Class: Cnvrg::Project

Inherits:
Object
  • Object
show all
Defined in:
lib/cnvrg/project.rb

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(project_home = nil, slug: nil, owner: nil) ⇒ Project

Returns a new instance of Project.



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# File 'lib/cnvrg/project.rb', line 12

def initialize(project_home=nil, slug: nil, owner: nil)
  begin
    @local_path = project_home
    @working_dir = project_home
    config = YAML.load_file(project_home + "/.cnvrg/config.yml") rescue {owner: owner, project_slug: slug}
    @title = config[:project_name]
    @slug = config[:project_slug]
    @owner = config[:owner]
    @is_branch = config[:is_branch]
    @is_git = config[:git] || false
    @base_resource = "users/#{@owner}/projects/#{@slug}/"
    @machines = nil
  rescue => e
  end
end

Instance Attribute Details

#is_branch ⇒ Object (readonly)

Returns the value of attribute is_branch.



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# File 'lib/cnvrg/project.rb', line 6

def is_branch
  @is_branch
end

#is_git ⇒ Object (readonly)

Returns the value of attribute is_git.



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# File 'lib/cnvrg/project.rb', line 6

def is_git
  @is_git
end

#local_path ⇒ Object (readonly)

Returns the value of attribute local_path.



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# File 'lib/cnvrg/project.rb', line 6

def local_path
  @local_path
end

#machines ⇒ Object (readonly)

Returns the value of attribute machines.



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# File 'lib/cnvrg/project.rb', line 6

def machines
  @machines
end

#owner ⇒ Object (readonly)

Returns the value of attribute owner.



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# File 'lib/cnvrg/project.rb', line 6

def owner
  @owner
end

#slug ⇒ Object (readonly)

Returns the value of attribute slug.



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# File 'lib/cnvrg/project.rb', line 6

def slug
  @slug
end

#title ⇒ Object (readonly)

Returns the value of attribute title.



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# File 'lib/cnvrg/project.rb', line 6

def title
  @title
end

#working_dir ⇒ Object (readonly)

Returns the value of attribute working_dir.



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# File 'lib/cnvrg/project.rb', line 6

def working_dir
  @working_dir
end

Class Method Details

.clone_dir(project_slug, project_owner, project_name, is_git = false) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 221

def self.clone_dir(project_slug, project_owner, project_name, is_git = false)
  list_dirs = [project_name,
               project_name + "/.cnvrg"
  ]


  list_files = [
      project_name + "/.cnvrg/config.yml",
      project_name + "/.cnvrgignore",
  ]
  begin
    config = {project_name: project_name,
              project_slug: project_slug,
              owner: project_owner,
              git: is_git}
    FileUtils.mkdir_p list_dirs
    FileUtils.touch list_files
    cnvrgignore = Helpers.cnvrgignore_content


    File.open(project_name + "/.cnvrg/config.yml", "w+") {|f| f.write config.to_yaml}
    File.open(project_name + "/.cnvrgignore", "w+") {|f| f.write cnvrgignore}

  rescue
    return false
  end
  return true
end

.clone_dir_remote(project_slug, project_owner, project_name, is_git = false) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 271

def self.clone_dir_remote(project_slug, project_owner, project_name, is_git = false)
  cli = Cnvrg::CLI.new()
  begin
    list_dirs = [
        ".cnvrg"
    ]


    list_files = [
        ".cnvrg/config.yml",

    ]


    config = {project_name: project_name,
              project_slug: project_slug,
              owner: project_owner,
              git: is_git
    }
    FileUtils.mkdir_p list_dirs
    FileUtils.touch list_files


    File.open(".cnvrg/config.yml", "w+") {|f| f.write config.to_yaml}
    if !File.exist? ".cnvrgignore"
      FileUtils.touch ".cnvrgignore"
      list_files << ".cnvrgignore"
      cnvrgignore = Helpers.cnvrgignore_content
      File.open(".cnvrgignore", "w+") {|f| f.write cnvrgignore}


    end
    true
  rescue => e
    cli.log_message(e.message)
    cli.log_error(e)
    false
  end
end

.create(project_name, clean, with_docker = false, bucket: nil) ⇒ Object

Create project



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# File 'lib/cnvrg/project.rb', line 130

def self.create(project_name, clean, with_docker = false, bucket: nil)
  if clean
    list_dirs = [project_name, project_name + "/.cnvrg"]
  else

    list_dirs = [project_name,
                 project_name + "/models",
                 project_name + "/notebooks",
                 project_name + "/src",
                 project_name + "/src/visualizations",
                 project_name + "/src/features",
                 project_name + "/.cnvrg"
    ]
  end


  list_files = [
      project_name + "/README.md",
      project_name + "/.cnvrgignore",
      project_name + "/.cnvrg/config.yml"
  ]
  cnvrgreadme = Helpers.readme_content
  cnvrgignore = Helpers.cnvrgignore_content
  cnvrghyper = Helpers.hyper_content

  begin

    owner = Cnvrg::CLI.get_owner()
    response = Cnvrg::API.request("cli/create_project", 'POST', {title: project_name, owner: owner, is_docker: with_docker, bucket: bucket})
    Cnvrg::CLI.is_response_success(response)
    response = JSON.parse response["result"]
    project_slug = response["slug"]

    config = {project_name: project_name,
              project_slug: project_slug,
              owner: owner,
              docker: with_docker}
    FileUtils.mkdir_p list_dirs
    FileUtils.touch list_files

    File.open(project_name + "/.cnvrg/config.yml", "w+") {|f| f.write config.to_yaml}
    File.open(project_name + "/.cnvrgignore", "w+") {|f| f.write cnvrgignore}
    File.open(project_name + "/README.md", "w+") {|f| f.write cnvrgreadme}
    File.open(project_name + "/src/hyper.yaml", "w+") {|f| f.write cnvrghyper}

  rescue
    return false
  end
  return true
end

.link(owner, project_name, docker = false, git = false, bucket: nil) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 181

def self.link(owner, project_name, docker = false, git = false, bucket: nil)
  ignore_exits = File.exist? ".cnvrgignore"
  list_dirs = [".cnvrg"
  ]
  list_files = [
      ".cnvrg/config.yml"
  ]
  if !ignore_exits
    list_files <<
        ".cnvrgignore"
  end

  cnvrgreadme = Helpers.readme_content
  cnvrgignore = Helpers.cnvrgignore_content
  begin
    response = Cnvrg::API.request("cli/create_project", 'POST', {title: project_name, owner: owner, is_docker: docker, bucket: bucket})
    Cnvrg::CLI.is_response_success(response)
    response = JSON.parse response["result"]
    project_slug = response["slug"]

    config = {project_name: project_name,
              project_slug: project_slug,
              owner: owner,
              git: git}
    FileUtils.mkdir_p list_dirs
    FileUtils.touch list_files
    File.open(".cnvrg/config.yml", "w+") {|f| f.write config.to_yaml}
    File.open(".cnvrgignore", "w+") {|f| f.write cnvrgignore} unless ignore_exits
    if !File.exist? "README" and !File.exist? "README.md"
      FileUtils.touch ["README.md"]
      File.open("README.md", "w+") {|f| f.write cnvrgreadme}
    end

  rescue => e
    puts e
    return false
  end
  return true
end

.stop_if_project_present(project_home, project_name) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 811

def self.stop_if_project_present(project_home, project_name)
  cli = Cnvrg::CLI.new()
  config = YAML.load_file(project_home + "/.cnvrg/config.yml")
  local_commit = YAML.load_file(project_home + "/.cnvrg/idx.yml")[:commit] rescue nil
  return if local_commit.blank?
  if config[:project_name] == project_name
    cli.log_message("Project already present, clone aborted")
    exit(0)
  end
rescue => e
  nil
end

.verify_cnvrgignore_exist(project_name, remote) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 250

def self.verify_cnvrgignore_exist(project_name, remote)
  path = ".cnvrgignore"
  if !File.exist? path
    path = "#{project_name}/.cnvrgignore"
  end
  ignore_exits = File.exist? path
  if !ignore_exits
    begin
      list_files = [
          path
      ]
      FileUtils.touch list_files
      cnvrgignore = Helpers.cnvrgignore_content
      File.open(path, "w+") {|f| f.write cnvrgignore}
    rescue => e
      return false
    end

  end
end

Instance Method Details

#base_resource ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 28

def base_resource
  "users/#{@owner}/projects/#{@slug}/"
end

#check_job_pod_restart(job_type: nil, job_id: nil) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 781

def check_job_pod_restart(job_type: nil, job_id: nil)
  job_type ||= ENV['CNVRG_JOB_TYPE']
  job_id ||= ENV['CNVRG_JOB_ID']
  if job_type.blank? or job_id.blank?
    raise StandardError.new("Cant find job env variables")
  end
  resp = Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/jobs/#{job_type.underscore}/#{job_id}/check_pod_restart", "GET", {job_type: job_type, job_id: job_id})
  return [false, false] if resp.blank?
  Cnvrg::Logger.log_info("Checked for pod restart got response #{resp}")
  [resp['project_downloaded'], resp['dataset_downloaded']]
end

#check_machine(machine) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 689

def check_machine(machine)
  Cnvrg::Logger.log_info("Check if #{machine} machine exists")
  machines = get_machines
  return true if machines.blank?
  machines.include? machine
end

#clone(remote = 0, commit) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 490

def clone(remote = 0, commit)
  response = Cnvrg::API.request("users/#{self.owner}/projects/#{self.slug}/clone", 'POST', {project_slug: self.slug, remote: remote, commit: commit})
  return response
end

#compare_commit(commit) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 594

def compare_commit(commit)
  if commit.nil? or commit.empty?
    commit = last_local_commit
  end
  response = Cnvrg::API.request("users/#{self.owner}/projects/#{self.slug}/commit/compare", 'POST', {current_commit: commit})
  CLI.is_response_success(response, false)
  update_is_new_branch(response["result"]["new_branch"])
  return response["result"]["new_branch"]
end

#compare_idx(new_branch, force: false, deploy: false, in_exp: false, specific_files: [], download: false) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 508

def compare_idx(new_branch, force:false, deploy: false, in_exp:false, specific_files: [], download: false)
  is_download = download
  if is_download
    local_idx = self.get_idx
  else
    #upload
    local_idx = self.generate_idx(deploy: deploy, files: specific_files)
  end

  commit = local_idx[:commit]
  tree = local_idx[:tree]
  ignore_list = self.send_ignore_list()
  if force or specific_files.present?
    added = []
    if tree.present?
      added += local_idx[:tree].keys
    end
    response = { "result" => { "commit" => nil, "tree" => { "added" => added,
                                                            "updated_on_server" => [],
                                                            "updated_on_local" => [],
                                                            "update_local" => [],
                                                            "deleted" => [],
                                                            "conflicts" => [] } } }
    return response
  end
  #we dont want to send it on download - we only compare between commits sha1 in download.
  if is_download
    #the new server doesnt need the tree, but the old probably needs :X
    local_idx[:tree] = {} if Cnvrg::Helpers.server_version > 0
  end

  response = Cnvrg::API.request(@base_resource + "status", 'POST', {idx: local_idx, new_branch: new_branch,
                                                                    current_commit: commit, ignore: ignore_list, force: force, in_exp: in_exp, download: download})

  CLI.is_response_success(response, true)
  if is_download
    if Cnvrg::Helpers.server_version > 0
      #trying to optimize the download using resolver
      resolve = response['result']['tree']['resolver'] || tree #tree of file -> sha1 from current commit to check conflicts
      destination_files = response['result']['tree']['destination'] || {} #tree of file -> sha1 from last commit to check files that already downloaded
    else
      resolve = tree
      destination_files = {}
    end
    @files = self.get_files
    local_tree = @files.calculate_sha1(resolve.keys)
    changed_files = resolve.keys.select {|file| local_tree[file] != resolve[file]}

    # means that the user changed the file locally
    response['result']['tree']['update_local'] = changed_files

    # means that we already downloaded this file and we dont need it anymore
    downloaded_files = destination_files.keys.select {|file| local_tree[file] == destination_files[file]}
    response['result']['tree']['added'] -= downloaded_files
    response['result']['tree']['updated_on_server'] -= downloaded_files
  end
  Cnvrg::Logger.log_json(response, msg: "Comparing IDX response(tree)")
  return response
end

#deploy(file_to_run, function, input_params, commit_to_run, instance_type, image_slug, scheduling_query, local_timestamp, workers, file_input, title) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 615

def deploy(file_to_run, function, input_params, commit_to_run, instance_type, image_slug, scheduling_query, local_timestamp, workers, file_input, title)
  response = Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/deploy", 'POST', {file_to_run: file_to_run, function: function,
                                                                                     image_slug: image_slug, input_params: input_params,
                                                                                     commit_sha1: commit_to_run,
                                                                                     instance_type: instance_type,
                                                                                     scheduling_query: scheduling_query,
                                                                                     local_timestamp: local_timestamp,
                                                                                     workers: workers, file_input: file_input,
                                                                                     title: title})
  return response
end

#fetch_project ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 697

def fetch_project
  resp = Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/get_project", "GET")
  res = JSON.parse(resp['result']) rescue nil
  return if res.blank?
  config = self.get_config
  config[:is_git] = res['git']
  config[:project_name] = res['title']
  self.set_config(config)
end

#fetch_webapp_slugs(webapp_slug, slugs: nil) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 648

def fetch_webapp_slugs(webapp_slug, slugs: nil)
  response = Cnvrg::API_V2.request("#{self.owner}/projects/#{self.slug}/webapps/#{webapp_slug}" , 'GET')
  return response["experiments"]
rescue
  slugs
end

#generate_git_diff ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 374

def generate_git_diff
  git_diff = `git diff --name-only`
  git_diff.split("\n")
rescue
  []
end

#generate_idx(deploy: false, files: []) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 422

def generate_idx(deploy: false, files: [])
  if File.exists? "#{self.local_path}/.cnvrg/idx.yml"
    old_idx = YAML.load_file("#{self.local_path}/.cnvrg/idx.yml") rescue {:tree => {}, :commit => nil}
  else
    old_idx = {:tree => {}, :commit => nil}
  end

  tree_idx = Hash.new(0)

  ### if file specified, just take them, dont calculate everything from scratch
  list_ignore = self.get_ignore_list()
  if files.blank?
    list = Dir.glob("#{self.local_path}/**/*", File::FNM_DOTMATCH).reject {|x| (x =~ /\/\.{1,2}$/) or (x =~ /^#{self.local_path}\/\.cnvrg\/*/) or (x =~ /^#{self.local_path}\/\.git\/*/) or (x =~ /^#{self.local_path}\/\.cnvrgignore.conflict*/) and not (x =~ /^#{self.local_path}\/\.cnvrgignore/)}
  else
    list = files
  end
  if deploy
    list_ignore += ["main.py", "main.pyc", "__init__.py", "uwsgi.ini"]
    list_ignore.flatten!
  end
  list_ignore_new = list_ignore.map{|x| x.gsub("//","/")} rescue []
  # list.each do |e|
  Parallel.map(list, in_threads: IDXParallelThreads) do |e|
    label = e.sub(self.local_path + "/", "")

    if list_ignore_new.include? label
      next
    end
    if File.directory? e
      dir_name = (label.ends_with? "/") ? label : (label + "/")
      tree_idx[dir_name] = nil
    else
      file_in_idx = old_idx[:tree][label] rescue nil
      last_modified = File.mtime(e).to_f
      if file_in_idx.present? and last_modified == file_in_idx[:last_modified]
        sha1 = file_in_idx[:sha1]
      else
        sha1 = OpenSSL::Digest::SHA1.file(e).hexdigest
      end

      if old_idx.nil? or old_idx.to_h[:tree].nil?
        tree_idx[label] = {sha1: sha1, commit_time: nil, last_modified: last_modified}
      elsif file_in_idx.nil? or file_in_idx[:sha1] != sha1 or file_in_idx[:last_modified].blank? or file_in_idx[:last_modified] != last_modified
        tree_idx[label] = {sha1: sha1, commit_time: nil, last_modified: last_modified}
      else
        tree_idx[label] = old_idx[:tree][label]
      end
    end
  end
  old_idx[:tree] = tree_idx
  File.open("#{self.local_path}/.cnvrg/idx.yml", 'w') {|f| f.write old_idx.to_yaml}
  return YAML.load_file("#{self.local_path}/.cnvrg/idx.yml")
end

#generate_output_dir(output_dir) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 381

def generate_output_dir(output_dir)
  Cnvrg::Logger.log_info("Generating output dir for #{output_dir}")
  upload_list = []
  list = Dir.glob("/cnvrg/#{output_dir}/**/*", File::FNM_DOTMATCH)
  Parallel.map(list, in_threads: IDXParallelThreads) do |e|
    next if e.end_with? "/."
    if File.directory? e

      upload_list << e + "/"
    else
      upload_list << e
    end
  end
  if Dir.exists? output_dir
    upload_list << output_dir + "/"
  end
  Cnvrg::Logger.log_info("Uploading: #{upload_list.join(", ")}")
  upload_list
end

#generate_output_dir_tmp(output_dir) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 401

def generate_output_dir_tmp(output_dir)
  upload_list = []
  list = Dir.glob("#{output_dir}/**/*", File::FNM_DOTMATCH)
  Parallel.map(list, in_threads: IDXParallelThreads) do |e|
    next if e.end_with? "/."
    if File.directory? e

      next
    else
      upload_list << e
    end
  end
  # if Dir.exists? output_dir
  #   upload_list << output_dir + "/"
  # end


  return upload_list

end

#get_config ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 326

def get_config
  YAML.load_file(@working_dir + "/.cnvrg/config.yml") rescue {}
end

#get_experiment(slug) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 641

def get_experiment(slug)
  response = Cnvrg::API.request("users/#{self.owner}/projects/#{self.slug}/experiments/#{slug}", 'GET')
  response['status']=200
  CLI.is_response_success(response)
  return response
end

#get_experiments ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 634

def get_experiments
  response = Cnvrg::API.request("users/#{self.owner}/projects/#{self.slug}/experiments/list", 'GET')
  CLI.is_response_success(response)
  return response
end

#get_files ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 568

def get_files
  Cnvrg::Files.new(self.owner, self.slug, project_home: @local_path)
end

#get_idx ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 476

def get_idx
  unless File.exists? "#{self.local_path}/.cnvrg/idx.yml"
    empty_idx = {:commit => nil, :tree => {}}
    File.open("#{self.local_path}/.cnvrg/idx.yml", 'w') {|f| f.write empty_idx.to_yaml}
    return empty_idx
  end
  YAML.load_file("#{self.local_path}/.cnvrg/idx.yml")
end

#get_ignore_list ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 61

def get_ignore_list
  ignore_list = []
  if !File.exist? self.local_path + "/.cnvrgignore"
    return ignore_list
  end
  File.open(self.local_path + "/.cnvrgignore", "r").each_line do |line|
    line = line.strip
    if line.start_with? "#" or ignore_list.include? line or line.empty?
      next
    end
    if line.end_with? "*"
      list_regex = Dir.glob("**/#{line}", File::FNM_DOTMATCH).flatten
      list_regex.each do |l|
        ignore_list << l
        if File.directory?(l)
          all_sub = Dir.glob("#{line}/**/*", File::FNM_DOTMATCH).flatten

          ignore_list << all_sub.flatten
        end

      end
    elsif line.end_with? "/*"
      line = line.gsub("/*", "")
      regex_list = Dir.glob("**/#{line}/**/*", File::FNM_DOTMATCH).flatten
      ignore_list << regex_list
    elsif line.include? "*"
      regex_list = Dir.glob("**/#{line}").flatten
      ignore_list << regex_list
    elsif line.end_with? "/" or File.directory?(line)
      ignore_list << line
      all_sub = Dir.glob("#{line}/**/*", File::FNM_DOTMATCH).flatten

      ignore_list << all_sub.flatten

    else
      ignore_list << line
    end
  end
  return ignore_list.flatten

end

#get_job_last_commit(job_type, job_id) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 501

def get_job_last_commit(job_type, job_id)
  base_url = "users/#{self.owner}/projects/#{self.slug}/jobs/#{job_type.underscore}/#{job_id}"
  resp = Cnvrg::API.request("#{base_url}/last_commit", "GET")
  commit = resp["commit"]
  return commit
end

#get_latest_commit ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 352

def get_latest_commit
  resp = clone(0, '')

  resp['result']['commit']
end

#get_machine_activity ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 761

def get_machine_activity
  begin
    machine_activity = File.open("#{@local_path}/.cnvrg/machine_activity", "rb").read
    machine_activity = machine_activity.to_s.strip
    ma_id = machine_activity.to_i
    return ma_id
  rescue
    return nil
  end
end

#get_machines ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 675

def get_machines
  init_machines if @machines.nil?
  @machines = false if @machines.nil?
  @machines || []
end

#get_new_branch ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 317

def get_new_branch
  begin
    config = YAML.load_file(@working_dir + "/.cnvrg/config.yml")
    return config[:new_branch]
  rescue => e
    return false
  end
end

#get_storage_client ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 330

def get_storage_client
  response = Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/client", 'GET')
  if Cnvrg::CLI.is_response_success(response, false)

    client_params = response['client']
  else

    client_params = get_storage_client_fallback
  end

  Cnvrg::Downloader::Client.factory(client_params)
end

#get_storage_client_fallback ⇒ Object

Raises:

  • (StandardError) 


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# File 'lib/cnvrg/project.rb', line 343

def get_storage_client_fallback
  response = Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/download_files", "POST", {files: [], commit: get_latest_commit})
  raise StandardError.new("Can't find project credentials") unless Cnvrg::CLI.is_response_success(response, false)
  files = response['result']
  storage = files['is_s3'] ? 's3' : 'minio'
  files['storage'] = storage
  files
end

#git_download_commit(commit) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 495

def git_download_commit(commit)
  response = Cnvrg::API.request("users/#{self.owner}/projects/#{self.slug}/git_download_commit", 'POST', {commit_sha1: commit})
  CLI.is_response_success(response, true)
  return response
end

#init_machines ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 668

def init_machines
  Cnvrg::Logger.log_info("Init machines.")
  resp = Cnvrg::API.request("users/#{@owner}/machines", "GET")
  return unless Cnvrg::CLI.is_response_success(resp, false)
  @machines = resp['result']['machines']
end

#job_commands ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 721

def job_commands
  job_type, job_id = ENV['CNVRG_JOB_TYPE'], ENV['CNVRG_JOB_ID']
  resp = Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/jobs/#{job_type.underscore}/#{job_id}/commands", "GET")
end

#job_log(logs, level: 'info', step: nil, job_type: nil, job_id: nil) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 707

def job_log(logs, level: 'info', step: nil, job_type: nil, job_id: nil)
  job_type ||= ENV['CNVRG_JOB_TYPE']
  job_id ||= ENV['CNVRG_JOB_ID']
  logs = [logs].flatten
  if job_type.blank? or job_id.blank?
    raise StandardError.new("Cant find job env variables")
  end
  logs.each_slice(10).each do |temp_logs|
    Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/jobs/#{job_type.underscore}/#{job_id}/log", "POST", {job_type: job_type, job_id: job_id, logs: temp_logs, log_level: level, step: step, timestamp: Time.now})
    sleep(1)
  end
end

#jump_idx(destination: self.last_local_commit) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 572

def jump_idx(destination: self.last_local_commit)
  local_idx = self.generate_idx
  ignore_list = self.send_ignore_list
  current_commit = local_idx[:commit]
  tree = local_idx[:tree]
  response = Cnvrg::API.request("users/#{self.owner}/projects/#{self.slug}/jump_to",
                                'POST',
                                {tree: tree, ignore: ignore_list,
                                 dest_commit: destination, current_commit: current_commit})
  CLI.is_response_success(response, false)
  response
end

#last_local_commit ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 33

def last_local_commit
  YAML.load_file(@local_path + "/.cnvrg/idx.yml")[:commit] rescue nil
end

#list_commits ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 627

def list_commits
  response = Cnvrg::API.request("users/#{self.owner}/projects/#{self.slug}/commits/list", 'GET')
  CLI.is_response_success(response)
  return response
end

#pre_job_pod_restart ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 793

def pre_job_pod_restart
  job_type ||= ENV['CNVRG_JOB_TYPE']
  job_id ||= ENV['CNVRG_JOB_ID']
  if job_type.blank? or job_id.blank?
    raise StandardError.new("Cant find job env variables")
  end
  Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/jobs/#{job_type.underscore}/#{job_id}/pre_pod_restart", "POST", {job_type: job_type, job_id: job_id})
end

#remove_new_branch ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 368

def remove_new_branch
  config = YAML.load_file(@working_dir + "/.cnvrg/config.yml")
  new_config = config.except(:new_branch)
  File.open(@working_dir + "/.cnvrg/config.yml", "w+") {|f| f.write new_config.to_yaml}
end

#revert(working_dir) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 664

def revert(working_dir)
  FileUtils.rm_rf working_dir
end

#send_ignore_list ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 103

def send_ignore_list()
  begin
    ignore_list = []
    File.open(self.local_path + "/.cnvrgignore", "r").each_line do |line|
      line = line.strip
      if line.start_with? "#" or ignore_list.include? line or line.empty?
        next
      end
      if line.end_with? "/"
        ignore_list << line.gsub("/", "")
        ignore_list << line + "."
      elsif line.include? "*"
        line = line.gsub("*", ".*")
        ignore_list << line
      else
        ignore_list << line
      end
    end
    return ignore_list.flatten
  rescue
    return []
  end

end

#send_restart_request(job_id: nil, job_type: nil, ma_id: nil) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 757

def send_restart_request(job_id: nil, job_type: nil, ma_id: nil)
  Cnvrg::API.request("#{base_resource}/spot_restart", 'POST', {job_type: job_type, job_id: job_id, machine_activity: ma_id})
end

#set_config(config) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 358

def set_config(config)
  slug = config[:project_slug] rescue nil
  owner = config[:owner] rescue nil
  name = config[:project_name] rescue nil
  if slug.blank? or owner.blank? or name.blank?
    return
  end
  File.open(@working_dir + "/.cnvrg/config.yml", "w+") {|f| f.write config.to_yaml}
end

#set_idx(idx) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 485

def set_idx(idx)
  FileUtils.mkdir_p("#{self.local_path}/.cnvrg")
  File.open("#{self.local_path}/.cnvrg/idx.yml", 'w') {|f| f.write idx.to_yaml}
end

#set_job_pod_restart(job_type: nil, job_id: nil) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 772

def set_job_pod_restart(job_type: nil, job_id: nil)
  job_type ||= ENV['CNVRG_JOB_TYPE']
  job_id ||= ENV['CNVRG_JOB_ID']
  if job_type.blank? or job_id.blank?
    raise StandardError.new("Cant find job env variables")
  end
  Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/jobs/#{job_type.underscore}/#{job_id}/set_pod_restart", "POST", {job_type: job_type, job_id: job_id})
end

#set_job_started ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 802

def set_job_started
  job_type ||= ENV['CNVRG_JOB_TYPE']
  job_id ||= ENV['CNVRG_JOB_ID']
  if job_type.blank? or job_id.blank?
    raise StandardError.new("Cant find job env variables")
  end
  Cnvrg::API.request("users/#{@owner}/projects/#{@slug}/jobs/#{job_type.underscore}/#{job_id}/set_started", "POST", {job_type: job_type, job_id: job_id})
end

#set_on_branch(is_latest) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 585

def set_on_branch(is_latest)
  config = YAML.load_file(@working_dir + "/.cnvrg/config.yml")
  @is_branch = !is_latest
  config[:is_branch] = @is_branch

  File.open(@working_dir + "/.cnvrg/config.yml", 'w') {|f| f.write config.to_yaml}

end

#spot_will_terminate ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 726

def spot_will_terminate
  restart = false
  config = self.get_config
  # logic that will prevent multiple restart calls
  if config[:spot_taken]
    return false
  end
  begin
    url = URI.parse('http://169.254.169.254/latest/meta-data/spot/termination-time')
    req = Net::HTTP::Get.new(url.to_s)
    res = Net::HTTP.start(url.host, url.port) {|http|
      http.request(req)
    }
    unless res.body.include? "404"
      restart = true
    end
    if res.body.include? "Empty reply from server"
      restart = false
    end
  rescue
    restart = false
  end

  if restart
    config[:spot_taken] = true
    self.set_config(config)
  end

  return restart
end

#update_idx_with_commit!(commit, latest: nil) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 655

def update_idx_with_commit!(commit, latest: nil)
  idx_hash = self.get_idx
  idx_hash[:commit] = commit
  self.set_on_branch(latest) unless latest.nil?

  File.open("#{self.local_path}/.cnvrg/idx.yml", 'w') {|f| f.write idx_hash.to_yaml}
  return true
end

#update_idx_with_files_commits!(files, commit_time) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 604

def update_idx_with_files_commits!(files, commit_time)

  idx_hash = YAML.load_file("#{self.local_path}/.cnvrg/idx.yml")
  files.each do |path|
    idx_hash[:tree].to_h[path].to_h[:commit_time] = commit_time
  end
  File.open("#{self.local_path}/.cnvrg/idx.yml", 'w') {|f| f.write idx_hash.to_yaml}

  return true
end

#update_ignore_list(new_ignore) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 43

def update_ignore_list(new_ignore)
  if new_ignore.nil? or new_ignore.empty?
    return true
  end
  list = new_ignore.split(",")
  begin
    File.open(self.local_path + "/.cnvrgignore", "a+") do |f|
      f.puts("\n")
      list.each do |i|
        f.puts("#{i}\n")
      end
    end
    return true
  rescue
    return false
  end
end

#update_is_new_branch(new_branch) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 311

def update_is_new_branch(new_branch)
  config = YAML.load_file(@working_dir + "/.cnvrg/config.yml")
  config[:new_branch] = new_branch
  File.open(@working_dir + "/.cnvrg/config.yml", "w+") {|f| f.write config.to_yaml}
end

#update_job_jupyter_token(job_type, job_id, token) ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 682

def update_job_jupyter_token(job_type, job_id, token)
  owner = self.owner || ENV['CNVRG_OWNER']
  slug = self.slug || ENV['CNVRG_PROJECT']
  base_url = "users/#{owner}/projects/#{slug}/jobs/#{job_type.underscore}/#{job_id}"
  Cnvrg::API.request("#{base_url}/update_jupyter_token", "POST", {token: token})
end

#url ⇒ Object 



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# File 'lib/cnvrg/project.rb', line 38

def url
  url = Cnvrg::Helpers.remote_url
  "#{url}/#{self.owner}/projects/#{self.slug}"
end