models.BooleanField(default=True, help_text=_("Whether this content should include a link"))
# has_gallery = models.BooleanField(
# default=False, help_text=_("Whether this content should allow upload of additional " "images, ie a gallery")
# )
# has_color = models.BooleanField(default=False, help_text=_("Whether this content has a color field"))
# has_video = models.BooleanField(
# default=False, help_text=_("Whether this content should allow setting a YouTube id")
# )
# has_tags = models.BooleanField(default=False, help_text=_("Whether this content should allow tags"))
#
# def __str__(self):
# return self.name
#
# class Meta:
# ordering = ["name"]
. Output only the next line. | dashblock_type = DashBlockType.objects.get(slug=slug) |
Given snippet: <|code_start|>
class CategoryImageForm(forms.ModelForm):
category = CategoryChoiceField(Category.objects.none())
def __init__(self, *args, **kwargs):
self.org = kwargs["org"]
del kwargs["org"]
super(CategoryImageForm, self).__init__(*args, **kwargs)
self.fields["category"].queryset = Category.objects.filter(org=self.org).order_by("name")
class Meta:
model = CategoryImage
fields = ("is_active", "name", "category", "image")
class CategoryCRUDL(SmartCRUDL):
model = Category
actions = ("create", "update", "list")
<|code_end|>
, continue by predicting the next line. Consider current file imports:
from smartmin.views import SmartCreateView, SmartCRUDL, SmartListView, SmartUpdateView
from django import forms
from dash.categories.fields import CategoryChoiceField
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from .models import Category, CategoryImage
and context:
# Path: dash/categories/fields.py
# class CategoryChoiceField(forms.ModelChoiceField):
# def label_from_instance(self, obj):
# return obj.get_label_from_instance()
#
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/categories/models.py
# class Category(SmartModel):
# """
# Every organization can choose to categorize their polls or stories
# according to their needs.
# """
#
# name = models.CharField(max_length=64, help_text=_("The name of this category"))
#
# image = models.ImageField(
# upload_to=partial(generate_file_path, "categories"),
# null=True,
# blank=True,
# help_text=_("An optional image that can describe this category"),
# )
#
# org = models.ForeignKey(
# Org,
# on_delete=models.PROTECT,
# related_name="categories",
# help_text=_("The organization this category applies to"),
# )
#
# def get_first_image(self):
# cat_images = self.images.filter(is_active=True).exclude(image="")
# if cat_images and cat_images.first().image:
# return cat_images.first().image
#
# def get_label_from_instance(self):
# label = str(self)
# if isinstance(label, bytes):
# label = label.decode("utf-8")
#
# if not self.is_active:
# label = "%s %s" % (label, "(Inactive)")
# return label
#
# def __str__(self):
# return "%s - %s" % (self.org, self.name)
#
# class Meta:
# ordering = ["name"]
# unique_together = ("name", "org")
# verbose_name_plural = _("Categories")
#
# class CategoryImage(SmartModel):
# name = models.CharField(max_length=64, help_text=_("The name to describe this image"))
#
# category = models.ForeignKey(
# Category, on_delete=models.PROTECT, related_name="images", help_text=_("The category this image represents")
# )
#
# image = models.ImageField(
# upload_to=partial(generate_file_path, "categories"), help_text=_("The image file to use")
# )
#
# def __str__(self):
# return "%s - %s" % (self.category.name, self.name)
which might include code, classes, or functions. Output only the next line. | class Update(OrgObjPermsMixin, SmartUpdateView): |
Given the following code snippet before the placeholder: <|code_start|>
class CategoryImageForm(forms.ModelForm):
category = CategoryChoiceField(Category.objects.none())
def __init__(self, *args, **kwargs):
self.org = kwargs["org"]
del kwargs["org"]
super(CategoryImageForm, self).__init__(*args, **kwargs)
self.fields["category"].queryset = Category.objects.filter(org=self.org).order_by("name")
class Meta:
model = CategoryImage
fields = ("is_active", "name", "category", "image")
class CategoryCRUDL(SmartCRUDL):
model = Category
actions = ("create", "update", "list")
class Update(OrgObjPermsMixin, SmartUpdateView):
fields = ("is_active", "name")
<|code_end|>
, predict the next line using imports from the current file:
from smartmin.views import SmartCreateView, SmartCRUDL, SmartListView, SmartUpdateView
from django import forms
from dash.categories.fields import CategoryChoiceField
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from .models import Category, CategoryImage
and context including class names, function names, and sometimes code from other files:
# Path: dash/categories/fields.py
# class CategoryChoiceField(forms.ModelChoiceField):
# def label_from_instance(self, obj):
# return obj.get_label_from_instance()
#
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/categories/models.py
# class Category(SmartModel):
# """
# Every organization can choose to categorize their polls or stories
# according to their needs.
# """
#
# name = models.CharField(max_length=64, help_text=_("The name of this category"))
#
# image = models.ImageField(
# upload_to=partial(generate_file_path, "categories"),
# null=True,
# blank=True,
# help_text=_("An optional image that can describe this category"),
# )
#
# org = models.ForeignKey(
# Org,
# on_delete=models.PROTECT,
# related_name="categories",
# help_text=_("The organization this category applies to"),
# )
#
# def get_first_image(self):
# cat_images = self.images.filter(is_active=True).exclude(image="")
# if cat_images and cat_images.first().image:
# return cat_images.first().image
#
# def get_label_from_instance(self):
# label = str(self)
# if isinstance(label, bytes):
# label = label.decode("utf-8")
#
# if not self.is_active:
# label = "%s %s" % (label, "(Inactive)")
# return label
#
# def __str__(self):
# return "%s - %s" % (self.org, self.name)
#
# class Meta:
# ordering = ["name"]
# unique_together = ("name", "org")
# verbose_name_plural = _("Categories")
#
# class CategoryImage(SmartModel):
# name = models.CharField(max_length=64, help_text=_("The name to describe this image"))
#
# category = models.ForeignKey(
# Category, on_delete=models.PROTECT, related_name="images", help_text=_("The category this image represents")
# )
#
# image = models.ImageField(
# upload_to=partial(generate_file_path, "categories"), help_text=_("The image file to use")
# )
#
# def __str__(self):
# return "%s - %s" % (self.category.name, self.name)
. Output only the next line. | class List(OrgPermsMixin, SmartListView): |
Using the snippet: <|code_start|>
class CategoryImageForm(forms.ModelForm):
category = CategoryChoiceField(Category.objects.none())
def __init__(self, *args, **kwargs):
self.org = kwargs["org"]
del kwargs["org"]
super(CategoryImageForm, self).__init__(*args, **kwargs)
self.fields["category"].queryset = Category.objects.filter(org=self.org).order_by("name")
class Meta:
<|code_end|>
, determine the next line of code. You have imports:
from smartmin.views import SmartCreateView, SmartCRUDL, SmartListView, SmartUpdateView
from django import forms
from dash.categories.fields import CategoryChoiceField
from dash.orgs.views import OrgObjPermsMixin, OrgPermsMixin
from .models import Category, CategoryImage
and context (class names, function names, or code) available:
# Path: dash/categories/fields.py
# class CategoryChoiceField(forms.ModelChoiceField):
# def label_from_instance(self, obj):
# return obj.get_label_from_instance()
#
# Path: dash/orgs/views.py
# class OrgObjPermsMixin(OrgPermsMixin):
# def get_object_org(self):
# return self.get_object().org
#
# def has_org_perm(self, codename):
# has_org_perm = super(OrgObjPermsMixin, self).has_org_perm(codename)
#
# if has_org_perm:
# user = self.get_user()
#
# if user.is_anonymous:
# return True
# return user.get_org() == self.get_object_org()
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# has_perm = super(OrgObjPermsMixin, self).has_permission(request, *args, **kwargs)
#
# if has_perm:
# user = self.get_user()
#
# # user has global permission
# if user.has_perm(self.permission):
# return True
#
# return user.get_org() == self.get_object_org()
#
# return False
#
# class OrgPermsMixin(object):
# """
# Get the organisation and the user within the inheriting view so that it be
# come easy to decide whether this user has a certain permission for that
# particular organization to perform the view's actions
# """
#
# def get_user(self):
# return self.request.user
#
# def derive_org(self):
# return self.request.org
#
# def pre_process(self, request, *args, **kwargs):
# user = self.get_user()
# org = self.derive_org()
#
# if user.is_superuser:
# return None
#
# if not org:
# return HttpResponseRedirect(reverse("orgs.org_choose"))
#
# return None
#
# def has_org_perm(self, permission):
# (app_label, codename) = permission.split(".")
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().is_anonymous:
# return False
#
# if self.org:
# org_group = self.get_user().get_org_group()
# if org_group:
# if org_group.permissions.filter(content_type__app_label=app_label, codename=codename).exists():
# return True
#
# return False
#
# def has_permission(self, request, *args, **kwargs):
# """
# Figures out if the current user has permissions for this view.
# """
# self.kwargs = kwargs
# self.args = args
# self.request = request
# self.org = self.derive_org()
#
# if self.get_user().is_superuser:
# return True
#
# if self.get_user().has_perm(self.permission):
# return True
#
# return self.has_org_perm(self.permission)
#
# Path: dash/categories/models.py
# class Category(SmartModel):
# """
# Every organization can choose to categorize their polls or stories
# according to their needs.
# """
#
# name = models.CharField(max_length=64, help_text=_("The name of this category"))
#
# image = models.ImageField(
# upload_to=partial(generate_file_path, "categories"),
# null=True,
# blank=True,
# help_text=_("An optional image that can describe this category"),
# )
#
# org = models.ForeignKey(
# Org,
# on_delete=models.PROTECT,
# related_name="categories",
# help_text=_("The organization this category applies to"),
# )
#
# def get_first_image(self):
# cat_images = self.images.filter(is_active=True).exclude(image="")
# if cat_images and cat_images.first().image:
# return cat_images.first().image
#
# def get_label_from_instance(self):
# label = str(self)
# if isinstance(label, bytes):
# label = label.decode("utf-8")
#
# if not self.is_active:
# label = "%s %s" % (label, "(Inactive)")
# return label
#
# def __str__(self):
# return "%s - %s" % (self.org, self.name)
#
# class Meta:
# ordering = ["name"]
# unique_together = ("name", "org")
# verbose_name_plural = _("Categories")
#
# class CategoryImage(SmartModel):
# name = models.CharField(max_length=64, help_text=_("The name to describe this image"))
#
# category = models.ForeignKey(
# Category, on_delete=models.PROTECT, related_name="images", help_text=_("The category this image represents")
# )
#
# image = models.ImageField(
# upload_to=partial(generate_file_path, "categories"), help_text=_("The image file to use")
# )
#
# def __str__(self):
# return "%s - %s" % (self.category.name, self.name)
. Output only the next line. | model = CategoryImage |
Based on the snippet: <|code_start|>
ORG_TASK_LOCK_KEY = "org-task-lock:%s:%s"
logger = logging.getLogger(__name__)
@shared_task(track_started=True, name="send_invitation_email_task")
def send_invitation_email_task(invitation_id):
<|code_end|>
, predict the immediate next line with the help of imports:
import inspect
import json
import logging
from functools import wraps
from django_redis import get_redis_connection
from django.apps import apps
from django.utils import timezone
from celery import shared_task, signature
from .models import Invitation, TaskState
and context (classes, functions, sometimes code) from other files:
# Path: dash/orgs/models.py
# class Invitation(SmartModel):
# org = models.ForeignKey(
# Org,
# on_delete=models.PROTECT,
# verbose_name=_("Org"),
# related_name="invitations",
# help_text=_("The organization to which the account is invited to view"),
# )
#
# email = models.EmailField(
# verbose_name=_("Email"), help_text=_("The email to which we send the invitation of the viewer")
# )
#
# secret = models.CharField(
# verbose_name=_("Secret"),
# max_length=64,
# unique=True,
# help_text=_("a unique code associated with this invitation"),
# )
#
# user_group = models.CharField(max_length=1, choices=USER_GROUPS, default="V", verbose_name=_("User Role"))
#
# def save(self, *args, **kwargs):
# if not self.secret:
# secret = Invitation.generate_random_string(64)
#
# while Invitation.objects.filter(secret=secret):
# secret = Invitation.generate_random_string(64)
#
# self.secret = secret
#
# return super(Invitation, self).save(*args, **kwargs)
#
# @classmethod
# def generate_random_string(cls, length):
# """
# Generatesa a [length] characters alpha numeric secret
# """
# # avoid things that could be mistaken ex: 'I' and '1'
# letters = "23456789ABCDEFGHJKLMNPQRSTUVWXYZ"
# return "".join([random.choice(letters) for _ in range(length)])
#
# def send_invitation(self):
# from .tasks import send_invitation_email_task
#
# send_invitation_email_task(self.id)
#
# def send_email(self):
# # no=op if we do not know the email
# if not self.email:
# return
#
# subject = _("%s Invitation") % self.org.name
# template = "orgs/email/invitation_email"
# to_email = self.email
#
# context = dict(org=self.org, now=timezone.now(), invitation=self)
# context["subject"] = subject
# context["host"] = self.org.build_host_link()
#
# send_dash_email(to_email, subject, template, context)
#
# class TaskState(models.Model):
# """
# Holds org specific state for a scheduled task
# """
#
# LOCK_KEY = "org-task-lock:%s:%s"
#
# org = models.ForeignKey(Org, on_delete=models.PROTECT, related_name="task_states")
#
# task_key = models.CharField(max_length=32)
#
# started_on = models.DateTimeField(null=True)
#
# ended_on = models.DateTimeField(null=True)
#
# last_successfully_started_on = models.DateTimeField(null=True)
#
# last_results = models.TextField(null=True)
#
# is_failing = models.BooleanField(default=False)
#
# is_disabled = models.BooleanField(default=False)
#
# @classmethod
# def get_or_create(cls, org, task_key):
# existing = cls.objects.filter(org=org, task_key=task_key).first()
# if existing:
# return existing
#
# return cls.objects.create(org=org, task_key=task_key)
#
# @classmethod
# def get_lock_key(cls, org, task_key):
# return cls.LOCK_KEY % (org.id, task_key)
#
# @classmethod
# def get_failing(cls):
# return cls.objects.filter(org__is_active=True, is_failing=True)
#
# def is_running(self):
# return self.started_on and not self.ended_on
#
# def has_ever_run(self):
# return self.started_on is not None
#
# def get_last_results(self):
# return json.loads(self.last_results) if self.last_results else None
#
# def get_time_taken(self):
# until = self.ended_on if self.ended_on else timezone.now()
# return (until - self.started_on).total_seconds()
#
# class Meta:
# unique_together = ("org", "task_key")
. Output only the next line. | invitation = Invitation.objects.get(pk=invitation_id) |
Here is a snippet: <|code_start|> logger.info("Requested task '%s' for %d active orgs" % (task_name, len(active_orgs)))
def org_task(task_key, lock_timeout=None):
"""
Decorator to create an org task.
:param task_key: the task key used for state storage and locking, e.g. 'do-stuff'
:param lock_timeout: the lock timeout in seconds
"""
def _org_task(task_func):
def _decorator(org_id):
org = apps.get_model("orgs", "Org").objects.get(pk=org_id)
maybe_run_for_org(org, task_func, task_key, lock_timeout)
return shared_task(wraps(task_func)(_decorator))
return _org_task
def maybe_run_for_org(org, task_func, task_key, lock_timeout):
"""
Runs the given task function for the specified org provided it's not already running
:param org: the org
:param task_func: the task function
:param task_key: the task key
:param lock_timeout: the lock timeout in seconds
"""
r = get_redis_connection()
<|code_end|>
. Write the next line using the current file imports:
import inspect
import json
import logging
from functools import wraps
from django_redis import get_redis_connection
from django.apps import apps
from django.utils import timezone
from celery import shared_task, signature
from .models import Invitation, TaskState
and context from other files:
# Path: dash/orgs/models.py
# class Invitation(SmartModel):
# org = models.ForeignKey(
# Org,
# on_delete=models.PROTECT,
# verbose_name=_("Org"),
# related_name="invitations",
# help_text=_("The organization to which the account is invited to view"),
# )
#
# email = models.EmailField(
# verbose_name=_("Email"), help_text=_("The email to which we send the invitation of the viewer")
# )
#
# secret = models.CharField(
# verbose_name=_("Secret"),
# max_length=64,
# unique=True,
# help_text=_("a unique code associated with this invitation"),
# )
#
# user_group = models.CharField(max_length=1, choices=USER_GROUPS, default="V", verbose_name=_("User Role"))
#
# def save(self, *args, **kwargs):
# if not self.secret:
# secret = Invitation.generate_random_string(64)
#
# while Invitation.objects.filter(secret=secret):
# secret = Invitation.generate_random_string(64)
#
# self.secret = secret
#
# return super(Invitation, self).save(*args, **kwargs)
#
# @classmethod
# def generate_random_string(cls, length):
# """
# Generatesa a [length] characters alpha numeric secret
# """
# # avoid things that could be mistaken ex: 'I' and '1'
# letters = "23456789ABCDEFGHJKLMNPQRSTUVWXYZ"
# return "".join([random.choice(letters) for _ in range(length)])
#
# def send_invitation(self):
# from .tasks import send_invitation_email_task
#
# send_invitation_email_task(self.id)
#
# def send_email(self):
# # no=op if we do not know the email
# if not self.email:
# return
#
# subject = _("%s Invitation") % self.org.name
# template = "orgs/email/invitation_email"
# to_email = self.email
#
# context = dict(org=self.org, now=timezone.now(), invitation=self)
# context["subject"] = subject
# context["host"] = self.org.build_host_link()
#
# send_dash_email(to_email, subject, template, context)
#
# class TaskState(models.Model):
# """
# Holds org specific state for a scheduled task
# """
#
# LOCK_KEY = "org-task-lock:%s:%s"
#
# org = models.ForeignKey(Org, on_delete=models.PROTECT, related_name="task_states")
#
# task_key = models.CharField(max_length=32)
#
# started_on = models.DateTimeField(null=True)
#
# ended_on = models.DateTimeField(null=True)
#
# last_successfully_started_on = models.DateTimeField(null=True)
#
# last_results = models.TextField(null=True)
#
# is_failing = models.BooleanField(default=False)
#
# is_disabled = models.BooleanField(default=False)
#
# @classmethod
# def get_or_create(cls, org, task_key):
# existing = cls.objects.filter(org=org, task_key=task_key).first()
# if existing:
# return existing
#
# return cls.objects.create(org=org, task_key=task_key)
#
# @classmethod
# def get_lock_key(cls, org, task_key):
# return cls.LOCK_KEY % (org.id, task_key)
#
# @classmethod
# def get_failing(cls):
# return cls.objects.filter(org__is_active=True, is_failing=True)
#
# def is_running(self):
# return self.started_on and not self.ended_on
#
# def has_ever_run(self):
# return self.started_on is not None
#
# def get_last_results(self):
# return json.loads(self.last_results) if self.last_results else None
#
# def get_time_taken(self):
# until = self.ended_on if self.ended_on else timezone.now()
# return (until - self.started_on).total_seconds()
#
# class Meta:
# unique_together = ("org", "task_key")
, which may include functions, classes, or code. Output only the next line. | key = TaskState.get_lock_key(org, task_key) |
Continue the code snippet: <|code_start|> # TODO: This is inefficient!
for row_idx in rows:
current_idx = -1
n_active_elements_seen = 0
while n_active_elements_seen <= row_idx:
current_idx += 1
if not self.dataset_removed_rows_mask[current_idx]:
n_active_elements_seen += 1
dataset_removed_rows.append(current_idx)
# Update the dataset removed row lists
# Update the start and stop indexes
# Adjust the shape
# Adjust the number of rows in each dataset
# Store the sorted relative removed row indexes by dataset
if len(dataset_removed_rows) > 0:
self.dataset_removed_rows = sorted(set(self.dataset_removed_rows + dataset_removed_rows))
self.dataset_removed_rows_mask = np.zeros(self.dataset_initial_n_rows, dtype=np.bool)
self.dataset_removed_rows_mask[self.dataset_removed_rows] = True
self.dataset_n_rows = self.dataset_initial_n_rows - len(self.dataset_removed_rows)
@property
def shape(self):
return self.dataset_n_rows, self.dataset.shape[1] * 2
# TODO: allow summing over multiple lists of rows at a time (saves i/o operations)
def sum_rows(self, rows):
"""
Note: Assumes that the rows argument does not contain duplicate elements. Rows will not be considered more than once.
"""
rows = np.asarray(rows)
<|code_end|>
. Use current file imports:
import numpy as np
from math import ceil
from .popcount import inplace_popcount_32, inplace_popcount_64
from ...utils import _minimum_uint_size, _unpack_binary_bytes_from_ints
and context (classes, functions, or code) from other files:
# Path: core/kover/utils.py
# def _minimum_uint_size(max_value):
# """
# Find the minimum size unsigned integer type that can store values of at most max_value
# """
# if max_value <= np.iinfo(np.uint8).max:
# return np.uint8
# elif max_value <= np.iinfo(np.uint16).max:
# return np.uint16
# elif max_value <= np.iinfo(np.uint32).max:
# return np.uint32
# elif max_value <= np.iinfo(np.uint64).max:
# return np.uint64
# else:
# return np.uint128
#
# def _unpack_binary_bytes_from_ints(a):
# """
# Unpacks binary values stored in bytes into ints
# """
# type = a.dtype
#
# if type == np.uint32:
# pack_size = 32
# elif type == np.uint64:
# pack_size = 64
# else:
# raise ValueError("Supported data types are 32-bit and 64-bit integers.")
#
# unpacked_n_rows = a.shape[0] * pack_size
# unpacked_n_columns = a.shape[1] if len(a.shape) > 1 else 1
# b = np.zeros((unpacked_n_rows, a.shape[1]) if len(a.shape) > 1 else unpacked_n_rows, dtype=np.uint8)
#
# packed_rows = 0
# packing_row = 0
# for i in xrange(b.shape[0]):
# if packed_rows == pack_size:
# packed_rows = 0
# packing_row += 1
# tmp = np.left_shift(np.ones(unpacked_n_columns, dtype=type), pack_size - (i - pack_size * packing_row)-1)
# np.bitwise_and(a[packing_row], tmp, tmp)
# b[i] = tmp > 0
# packed_rows += 1
#
# return b
. Output only the next line. | result_dtype = _minimum_uint_size(rows.shape[0]) |
Given the code snippet: <|code_start|>
def get_columns(self, columns):
"""
Columns can be an integer (or any object that implements __index__) or a sorted list/ndarray.
"""
#TODO: Support slicing, make this more efficient than getting the columns individually.
columns_is_int = False
if hasattr(columns, "__index__"): # All int types implement the __index__ method (PEP 357)
columns = [columns.__index__()]
columns_is_int = True
elif isinstance(columns, np.ndarray):
columns = columns.tolist()
elif isinstance(columns, list):
pass
else:
columns = list(columns)
# Detect where an inversion is needed (columns corresponding to absence rules)
columns, invert_result = zip(* (((column if column < self.dataset.shape[1] else column % self.dataset.shape[1]),
(True if column > self.dataset.shape[1] else False)) for column in columns))
columns = list(columns)
invert_result = np.array(invert_result)
# Don't return rows that have been deleted
row_mask = np.ones(self.dataset.shape[0] * self.dataset_pack_size, dtype=np.bool)
row_mask[self.dataset_initial_n_rows:] = False
row_mask[self.dataset_removed_rows] = False
# h5py requires that the column indices are sorted
unique, inverse = np.unique(columns, return_inverse=True)
<|code_end|>
, generate the next line using the imports in this file:
import numpy as np
from math import ceil
from .popcount import inplace_popcount_32, inplace_popcount_64
from ...utils import _minimum_uint_size, _unpack_binary_bytes_from_ints
and context (functions, classes, or occasionally code) from other files:
# Path: core/kover/utils.py
# def _minimum_uint_size(max_value):
# """
# Find the minimum size unsigned integer type that can store values of at most max_value
# """
# if max_value <= np.iinfo(np.uint8).max:
# return np.uint8
# elif max_value <= np.iinfo(np.uint16).max:
# return np.uint16
# elif max_value <= np.iinfo(np.uint32).max:
# return np.uint32
# elif max_value <= np.iinfo(np.uint64).max:
# return np.uint64
# else:
# return np.uint128
#
# def _unpack_binary_bytes_from_ints(a):
# """
# Unpacks binary values stored in bytes into ints
# """
# type = a.dtype
#
# if type == np.uint32:
# pack_size = 32
# elif type == np.uint64:
# pack_size = 64
# else:
# raise ValueError("Supported data types are 32-bit and 64-bit integers.")
#
# unpacked_n_rows = a.shape[0] * pack_size
# unpacked_n_columns = a.shape[1] if len(a.shape) > 1 else 1
# b = np.zeros((unpacked_n_rows, a.shape[1]) if len(a.shape) > 1 else unpacked_n_rows, dtype=np.uint8)
#
# packed_rows = 0
# packing_row = 0
# for i in xrange(b.shape[0]):
# if packed_rows == pack_size:
# packed_rows = 0
# packing_row += 1
# tmp = np.left_shift(np.ones(unpacked_n_columns, dtype=type), pack_size - (i - pack_size * packing_row)-1)
# np.bitwise_and(a[packing_row], tmp, tmp)
# b[i] = tmp > 0
# packed_rows += 1
#
# return b
. Output only the next line. | result = _unpack_binary_bytes_from_ints(self.dataset[:, unique.tolist()])[row_mask] |
Predict the next line after this snippet: <|code_start|> # XXX: This is can break if the file format changes!
# Assumes that each line has the format kmer_seq\tV\tV\t...V\n with one binary V per genome
total_size = getsize(tsv)
with open(tsv, "r") as f:
header_size = len(f.next())
line_size = len(f.next())
content_size = float(total_size) - header_size
if content_size % line_size != 0:
raise Exception()
return int(content_size / line_size)
# Execution callback functions
if warning_callback is None:
warning_callback = lambda w: logging.warning(w)
if error_callback is None:
def normal_raise(exception):
raise exception
error_callback = normal_raise
if progress_callback is None:
progress_callback = lambda t, p: None
if (phenotype_description is None and phenotype_metadata_path is not None) or (
phenotype_description is not None and phenotype_metadata_path is None):
raise ValueError("If a phenotype is specified, it must have a description and a metadata file.")
kmer_len = get_kmer_length(tsv_path)
kmer_count = get_kmer_count(tsv_path)
kmer_dtype = 'S' + str(kmer_len)
<|code_end|>
using the current file's imports:
import gc
import h5py as h
import logging
import numpy as np
import pandas as pd
from math import ceil
from os import getpid, mkdir, listdir
from os.path import basename, exists, getsize, join, splitext
from shutil import rmtree
from time import time
from uuid import uuid1
from ..utils import _minimum_uint_size, _pack_binary_bytes_to_ints
from .tools.kmer_count import contigs_count_kmers, reads_count_kmers
from .tools.kmer_pack import contigs_pack_kmers, reads_pack_kmers
and any relevant context from other files:
# Path: core/kover/utils.py
# def _minimum_uint_size(max_value):
# """
# Find the minimum size unsigned integer type that can store values of at most max_value
# """
# if max_value <= np.iinfo(np.uint8).max:
# return np.uint8
# elif max_value <= np.iinfo(np.uint16).max:
# return np.uint16
# elif max_value <= np.iinfo(np.uint32).max:
# return np.uint32
# elif max_value <= np.iinfo(np.uint64).max:
# return np.uint64
# else:
# return np.uint128
#
# def _pack_binary_bytes_to_ints(a, pack_size):
# """
# Packs binary values stored in bytes into ints
# """
# if pack_size == 64:
# type = np.uint64
# elif pack_size == 32:
# type = np.uint32
# else:
# raise ValueError("Supported data types are 32-bit and 64-bit integers.")
#
# b = np.zeros((int(ceil(1.0 * a.shape[0] / pack_size)), a.shape[1]), dtype=type)
# packed_rows = 0
# packing_row = 0
# for i in xrange(a.shape[0]):
# if packed_rows == pack_size:
# packed_rows = 0
# packing_row += 1
# tmp = np.asarray(a[i], dtype=type)
# tmp = np.left_shift(tmp, type(pack_size - packed_rows - 1))
# np.bitwise_or(b[packing_row], tmp, out=b[packing_row])
# packed_rows += 1
#
# return b
#
# Path: core/kover/dataset/tools/kmer_count.py
# def contigs_count_kmers(file_path, out_dir, kmer_size, out_compress, nb_cores, verbose, progress):
#
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", "1",
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# def reads_count_kmers(file_path, out_dir, kmer_size, abundance_min, out_compress, nb_cores, verbose, progress):
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", str(abundance_min),
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# Path: core/kover/dataset/tools/kmer_pack.py
# def contigs_pack_kmers(file_path, out_path, filter_singleton, kmer_length, compression, chunk_size, nb_genomes, progress):
. Output only the next line. | kmer_by_matrix_column_dtype = _minimum_uint_size(kmer_count) |
Continue the code snippet: <|code_start|> logging.debug("Creating the kmer sequence/matrix column mapping dataset.")
kmer_by_matrix_column = h5py_file.create_dataset("kmer_by_matrix_column",
shape=(kmer_count,),
dtype=kmer_by_matrix_column_dtype,
compression=compression,
compression_opts=compression_opts)
logging.debug("Transferring the data from TSV to HDF5.")
tsv_reader = pd.read_table(tsv_path, index_col='kmers', sep='\t', chunksize=tsv_block_size)
n_blocks = int(ceil(1.0 * kmer_count / tsv_block_size))
n_copied_blocks = 0.
for i, chunk in enumerate(tsv_reader):
logging.debug("Block %d/%d." % (i + 1, n_blocks))
progress_callback("Creating", n_copied_blocks / n_blocks)
logging.debug("Reading data from TSV file.")
kmers_data = chunk.index.values.astype(kmer_dtype)
read_block_size = kmers_data.shape[0]
block_start = i * tsv_block_size
block_stop = block_start + read_block_size
n_copied_blocks += 0.5
progress_callback("Creating", n_copied_blocks / n_blocks)
if block_start > kmer_count:
break
logging.debug("Writing data to HDF5.")
kmers[block_start:block_stop] = kmers_data
attribute_classification_sorted_by_strains = chunk[genome_ids]
attribute_classification_data = attribute_classification_sorted_by_strains.T.values.astype(np.uint8)
logging.debug("Packing the data.")
<|code_end|>
. Use current file imports:
import gc
import h5py as h
import logging
import numpy as np
import pandas as pd
from math import ceil
from os import getpid, mkdir, listdir
from os.path import basename, exists, getsize, join, splitext
from shutil import rmtree
from time import time
from uuid import uuid1
from ..utils import _minimum_uint_size, _pack_binary_bytes_to_ints
from .tools.kmer_count import contigs_count_kmers, reads_count_kmers
from .tools.kmer_pack import contigs_pack_kmers, reads_pack_kmers
and context (classes, functions, or code) from other files:
# Path: core/kover/utils.py
# def _minimum_uint_size(max_value):
# """
# Find the minimum size unsigned integer type that can store values of at most max_value
# """
# if max_value <= np.iinfo(np.uint8).max:
# return np.uint8
# elif max_value <= np.iinfo(np.uint16).max:
# return np.uint16
# elif max_value <= np.iinfo(np.uint32).max:
# return np.uint32
# elif max_value <= np.iinfo(np.uint64).max:
# return np.uint64
# else:
# return np.uint128
#
# def _pack_binary_bytes_to_ints(a, pack_size):
# """
# Packs binary values stored in bytes into ints
# """
# if pack_size == 64:
# type = np.uint64
# elif pack_size == 32:
# type = np.uint32
# else:
# raise ValueError("Supported data types are 32-bit and 64-bit integers.")
#
# b = np.zeros((int(ceil(1.0 * a.shape[0] / pack_size)), a.shape[1]), dtype=type)
# packed_rows = 0
# packing_row = 0
# for i in xrange(a.shape[0]):
# if packed_rows == pack_size:
# packed_rows = 0
# packing_row += 1
# tmp = np.asarray(a[i], dtype=type)
# tmp = np.left_shift(tmp, type(pack_size - packed_rows - 1))
# np.bitwise_or(b[packing_row], tmp, out=b[packing_row])
# packed_rows += 1
#
# return b
#
# Path: core/kover/dataset/tools/kmer_count.py
# def contigs_count_kmers(file_path, out_dir, kmer_size, out_compress, nb_cores, verbose, progress):
#
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", "1",
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# def reads_count_kmers(file_path, out_dir, kmer_size, abundance_min, out_compress, nb_cores, verbose, progress):
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", str(abundance_min),
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# Path: core/kover/dataset/tools/kmer_pack.py
# def contigs_pack_kmers(file_path, out_path, filter_singleton, kmer_length, compression, chunk_size, nb_genomes, progress):
. Output only the next line. | kmer_matrix[:, block_start:block_stop] = _pack_binary_bytes_to_ints(attribute_classification_data, |
Predict the next line for this snippet: <|code_start|> genome_ids = genome_ids[sorter]
labels = labels[sorter]
logging.debug("Creating the phenotype metadata dataset.")
phenotype = h5py_file.create_dataset("phenotype", data=labels, dtype=PHENOTYPE_LABEL_DTYPE)
phenotype.attrs["description"] = phenotype_description
del phenotype, labels
# Write genome ids
logging.debug("Creating the genome identifier dataset.")
h5py_file.create_dataset("genome_identifiers",
data=genome_ids,
compression=compression,
compression_opts=compression_opts)
# Write labels tags
logging.debug("Creating the phenotype tags dataset.")
h5py_file.create_dataset("phenotype_tags",
data=labels_tags,
compression=compression,
compression_opts=compression_opts)
h5py_file.close()
logging.debug("Initializing DSK.")
# Preparing input file for multidsk
files_sorted = ["%s\n" % contig_file_by_genome_id[id] for id in genome_ids]
open(join(temp_dir, "list_contigs_files"), "w").writelines(files_sorted)
# Calling multidsk
<|code_end|>
with the help of current file imports:
import gc
import h5py as h
import logging
import numpy as np
import pandas as pd
from math import ceil
from os import getpid, mkdir, listdir
from os.path import basename, exists, getsize, join, splitext
from shutil import rmtree
from time import time
from uuid import uuid1
from ..utils import _minimum_uint_size, _pack_binary_bytes_to_ints
from .tools.kmer_count import contigs_count_kmers, reads_count_kmers
from .tools.kmer_pack import contigs_pack_kmers, reads_pack_kmers
and context from other files:
# Path: core/kover/utils.py
# def _minimum_uint_size(max_value):
# """
# Find the minimum size unsigned integer type that can store values of at most max_value
# """
# if max_value <= np.iinfo(np.uint8).max:
# return np.uint8
# elif max_value <= np.iinfo(np.uint16).max:
# return np.uint16
# elif max_value <= np.iinfo(np.uint32).max:
# return np.uint32
# elif max_value <= np.iinfo(np.uint64).max:
# return np.uint64
# else:
# return np.uint128
#
# def _pack_binary_bytes_to_ints(a, pack_size):
# """
# Packs binary values stored in bytes into ints
# """
# if pack_size == 64:
# type = np.uint64
# elif pack_size == 32:
# type = np.uint32
# else:
# raise ValueError("Supported data types are 32-bit and 64-bit integers.")
#
# b = np.zeros((int(ceil(1.0 * a.shape[0] / pack_size)), a.shape[1]), dtype=type)
# packed_rows = 0
# packing_row = 0
# for i in xrange(a.shape[0]):
# if packed_rows == pack_size:
# packed_rows = 0
# packing_row += 1
# tmp = np.asarray(a[i], dtype=type)
# tmp = np.left_shift(tmp, type(pack_size - packed_rows - 1))
# np.bitwise_or(b[packing_row], tmp, out=b[packing_row])
# packed_rows += 1
#
# return b
#
# Path: core/kover/dataset/tools/kmer_count.py
# def contigs_count_kmers(file_path, out_dir, kmer_size, out_compress, nb_cores, verbose, progress):
#
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", "1",
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# def reads_count_kmers(file_path, out_dir, kmer_size, abundance_min, out_compress, nb_cores, verbose, progress):
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", str(abundance_min),
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# Path: core/kover/dataset/tools/kmer_pack.py
# def contigs_pack_kmers(file_path, out_path, filter_singleton, kmer_length, compression, chunk_size, nb_genomes, progress):
, which may contain function names, class names, or code. Output only the next line. | contigs_count_kmers(file_path=join(temp_dir, "list_contigs_files"), |
Predict the next line for this snippet: <|code_start|>
# Write genome ids
logging.debug("Creating the genome identifier dataset.")
h5py_file.create_dataset("genome_identifiers",
data=genome_ids,
compression=compression,
compression_opts=compression_opts)
# Write labels tags
logging.debug("Creating the phenotype tags dataset.")
h5py_file.create_dataset("phenotype_tags",
data=labels_tags,
compression=compression,
compression_opts=compression_opts)
h5py_file.close()
logging.debug("Initializing DSK.")
# Preparing input file for multidsk
files_sorted = []
list_reads_dsk_output = []
for id in genome_ids:
files = [join(reads_folder_by_genome_id[id], file) for file in listdir(reads_folder_by_genome_id[id])
if file.endswith(tuple(supported_extensions))] # Supported extensions
files_sorted.append(",".join(files) + "\n")
list_reads_dsk_output.append(join(temp_dir, basename(splitext(files[-1])[0]) + ".h5"))
open(join(temp_dir, "list_reads_files"), "w").writelines(files_sorted)
# Calling multidsk
<|code_end|>
with the help of current file imports:
import gc
import h5py as h
import logging
import numpy as np
import pandas as pd
from math import ceil
from os import getpid, mkdir, listdir
from os.path import basename, exists, getsize, join, splitext
from shutil import rmtree
from time import time
from uuid import uuid1
from ..utils import _minimum_uint_size, _pack_binary_bytes_to_ints
from .tools.kmer_count import contigs_count_kmers, reads_count_kmers
from .tools.kmer_pack import contigs_pack_kmers, reads_pack_kmers
and context from other files:
# Path: core/kover/utils.py
# def _minimum_uint_size(max_value):
# """
# Find the minimum size unsigned integer type that can store values of at most max_value
# """
# if max_value <= np.iinfo(np.uint8).max:
# return np.uint8
# elif max_value <= np.iinfo(np.uint16).max:
# return np.uint16
# elif max_value <= np.iinfo(np.uint32).max:
# return np.uint32
# elif max_value <= np.iinfo(np.uint64).max:
# return np.uint64
# else:
# return np.uint128
#
# def _pack_binary_bytes_to_ints(a, pack_size):
# """
# Packs binary values stored in bytes into ints
# """
# if pack_size == 64:
# type = np.uint64
# elif pack_size == 32:
# type = np.uint32
# else:
# raise ValueError("Supported data types are 32-bit and 64-bit integers.")
#
# b = np.zeros((int(ceil(1.0 * a.shape[0] / pack_size)), a.shape[1]), dtype=type)
# packed_rows = 0
# packing_row = 0
# for i in xrange(a.shape[0]):
# if packed_rows == pack_size:
# packed_rows = 0
# packing_row += 1
# tmp = np.asarray(a[i], dtype=type)
# tmp = np.left_shift(tmp, type(pack_size - packed_rows - 1))
# np.bitwise_or(b[packing_row], tmp, out=b[packing_row])
# packed_rows += 1
#
# return b
#
# Path: core/kover/dataset/tools/kmer_count.py
# def contigs_count_kmers(file_path, out_dir, kmer_size, out_compress, nb_cores, verbose, progress):
#
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", "1",
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# def reads_count_kmers(file_path, out_dir, kmer_size, abundance_min, out_compress, nb_cores, verbose, progress):
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", str(abundance_min),
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# Path: core/kover/dataset/tools/kmer_pack.py
# def contigs_pack_kmers(file_path, out_path, filter_singleton, kmer_length, compression, chunk_size, nb_genomes, progress):
, which may contain function names, class names, or code. Output only the next line. | reads_count_kmers(file_path=join(temp_dir, "list_reads_files"), |
Next line prediction: <|code_start|> compression=compression,
compression_opts=compression_opts)
h5py_file.close()
logging.debug("Initializing DSK.")
# Preparing input file for multidsk
files_sorted = ["%s\n" % contig_file_by_genome_id[id] for id in genome_ids]
open(join(temp_dir, "list_contigs_files"), "w").writelines(files_sorted)
# Calling multidsk
contigs_count_kmers(file_path=join(temp_dir, "list_contigs_files"),
out_dir=temp_dir,
kmer_size=kmer_size,
out_compress=gzip,
nb_cores=nb_cores,
verbose=int(verbose),
progress=progress)
logging.debug("K-mers counting completed.")
# Preparing input file for dsk2kover
list_contigs = [join(temp_dir, basename(splitext(file)[0]) + ".h5") for file in files_sorted]
file_dsk_output = open(join(temp_dir, "list_h5"), "w")
for line in list_contigs:
file_dsk_output.write(line + "\n")
file_dsk_output.close()
# Calling dsk2kover
logging.debug("Initializing DSK2Kover.")
<|code_end|>
. Use current file imports:
(import gc
import h5py as h
import logging
import numpy as np
import pandas as pd
from math import ceil
from os import getpid, mkdir, listdir
from os.path import basename, exists, getsize, join, splitext
from shutil import rmtree
from time import time
from uuid import uuid1
from ..utils import _minimum_uint_size, _pack_binary_bytes_to_ints
from .tools.kmer_count import contigs_count_kmers, reads_count_kmers
from .tools.kmer_pack import contigs_pack_kmers, reads_pack_kmers)
and context including class names, function names, or small code snippets from other files:
# Path: core/kover/utils.py
# def _minimum_uint_size(max_value):
# """
# Find the minimum size unsigned integer type that can store values of at most max_value
# """
# if max_value <= np.iinfo(np.uint8).max:
# return np.uint8
# elif max_value <= np.iinfo(np.uint16).max:
# return np.uint16
# elif max_value <= np.iinfo(np.uint32).max:
# return np.uint32
# elif max_value <= np.iinfo(np.uint64).max:
# return np.uint64
# else:
# return np.uint128
#
# def _pack_binary_bytes_to_ints(a, pack_size):
# """
# Packs binary values stored in bytes into ints
# """
# if pack_size == 64:
# type = np.uint64
# elif pack_size == 32:
# type = np.uint32
# else:
# raise ValueError("Supported data types are 32-bit and 64-bit integers.")
#
# b = np.zeros((int(ceil(1.0 * a.shape[0] / pack_size)), a.shape[1]), dtype=type)
# packed_rows = 0
# packing_row = 0
# for i in xrange(a.shape[0]):
# if packed_rows == pack_size:
# packed_rows = 0
# packing_row += 1
# tmp = np.asarray(a[i], dtype=type)
# tmp = np.left_shift(tmp, type(pack_size - packed_rows - 1))
# np.bitwise_or(b[packing_row], tmp, out=b[packing_row])
# packed_rows += 1
#
# return b
#
# Path: core/kover/dataset/tools/kmer_count.py
# def contigs_count_kmers(file_path, out_dir, kmer_size, out_compress, nb_cores, verbose, progress):
#
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", "1",
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# def reads_count_kmers(file_path, out_dir, kmer_size, abundance_min, out_compress, nb_cores, verbose, progress):
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", str(abundance_min),
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# Path: core/kover/dataset/tools/kmer_pack.py
# def contigs_pack_kmers(file_path, out_path, filter_singleton, kmer_length, compression, chunk_size, nb_genomes, progress):
. Output only the next line. | contigs_pack_kmers(file_path=join(temp_dir, "list_h5"), |
Given the code snippet: <|code_start|>
# Preparing input file for multidsk
files_sorted = []
list_reads_dsk_output = []
for id in genome_ids:
files = [join(reads_folder_by_genome_id[id], file) for file in listdir(reads_folder_by_genome_id[id])
if file.endswith(tuple(supported_extensions))] # Supported extensions
files_sorted.append(",".join(files) + "\n")
list_reads_dsk_output.append(join(temp_dir, basename(splitext(files[-1])[0]) + ".h5"))
open(join(temp_dir, "list_reads_files"), "w").writelines(files_sorted)
# Calling multidsk
reads_count_kmers(file_path=join(temp_dir, "list_reads_files"),
out_dir=temp_dir,
kmer_size=kmer_size,
abundance_min=abundance_min,
out_compress=gzip,
nb_cores=nb_cores,
verbose=int(verbose),
progress=progress)
logging.debug("K-mers counting completed.")
# Preparing input file for dsk2kover
file_dsk_output = open(join(temp_dir, "list_h5"), "w")
for line in list_reads_dsk_output:
file_dsk_output.write(line + "\n")
file_dsk_output.close()
# Calling dsk2kover
logging.debug("Initializing DSK2Kover.")
<|code_end|>
, generate the next line using the imports in this file:
import gc
import h5py as h
import logging
import numpy as np
import pandas as pd
from math import ceil
from os import getpid, mkdir, listdir
from os.path import basename, exists, getsize, join, splitext
from shutil import rmtree
from time import time
from uuid import uuid1
from ..utils import _minimum_uint_size, _pack_binary_bytes_to_ints
from .tools.kmer_count import contigs_count_kmers, reads_count_kmers
from .tools.kmer_pack import contigs_pack_kmers, reads_pack_kmers
and context (functions, classes, or occasionally code) from other files:
# Path: core/kover/utils.py
# def _minimum_uint_size(max_value):
# """
# Find the minimum size unsigned integer type that can store values of at most max_value
# """
# if max_value <= np.iinfo(np.uint8).max:
# return np.uint8
# elif max_value <= np.iinfo(np.uint16).max:
# return np.uint16
# elif max_value <= np.iinfo(np.uint32).max:
# return np.uint32
# elif max_value <= np.iinfo(np.uint64).max:
# return np.uint64
# else:
# return np.uint128
#
# def _pack_binary_bytes_to_ints(a, pack_size):
# """
# Packs binary values stored in bytes into ints
# """
# if pack_size == 64:
# type = np.uint64
# elif pack_size == 32:
# type = np.uint32
# else:
# raise ValueError("Supported data types are 32-bit and 64-bit integers.")
#
# b = np.zeros((int(ceil(1.0 * a.shape[0] / pack_size)), a.shape[1]), dtype=type)
# packed_rows = 0
# packing_row = 0
# for i in xrange(a.shape[0]):
# if packed_rows == pack_size:
# packed_rows = 0
# packing_row += 1
# tmp = np.asarray(a[i], dtype=type)
# tmp = np.left_shift(tmp, type(pack_size - packed_rows - 1))
# np.bitwise_or(b[packing_row], tmp, out=b[packing_row])
# packed_rows += 1
#
# return b
#
# Path: core/kover/dataset/tools/kmer_count.py
# def contigs_count_kmers(file_path, out_dir, kmer_size, out_compress, nb_cores, verbose, progress):
#
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", "1",
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# def reads_count_kmers(file_path, out_dir, kmer_size, abundance_min, out_compress, nb_cores, verbose, progress):
# dir_path = dirname(abspath(__file__))
#
# # Calling MultiDSK tool
# call([str(join(dir_path, "kmer_tools", "multidsk")),
# "-file", str(file_path),
# "-out-dir", str(out_dir),
# "-kmer-size", str(kmer_size),
# "-abundance-min", str(abundance_min),
# "-out-compress", str(out_compress),
# "-nb-cores", str(nb_cores),
# "-out-tmp", str(out_dir),
# "-verbose", str(verbose),
# "-progress", str(progress)])
#
# Path: core/kover/dataset/tools/kmer_pack.py
# def contigs_pack_kmers(file_path, out_path, filter_singleton, kmer_length, compression, chunk_size, nb_genomes, progress):
. Output only the next line. | reads_pack_kmers(file_path=join(temp_dir, "list_h5"), |
Predict the next line after this snippet: <|code_start|> This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program. If not, see <http://www.gnu.org/licenses/>.
"""
UTIL_BLOCK_SIZE = 1000000
def _compute_rule_importances(rule_classifications, model_rules_idx, training_example_idx):
model_rule_classifications = rule_classifications.get_columns(model_rules_idx)[training_example_idx]
model_neg_prediction_idx = np.where(np.prod(model_rule_classifications, axis=1) == 0)[0]
return (float(len(model_neg_prediction_idx)) - model_rule_classifications[model_neg_prediction_idx].sum(axis=0)) / \
len(model_neg_prediction_idx)
class BaseSetCoveringMachine(object):
def __init__(self, model_type, max_rules):
<|code_end|>
using the current file's imports:
import logging
import numpy as np
from math import ceil
from ..common.models import scm, conjunction, ConjunctionModel, disjunction, DisjunctionModel
from ...utils import _class_to_string
and any relevant context from other files:
# Path: core/kover/learning/common/models.py
# class BaseModel(object):
# class CARTModel(BaseModel):
# class SCMModel(BaseModel):
# class ConjunctionModel(SCMModel):
# class DisjunctionModel(SCMModel):
# def __init__(self):
# def predict(self, X):
# def predict_proba(self, X):
# def learner(self):
# def __str__(self):
# def __init__(self, class_tags=None):
# def predict(self, X):
# def predict_proba(self, X):
# def learner(self):
# def _to_string(self, node=None,depth=0):
# def __len__(self):
# def depth(self):
# def __init__(self):
# def add(self, rule):
# def predict(self, X):
# def predict_proba(self, X):
# def remove(self, index):
# def example_dependencies(self):
# def learner(self):
# def type(self):
# def _to_string(self, separator=" "):
# def __eq__(self, other):
# def __iter__(self):
# def __len__(self):
# def predict_proba(self, X):
# def type(self):
# def __str__(self):
# def predict_proba(self, X):
# def type(self):
# def __str__(self):
#
# Path: core/kover/utils.py
# def _class_to_string(instance):
# """
# Returns a string representation of the public attributes of a class.
#
# Parameters:
# -----------
# instance: object
# An instance of any class.
#
# Returns:
# --------
# string_rep: string
# A string representation of the class and its public attributes.
#
# Notes:
# -----
# Private attributes must be marked with a leading underscore.
# """
# return instance.__class__.__name__ + "(" + ",".join(
# [str(k) + "=" + str(v) for k, v in instance.__dict__.iteritems() if str(k[0]) != "_"]) + ")"
. Output only the next line. | if model_type == conjunction: |
Continue the code snippet: <|code_start|>
if not self._flags.get("PROBABILISTIC_PREDICTIONS", False):
raise RuntimeError("The predictor does not support probabilistic predictions.")
return self.model.predict_proba(X)
def __str__(self):
return _class_to_string(self)
class SetCoveringMachine(BaseSetCoveringMachine):
"""
The Set Covering Machine (SCM).
Marchand, M., & Taylor, J. S. (2003). The set covering machine. Journal of Machine Learning Research, 3, 723–746.
Parameters:
-----------
model_type: pyscm.model.conjunction or pyscm.model.disjunction, default=pyscm.model.conjunction
The type of model to be built.
p: float, default=1.0
A parameter to control the importance of making prediction errors on positive examples in the utility function.
max_rules: int, default=10
The maximum number of binary rules to include in the model.
verbose: bool, default=False
Sets verbose mode on/off.
"""
def __init__(self, model_type=conjunction, p=1.0, max_rules=10):
super(SetCoveringMachine, self).__init__(model_type=model_type, max_rules=max_rules)
if model_type == conjunction:
<|code_end|>
. Use current file imports:
import logging
import numpy as np
from math import ceil
from ..common.models import scm, conjunction, ConjunctionModel, disjunction, DisjunctionModel
from ...utils import _class_to_string
and context (classes, functions, or code) from other files:
# Path: core/kover/learning/common/models.py
# class BaseModel(object):
# class CARTModel(BaseModel):
# class SCMModel(BaseModel):
# class ConjunctionModel(SCMModel):
# class DisjunctionModel(SCMModel):
# def __init__(self):
# def predict(self, X):
# def predict_proba(self, X):
# def learner(self):
# def __str__(self):
# def __init__(self, class_tags=None):
# def predict(self, X):
# def predict_proba(self, X):
# def learner(self):
# def _to_string(self, node=None,depth=0):
# def __len__(self):
# def depth(self):
# def __init__(self):
# def add(self, rule):
# def predict(self, X):
# def predict_proba(self, X):
# def remove(self, index):
# def example_dependencies(self):
# def learner(self):
# def type(self):
# def _to_string(self, separator=" "):
# def __eq__(self, other):
# def __iter__(self):
# def __len__(self):
# def predict_proba(self, X):
# def type(self):
# def __str__(self):
# def predict_proba(self, X):
# def type(self):
# def __str__(self):
#
# Path: core/kover/utils.py
# def _class_to_string(instance):
# """
# Returns a string representation of the public attributes of a class.
#
# Parameters:
# -----------
# instance: object
# An instance of any class.
#
# Returns:
# --------
# string_rep: string
# A string representation of the class and its public attributes.
#
# Notes:
# -----
# Private attributes must be marked with a leading underscore.
# """
# return instance.__class__.__name__ + "(" + ",".join(
# [str(k) + "=" + str(v) for k, v in instance.__dict__.iteritems() if str(k[0]) != "_"]) + ")"
. Output only the next line. | self.model = ConjunctionModel() |
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