Class: Cnvrg::Images
- Inherits:
-
Object
- Object
- Cnvrg::Images
- Defined in:
- lib/cnvrg/Images.rb
Class Method Summary collapse
- .commit_custom_image(owner, slug, logs) ⇒ Object
- .create_new_custom_image(type, owner, image_name, is_public, is_base, image_extend, python3, tar_path) ⇒ Object
- .create_new_custom_image_with_docker(type, owner, image_name, is_public, is_base, image_extend, python3, tar_path, files) ⇒ Object
- .image_exist(owner, image_name) ⇒ Object
- .revoke_custom_new_image(owner, slug) ⇒ Object
- .ssh_to_machine(resp) ⇒ Object
Instance Method Summary collapse
- #container_port ⇒ Object
- #create_container(port = 7654, is_remote = false) ⇒ Object
- #create_custom_image(new_image_name, working_dir, stored_commands) ⇒ Object
- #find_image(update = true) ⇒ Object
- #get_bash_history ⇒ Object
- #get_container(stop = false) ⇒ Object
- #get_image_state ⇒ Object
- #get_installed_packages(repo) ⇒ Object
- #handle_image_activity ⇒ Object
-
#initialize ⇒ Images
constructor
A new instance of Images.
- #is_container_exist ⇒ Object
- #new_machine(instance_type) ⇒ Object
- #note_slug ⇒ Object
- #remote_notebook(notebook_path, instance_type, kernel, data, data_commit) ⇒ Object
- #remove_note_slug ⇒ Object
- #save_docker_image(image_id) ⇒ Object
- #save_installed_libraries(container) ⇒ Object
- #set_note_url(note_slug) ⇒ Object
- #store_image_build_commands(working_dir, cmd) ⇒ Object
- #update_image(image_name, container, image_slug) ⇒ Object
- #update_image_activity(commit, exp_slug) ⇒ Object
- #update_slug(slug) ⇒ Object
- #upload_docker_image(image_path, image_name, workdir, user, description, is_gpu) ⇒ Object
Constructor Details
#initialize ⇒ Images
Returns a new instance of Images.
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# File 'lib/cnvrg/Images.rb', line 13 def initialize() begin home_dir = File.('~') config = YAML.load_file(home_dir+"/.cnvrg/config.yml") @owner = config.to_h[:owner] @username = config.to_h[:username] rescue => e @owner = "" @username = "" Cnvrg::Logger.log_info("cnvrg is not configured") end end |
Class Method Details
.commit_custom_image(owner, slug, logs) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 174 def self.commit_custom_image(owner,slug,logs) response = Cnvrg::API.request("users/#{owner}/images/#{slug}/commit_custom_image", 'POST', {image_logs:logs}) return response end |
.create_new_custom_image(type, owner, image_name, is_public, is_base, image_extend, python3, tar_path) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 136 def self.create_new_custom_image(type,owner,image_name,is_public,is_base,image_extend,python3,tar_path) response = Cnvrg::API.request("users/#{owner}/images/custom", 'POST', {instance_type:type,image_name:image_name,is_public:is_public, is_base:is_base,image_extend:image_extend, python3:python3}) return response end |
.create_new_custom_image_with_docker(type, owner, image_name, is_public, is_base, image_extend, python3, tar_path, files) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 143 def self.create_new_custom_image_with_docker(type,owner,image_name,is_public,is_base,image_extend,python3,tar_path,files) file_name = File.basename tar_path file_size = File.size(tar_path).to_f mime_type = MimeMagic.by_path(tar_path) content_type = !(mime_type.nil? or mime_type.text?) ? mime_type.type : "text/plain" upload_resp = Cnvrg::API.request("/users/#{owner}/images/upload_docker", 'POST_FILE', {absolute_path: tar_path, relative_path: tar_path, file_name: file_name, file_size: file_size, file_content_type: content_type, image_name:image_name,is_public:is_public, is_base:is_base,image_extend:image_extend, python3:python3 }) if Cnvrg::CLI.is_response_success(upload_resp, false) path = upload_resp["result"]["path"] s3_res = files.upload_small_files_s3(path, tar_path, content_type) if s3_res image_slug = upload_resp["result"]["id"] response = Cnvrg::API.request("users/#{owner}/images/#{image_slug}/build", 'POST', {instance_type:type,image_extend:image_extend}) end end end |
.image_exist(owner, image_name) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 110 def self.image_exist(owner, image_name) image_res = Cnvrg::API.request("users/#{owner}/images/" + "find", 'POST', {image_name: image_name}) if Cnvrg::CLI.is_response_success(image_res) image= image_res["result"]["image"] return image else return false end end |
.revoke_custom_new_image(owner, slug) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 170 def self.revoke_custom_new_image(owner,slug) response = Cnvrg::API.request("users/#{owner}/images/#{slug}/revoke_image", 'GET') return response end |
.ssh_to_machine(resp) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 178 def self.ssh_to_machine(resp) sts_path = resp["result"]["sts_path"] uri = URI.parse(sts_path) http_object = Net::HTTP.new(uri.host, uri.port) http_object.use_ssl = true if uri.scheme == 'https' request = Net::HTTP::Get.new(sts_path) body = "" http_object.start do |http| response = http.request request body = response.read_body end URLcrypt::key = [body].pack('H*') ip = URLcrypt.decrypt(resp["result"]["machine_i"]) user = URLcrypt.decrypt(resp["result"]["machine_u"]) key = URLcrypt.decrypt(resp["result"]["machine_k"]) tempssh = Tempfile.new "sshkey" tempssh.write open(key).read tempssh.rewind key_path = tempssh.path count = 0 while count < 5 begin ssh = Net::SSH.start(ip, user=user, :keys => key_path, :timeout => 10) if !ssh.nil? return ssh else count+=1 sleep(2) end rescue count+=1 sleep(2) end end if tempssh tempssh.close tempssh.unlink end return false end |
Instance Method Details
#container_port ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 101 def container_port() config = YAML.load_file(@working_dir+"/.cnvrg/config.yml") if config[:container].nil? return false else return config[:port] end end |
#create_container(port = 7654, is_remote = false) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 307 def create_container(port=7654, is_remote=false) begin image_settings = { 'Image' => "#{@image_name}:latest", 'User' => 'ds', 'Cmd' => '/usr/local/cnvrg/run_ipython.sh', 'WorkingDir' => '/home/ds/notebooks', 'ExposedPorts' => { '8888/tcp' => {}, }, 'HostConfig' => { 'Binds' => ["#{@working_dir}:/home/ds/notebooks"], 'PortBindings' => { '8888/tcp' => [ {'HostPort' => "#{port}", 'HostIp' => 'localhost'} ], }, }, } container = Docker::Container.create(image_settings) container.start() netrc = File.open(File.('~')+"/.netrc", "rb") netrc_content = netrc.read container.store_file("/home/ds/.netrc", netrc_content) command = ["/bin/bash", "-lc", "sudo chmod 600 /home/ds/.netrc"] p = container.exec(command, tty: true) command = ["/bin/bash", "-lc", "sudo chown -R ds /home/ds/.netrc"] p = container.exec(command, tty: true) config = File.open(File.('~')+"/.cnvrg/config.yml", "rb") config_content = config.read container.store_file("/home/ds/.cnvrg/config.yml", config_content) command = ["/bin/bash", "-lc", "sudo chown -R ds /home/ds/.cnvrg"] container.exec(command, tty: true) # Libraries instlled save_installed_libraries(container) config = {project_name: @project_name, project_slug: @project_slug, owner: @owner, docker: true, image_base: @image_name, image_tag: @image_tag, container: container.id, port: port, image_slug: @image_slug} File.open(@working_dir+"/.cnvrg/config.yml", "w+") { |f| f.write config.to_yaml } return container rescue => e if e..include? "is not running" return create_container(port-1) end return false rescue SignalException say "\nAborting", Thor::Shell::Color::RED exit(1) end end |
#create_custom_image(new_image_name, working_dir, stored_commands) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 232 def create_custom_image(new_image_name,working_dir,stored_commands) python2_arr = get_installed_packages("python2") py2 = python2_arr.join(",") unless python2_arr.nil? or python2_arr.empty? python3_arr = get_installed_packages("python3") py3 = python3_arr.join(",") unless python3_arr.nil? or python3_arr.empty? system_arr = get_installed_packages("system") sys = system_arr.join(",") unless system_arr.nil? or system_arr.empty? response = Cnvrg::API.request("users/#{@owner}/projects/#{@project_slug}/images/push", 'POST', {image_slug: @image_slug, py2: py2,py3:py3, dpkg: sys, new_image_name: new_image_name, run_commands:stored_commands}) if Cnvrg::CLI.is_response_success(response) and !response["result"]["slug"].nil? container = get_container() name = response["result"]["name"] container = get_container() container.commit({repo:name,tag:"latest"}) update_image(name+":latest", container, response["result"]["slug"]) File.truncate(working_dir+"/.cnvrg/custom_image.txt", 0) end return true end |
#find_image(update = true) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 429 def find_image(update=true) config = YAML.load_file(@working_dir+"/.cnvrg/config.yml") image_slug = config[:image_slug] if image_slug.nil? or image_slug.empty? image_res = Cnvrg::API.request("users/#{@owner}/images/" + "find", 'POST', {image_name: @image_name}) if Cnvrg::CLI.is_response_success(image_res) image_slug = image_res["result"]["image"]["slug"] update_slug(image_slug) unless !update return image_slug end else return image_slug end end |
#get_bash_history ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 408 def get_bash_history container = get_container() command = ["/bin/bash", "-lc", "cat /home/ds/.bash_history"] history = container.exec(command, tty: true)[0][0] if history.include? "No such file" history = "" end return history end |
#get_container(stop = false) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 273 def get_container(stop=false) begin container_id=is_container_exist() if !container_id return create_container() else container = Docker::Container.get(container_id) status = container.json["State"]["Status"] if status == "running" return container else if stop return false end res = container.start() if res.info["State"]["Status"].eql? "exited" and res.info["State"]["Error"].include? "port is already allocated" return create_container() end return container end end rescue => e if e..include? "No such container" return create_container() else return false end end end |
#get_image_state ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 419 def get_image_state python_arr = self.get_installed_packages("python") py = python_arr.join(",") unless python_arr.nil? or python_arr.empty? system_arr = self.get_installed_packages("system") sys = system_arr.join(",") unless system_arr.nil? or system_arr.empty? # bash_history = self.get_bash_history diff = [py, sys] end |
#get_installed_packages(repo) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 391 def get_installed_packages(repo) container = get_container() case repo when "python2" command = ['/bin/bash', '-lc', '/opt/ds/bin/pip freeze'] when "python3" command = ['/bin/bash', '-lc', '/opt/ds3/bin/pip3 freeze'] when "system" command = ["/bin/bash", "-lc", "dpkg -l | grep '^ii' | awk '{print $2\"==\"$3}'"] end libs = container.exec(command, tty: true)[0] libs_arr = libs.join("").split("\r\n") return libs_arr end |
#handle_image_activity ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 486 def handle_image_activity home_dir = File.('~') zip_dir = "#{home_dir}/.cnvrg/tmp/config.zip" compress = `zip -j #{zip_dir} #{home_dir}/.netrc #{home_dir}/.cnvrg/config.yml` @files = Cnvrg::Files.new(@owner, @project_slug) res_id = @files.upload_exec_file(zip_dir, @image_name, @commit_id) FileUtils.remove zip_dir return res_id end |
#is_container_exist ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 93 def is_container_exist() config = YAML.load_file(@working_dir+"/.cnvrg/config.yml") if config[:container].nil? return false end return config[:container] end |
#new_machine(instance_type) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 474 def new_machine(instance_type) title = "#{instance_type} auto created by cli" response = Cnvrg::API.request("users/#{@owner}/machines/new", 'POST', {machine_name: title, instance_type: instance_type}) return Cnvrg::CLI.is_response_success(response) end |
#note_slug ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 451 def note_slug config = YAML.load_file(@working_dir+"/.cnvrg/config.yml") note_slug = config[:notebook_slug] if note_slug.nil? or note_slug.empty? return false else return note_slug end end |
#remote_notebook(notebook_path, instance_type, kernel, data, data_commit) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 381 def remote_notebook(notebook_path, instance_type, kernel,data,data_commit) response = Cnvrg::API.request("users/#{@owner}/images/#{@image_slug}/remote_notebook", 'POST', {dir: notebook_path, project_slug: @project_slug, instance_type: instance_type, kernel: kernel, dataset_slug:data, dataset_commit: data_commit}) return response end |
#remove_note_slug ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 460 def remove_note_slug config = YAML.load_file(@working_dir+"/.cnvrg/config.yml") config[:notebook_slug] = "" File.open(@working_dir+"/.cnvrg/config.yml", "w+") { |f| f.write config.to_yaml } end |
#save_docker_image(image_id) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 87 def save_docker_image(image_id) image_res = Cnvrg::API.request("users/#{@owner}/images/#{image_id}/save" , 'POST', {}) Cnvrg::CLI.is_response_success(image_res, true) return image_res end |
#save_installed_libraries(container) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 367 def save_installed_libraries(container) begin command = ['/bin/bash', '-lc', '/opt/ds/bin/pip freeze'] pip = container.exec(command, tty: true)[0] command = ["/bin/bash", "-lc", "dpkg -l | grep '^ii' | awk '{print $2\"==\"$3}'"] dpkg = container.exec(command, tty: true)[0] File.open(@working_dir+"/.cnvrg/pip_base.txt", "w+") { |f| f.write pip } File.open(@working_dir+"/.cnvrg/dpkg_base.txt", "w+") { |f| f.write dpkg } rescue => e end end |
#set_note_url(note_slug) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 446 def set_note_url(note_slug) config = YAML.load_file(@working_dir+"/.cnvrg/config.yml") config[:notebook_slug] = note_slug File.open(@working_dir+"/.cnvrg/config.yml", "w+") { |f| f.write config.to_yaml } end |
#store_image_build_commands(working_dir, cmd) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 122 def store_image_build_commands(working_dir, cmd) begin custom_image_file = working_dir+"/.cnvrg/custom_image.txt" if !File.exist? custom_image_file FileUtils.touch [custom_image_file] end File.open(custom_image_file, 'a' ) do |f| f.puts cmd end rescue end end |
#update_image(image_name, container, image_slug) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 258 def update_image(image_name, container, image_slug) config = YAML.load_file(@working_dir+"/.cnvrg/config.yml") @image_name = image_name if !@image_name.nil? and !@image_name.empty? @image_name = image_name[0, image_name.index(":")] @image_tag = image_name[image_name.index(":")+1, image_name.size] end config = {project_name: config[:project_name], project_slug: config[:project_slug], owner: config[:owner], docker: true, image_base: @image_name, image_tag: @image_tag, container: container.id, image_slug: image_slug} File.open(@working_dir+"/.cnvrg/config.yml", "w+") { |f| f.write config.to_yaml } end |
#update_image_activity(commit, exp_slug) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 481 def update_image_activity(commit, exp_slug) response = Cnvrg::API.request("users/#{@owner}/images/#{@image_slug}/update_activity", 'POST', {commit: commit, project_slug: @project_slug, experiment: exp_slug}) return Cnvrg::CLI.is_response_success(response) end |
#update_slug(slug) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 468 def update_slug(slug) config = YAML.load_file(@working_dir+"/.cnvrg/config.yml") config[:image_slug] = slug File.open(@working_dir+"/.cnvrg/config.yml", "w+") { |f| f.write config.to_yaml } end |
#upload_docker_image(image_path, image_name, workdir, user, description, is_gpu) ⇒ Object
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# File 'lib/cnvrg/Images.rb', line 27 def upload_docker_image(image_path, image_name,workdir, user, description, is_gpu ) begin if image_name.present? and image_name.include? ":" image_split = image_name.split(":") image_name = image_split[0] image_tag = image_split[1] if image_tag.blank? image_tag = "latest" end if image_name.blank? Cnvrg::Logger.log_info("image_name: #{image_name} is not valid") return false end end if !File.exist? image_path Cnvrg::Logger.log_info("image_path: #{image_path} was not found") return false end is_dockerfile = (!image_path.end_with? ".tar") ? true : false file_name = File.basename image_path file_size = File.size(image_path).to_f mime_type = MimeMagic.by_path(image_path) content_type = mime_type.present? ? mime_type.type : "application/x-tar" image_res = Cnvrg::API.request("users/#{@owner}/images/upload" , 'POST_FILE', {image_name: image_name, image_tag: image_tag, workdir: workdir, user: user, description:description, is_gpu:is_gpu, file_name: file_name,relative_path:image_path, file_size: file_size, file_content_type: content_type, is_dockerfile: is_dockerfile }) Cnvrg::CLI.is_response_success(image_res, true) path = image_res["result"]["path"] image_id = image_res["result"]["image_id"] props = Cnvrg::Helpers.get_s3_props(image_res["result"]) if props.is_a? Cnvrg::Result return false end client = props[:client] = props[:upload_options] bucket = Aws::S3::Resource.new(client: client).bucket(props[:bucket]) resp = bucket.object(path). upload_file(image_path, ) unless resp raise Exception.new("Cant upload #{image_path}") return false end return save_docker_image(image_id) rescue => e Cnvrg::Logger.log_error(e) return false end end |