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# -*- coding: utf-8 -*- |
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# Apache Software License 2.0 |
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# |
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# Copyright (c) 2018, Christophe Duong |
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# |
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# Licensed under the Apache License, Version 2.0 (the "License"); |
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# you may not use this file except in compliance with the License. |
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# You may obtain a copy of the License at |
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# |
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# http://www.apache.org/licenses/LICENSE-2.0 |
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# |
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# Unless required by applicable law or agreed to in writing, software |
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# distributed under the License is distributed on an "AS IS" BASIS, |
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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# See the License for the specific language governing permissions and |
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# limitations under the License. |
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""" |
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Various Utility functions |
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""" |
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import hashlib |
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import logging |
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import os |
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import re |
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import webbrowser |
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from shlex import quote |
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from subprocess import PIPE # nosec |
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from subprocess import STDOUT |
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from subprocess import Popen |
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from threading import Thread |
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from time import sleep |
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from aiscalator.core.log_regex_analyzer import LogRegexAnalyzer |
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def data_file(path): |
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""" |
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Utility function to find resources data file packaged along with code |
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Parameters |
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---------- |
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path : path |
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path to the resource file in the package |
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Returns |
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------- |
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absolute path to the resource data file |
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""" |
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return os.path.join(os.path.abspath(os.path.dirname(__file__)), path) |
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def find(collection, item, field='name'): |
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""" |
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Finds an element in a collection which has a field equal |
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to particular item value |
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Parameters |
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---------- |
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collection : Set |
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Collection of objects |
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item |
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value of the item that we are looking for |
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field : string |
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Name of the field from the object to inspect |
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Returns |
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------- |
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object |
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Corresponding element that has a field matching item in |
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the collection |
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""" |
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for element in collection: |
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if element[field] == item: |
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return element |
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return None |
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def copy_replace(src, dst, pattern=None, replace_value=None): |
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""" |
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Copies a file from src to dst replacing pattern by replace_value |
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Parameters |
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---------- |
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src : string |
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Path to the source filename to copy from |
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dst : string |
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Path to the output filename to copy to |
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pattern |
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list of Patterns to replace inside the src file |
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replace_value |
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list of Values to replace by in the dst file |
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""" |
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file1 = open(src, 'r') if isinstance(src, str) else src |
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file2 = open(dst, 'w') if isinstance(dst, str) else dst |
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pattern = ( |
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[pattern] if isinstance(pattern, str) |
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else pattern |
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) |
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replace_value = ( |
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[replace_value] if isinstance(replace_value, str) |
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else replace_value |
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) |
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if replace_value and pattern: |
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if len(replace_value) != len(pattern): |
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raise Exception("Invalid parameters: pattern and replace_value" |
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" have different sizes.") |
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rules = [ |
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(re.compile(regex, re.IGNORECASE), value) |
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for regex, value in zip(pattern, replace_value) |
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] |
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else: |
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rules = [] |
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for line in file1: |
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if rules: |
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for rule in rules: |
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line = re.sub(rule[0], rule[1], line) |
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file2.write(line) |
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if isinstance(src, str): |
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file1.close() |
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if isinstance(dst, str): |
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file2.close() |
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def log_info(pipe): |
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""" Default logging function """ |
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logger = logging.getLogger(__name__) |
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for line in iter(pipe.readline, b''): |
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logger.debug(line) |
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return True |
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class BackgroundThreadRunner(): |
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""" |
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Worker Thread to run logging output in the background |
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... |
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Attributes |
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---------- |
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_process : |
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Process object of the command running in the background |
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_log_function : function(stream -> bool) |
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callback function to log the output of the command |
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_no_redirect : bool |
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whether the subprocess STDOUT and STDERR should be redirected to logs |
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_worker : Thread |
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Thread object |
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""" |
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def __init__(self, command, log_function, no_redirect=False): |
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self._no_redirect = no_redirect |
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if no_redirect: |
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self._process = Popen(command) # nosec |
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else: |
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self._process = Popen(command, stdout=PIPE, stderr=STDOUT) # nosec |
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self._log_function = log_function |
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self._worker = Thread(name='worker', target=self.run) |
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self._worker.start() |
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def run(self): |
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""" |
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Starts the Thread, process the output of the process. |
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""" |
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if not self._no_redirect: |
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self._log_function(self._process.stdout) |
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def process(self): |
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"""Returns the process object.""" |
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return self._process |
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def subprocess_run(command, log_function=log_info, |
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no_redirect=False, wait=True): |
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""" |
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Run command in a subprocess while redirecting output to log_function. |
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The subprocess either runs synchroneoulsy or in the background depending on |
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the wait parameter. |
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Parameters |
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---------- |
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command : List |
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Command to run in the subprocess |
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log_function : function |
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Callback function to log the output of the subprocess |
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no_redirect : bool |
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whether the subprocess STDOUT and STDERR should be redirected to logs |
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wait : bool |
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Whether the subprocess should be run synchroneously or in |
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the background |
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Returns |
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------- |
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int |
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return code of the subprocess |
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BackgroundThreadRunner |
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the thread running in the background |
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""" |
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if wait: |
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if no_redirect: |
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process = Popen(command, shell=False) # nosec |
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else: |
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process = Popen(command, |
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stdout=PIPE, |
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stderr=STDOUT, |
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shell=False) # nosec |
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with process.stdout: |
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log_function(process.stdout) |
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return process.wait() |
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else: |
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return BackgroundThreadRunner(command, log_function, no_redirect) |
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def format_file_content(content, prefix="", suffix=""): |
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""" |
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Reformat the content of a file line by line, adding prefix and suffix |
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strings. |
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Parameters |
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---------- |
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content : str |
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path to the file to reformat its content |
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prefix : str |
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add to each line this prefix string |
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suffix : str |
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add to each line this suffix string |
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Returns |
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------- |
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str |
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Formatted content of the file |
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""" |
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result = "" |
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with open(content, "r") as file: |
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for line in file: |
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# TODO handle comments |
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# TODO check validity of the line for extra security |
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result += prefix + quote(line) + suffix |
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return result |
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def sha256(file: str): |
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""" |
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Reads a file content and returns its sha256 hash. |
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""" |
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sha = hashlib.sha256() |
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with open(file, "rb") as content: |
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for line in content: |
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sha.update(line) |
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return sha.hexdigest() |
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def wait_for_jupyter_lab(commands, logger, notebook, port, folder): |
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""" |
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Parameters |
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---------- |
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commands |
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logger |
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notebook |
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port |
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Returns |
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------- |
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""" |
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log = LogRegexAnalyzer(b'http://.*:8888/.token=([a-zA-Z0-9]+)\n') |
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logger.info("Running...: %s", " ".join(commands)) |
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subprocess_run(commands, log_function=log.grep_logs, wait=False) |
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for i in range(5): |
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sleep(2) |
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if log.artifact(): |
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break |
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msg = "docker run does not seem to be up yet..." |
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msg += " retrying (%s/5)" |
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logger.warning(msg, i) |
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if log.artifact(): |
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# TODO handle url better (not always localhost?) |
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url = ("http://localhost:" + str(port) + |
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"/lab/tree/work/" + folder + "/" + |
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notebook + "?token=" + |
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log.artifact()) |
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logger.info("%s is up and running.", url) |
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# TODO --no-browser option |
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webbrowser.open(url) |
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return url |
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return "" |
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