Class: Cnvrg::Datafiles

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

Constant Summary collapse

LARGE_FILE = 
1024*1024*5
MULTIPART_SPLIT = 
10000000

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(owner, dataset_slug, dataset: nil) ⇒ Datafiles

Returns a new instance of Datafiles.



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# File 'lib/cnvrg/datafiles.rb', line 17

def initialize(owner, dataset_slug, dataset: nil)
  @dataset_slug = dataset_slug
  @owner = owner
  @dataset = dataset
  @base_resource = "users/#{owner}/datasets/#{dataset_slug}/"
  @downloader = @dataset.get_storage_client
end

Instance Attribute Details

#base_resource ⇒ Object (readonly)

Returns the value of attribute base_resource.



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# File 'lib/cnvrg/datafiles.rb', line 15

def base_resource
  @base_resource
end

Instance Method Details

#check_file_sha1(filename, org_sha1, tag: 'conflict') ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 25

def check_file_sha1(filename, org_sha1, tag: 'conflict')
  file_loc = "#{Dir.pwd}/#{filename}"
  sha1 =  OpenSSL::Digest::SHA1.file(file_loc).hexdigest
  return 0 if sha1 == org_sha1
  FileUtils.cp(file_loc, "#{file_loc}.#{tag}")
  return 1
end

#check_files_sha1(files, resolver, tag) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 49

def check_files_sha1(files, resolver, tag)
  conflicts = 0
  files.each do |file|
    next if file.ends_with? '/'
    sha1 = resolver.fetch(file, {}).fetch("sha1", nil)
    conflicts += self.check_file_sha1(file, sha1, tag: tag)
  end
  conflicts
end

#clone_in_chunks(commit: 'latest', chunk_size: 1000) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 895

def clone_in_chunks(commit: 'latest', chunk_size: 1000)
  begin

  end
end

#cp_ds ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 73

def cp_ds
  prefix = @dataset.get_dataset["bucket_prefix"]
  current_batch = @downloader.fetch_files(prefix: prefix, limit: 500)
  pbar = ProgressBar.create(:title => "Download Progress",
                                    :progress_mark => '=',
                                    :format => "%b%i| %c Files downloaded",
                                    :starting_at => 0,
                                    :total => nil,
                                    :autofinish => true)
  parallel_options = {
      in_threads: ParallelThreads,
      in_processes: Cnvrg::CLI::ParallelProcesses,
      isolation: true,
      finish: ->(*args) {pbar.progress += 1}
  }
  while current_batch.size > 0
    Parallel.map(current_batch, parallel_options) do |file|
      #current_batch.map do |file|
      next if file.end_with? "/"
      cutted_key = Cnvrg::Downloader::Clients::S3Client.cut_prefix(prefix, file)
      dest_path = File.join(@dataset.local_path, cutted_key)
      @downloader.download(file, dest_path, decrypt: false)
      file
    end
    marker = current_batch.last
    current_batch = @downloader.fetch_files(prefix: prefix, marker: marker, limit: 500)
  end
end

#create_dir(absolute_path, relative_path, commit_sha1) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 547

def create_dir(absolute_path, relative_path, commit_sha1)
  response = Cnvrg::API.request(@base_resource + "create_dir", 'POST', {absolute_path: absolute_path, relative_path: relative_path, commit_sha1: commit_sha1})
  return Cnvrg::CLI.is_response_success(response, false)
end

#delete_commit(commit_sha1) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 847

def delete_commit(commit_sha1)
  response = Cnvrg::API.request("#{base_resource}/commit/#{commit_sha1}", 'DELETE')
  Cnvrg::CLI.is_response_success(response, true)
  return response
end

#delete_commit_files_local(deleted) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 803

def delete_commit_files_local(deleted)
  begin
    FileUtils.rm_rf(deleted) unless (deleted.nil? or deleted.empty?)
    return Cnvrg::Result.new(true, '')
  rescue => e
    return Cnvrg::Result.new(false, '')
  end

  return Cnvrg::Result.new(true, '')

end

#delete_dir(absolute_path, relative_path, commit_sha1) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 542

def delete_dir(absolute_path, relative_path, commit_sha1)
  response = Cnvrg::API.request(@base_resource + "delete_dir", 'DELETE', {absolute_path: absolute_path, relative_path: relative_path, commit_sha1: commit_sha1})
  return Cnvrg::CLI.is_response_success(response, false)
end

#delete_file(absolute_path, relative_path, commit_sha1) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 537

def delete_file(absolute_path, relative_path, commit_sha1)
  response = Cnvrg::API.request(@base_resource + "delete_file", 'DELETE', {absolute_path: absolute_path, relative_path: relative_path, commit_sha1: commit_sha1})
  return Cnvrg::CLI.is_response_success(response, false)
end

#download_data_file(commit_sha1, dataset_home) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 722

def download_data_file(commit_sha1, dataset_home)
  begin
    res = Cnvrg::API.request(@base_resource + "download_data_file", 'POST', {commit_sha1: commit_sha1,new_version:true})
    Cnvrg::CLI.is_response_success(res, false)
    if res["result"]
      download_resp = res
      filename = download_resp["result"]["filename"]

      sts_path = download_resp["result"]["path_sts"]
      if !Helpers.is_verify_ssl
        body = open(sts_path, {ssl_verify_mode: OpenSSL::SSL::VERIFY_NONE}).read
      else
        body = open(sts_path).read
      end
      split = body.split("\n")
      key = split[0]
      iv = split[1]


      access =  Cnvrg::Helpers.decrypt(key, iv, download_resp["result"]["sts_a"])

      secret =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["sts_s"])

      session =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["sts_st"])
      region =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["region"])

      bucket =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["bucket"])
      file_key =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["key"])

      is_s3 = download_resp["result"]["is_s3"]
      if is_s3 or is_s3.nil?
        client = Aws::S3::Client.new(
            :access_key_id =>access,
            :secret_access_key => secret,
            :session_token => session,
            :region => region,
            :http_open_timeout => 60, :retry_limit => 20)
      else
        endpoint = Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["endpoint_url"])
        client = Aws::S3::Client.new(
            :access_key_id =>access,
            :secret_access_key => secret,
            :region => region,
            :endpoint=> endpoint,:force_path_style=> true,:ssl_verify_peer=>false,
            :http_open_timeout => 60, :retry_limit => 20)
      end


      File.open(dataset_home+"/"+filename, 'w+') do |file|
        resp = client.get_object({bucket: bucket,
                              key: file_key }, target: file)
      end
      return filename
    end

  rescue => e
    return false

  end
end

#download_dir(dataset_home, absolute_path) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 815

def download_dir(dataset_home, absolute_path)
  FileUtils.mkdir_p("#{dataset_home}/#{absolute_path}")
end

#download_file(absolute_path, relative_path, project_home, conflict = false) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 783

def download_file(absolute_path, relative_path, project_home, conflict=false)
  res = Cnvrg::API.request(@base_resource + "download_file", 'POST', {absolute_path: absolute_path, relative_path: relative_path})
  Cnvrg::CLI.is_response_success(res, false)
  if res["result"]
    res = res["result"]
    return false if res["link"].empty? or res["filename"].empty?
    filename = res["filename"]
    file_location = absolute_path.gsub(/#{filename}\/?$/, "")

    FileUtils.mkdir_p project_home + "/" + file_location
    filename += ".conflict" if conflict

    File.open("#{project_home}/#{file_location}/#{filename}", "w+") do |file|
      file.write open(res["link"]).read
    end
  else
    return false
  end
  return true
end

#download_file_s3(absolute_path, relative_path, project_home, conflict = false, commit_sha1 = nil, as_link = false) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 629

def download_file_s3(absolute_path, relative_path, project_home, conflict=false, commit_sha1=nil, as_link=false)
  begin
    res = Cnvrg::API.request(@base_resource + "download_file", 'POST', {absolute_path: absolute_path, relative_path: relative_path, commit_sha1: commit_sha1 ,new_version:true, as_link:as_link})
    Cnvrg::CLI.is_response_success(res, false)
      if res["result"]
        file_url = res["result"]["file_url"]

        if as_link
          return res["result"]
        end
        # begin
        #   if !Helpers.is_verify_ssl
        #     tempfile = Down.download(file_url,open_timeout: 60,ssl_verify_mode: OpenSSL::SSL::VERIFY_NONE )
        #
        #   else
        #     tempfile = Down.download(file_url,open_timeout: 60)
        #
        #   end
        #
        #   FileUtils.move(tempfile.path, project_home+"/"+ absolute_path)
        #   return true
        # rescue
        #
        # end
        download_resp = res
        filename = download_resp["result"]["filename"]

        absolute_path += ".conflict" if conflict
        sts_path = download_resp["result"]["path_sts"]
        retries = 0
        success= false
        while !success and retries < 20
          begin
            if !Helpers.is_verify_ssl
              body = open(sts_path, {ssl_verify_mode: OpenSSL::SSL::VERIFY_NONE}).read
            else
              body = open(sts_path).read
            end
            success = true
          rescue => e
            retries +=1
            sleep(5)

          end
        end
        if !success
          return false
        end
        split = body.split("\n")
        key = split[0]
        iv = split[1]

        access =  Cnvrg::Helpers.decrypt(key, iv, download_resp["result"]["sts_a"])

        secret =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["sts_s"])

        session =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["sts_st"])
        region =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["region"])

        bucket =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["bucket"])
        file_key =  Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["key"])

        is_s3 = download_resp["result"]["is_s3"]
        if is_s3 or is_s3.nil?
          client = Aws::S3::Client.new(
              :access_key_id =>access,
              :secret_access_key => secret,
              :session_token => session,
              :region => region,
              :http_open_timeout => 60, :retry_limit => 20)
        else
          endpoint = Cnvrg::Helpers.decrypt(key,iv, download_resp["result"]["endpoint_url"])
          client = Aws::S3::Client.new(
              :access_key_id =>access,
              :secret_access_key => secret,
              :region => region,
              :endpoint=> endpoint,:force_path_style=> true,:ssl_verify_peer=>false,
              :http_open_timeout => 60, :retry_limit => 20)
        end

        File.open(project_home+"/"+absolute_path, 'w+') do |file|
          resp = client.get_object({bucket:bucket,
                                    key:file_key}, target: file)
        end
        return true
      end

  rescue => e
    return false

  end
end

#download_files_chunk(files, conflict: false, progress: nil) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 924

def download_files_chunk(files, conflict: false, progress: nil)
  (1..5).each do |i|
    response = Cnvrg::API.request("users/#{@owner}/datasets/#{@dataset_slug}/download_multi", 'POST', {files: files})
    next unless Cnvrg::CLI.is_response_success(response, false) #trying to api request 5 times.
    files_to_download = response['files']
    data_home = "#{Dir.pwd}/#{response['name']}"
    res = download_multiple_files_s3(files_to_download, data_home, conflict: conflict, read_only: false, progressbar: progress)
    next unless res.is_success? #try again..
    return files_to_download['keys'].length
  end
end

#download_files_in_chunks(files, chunk_size: 1000, conflict: false, commit: 'latest', progress: nil) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 913

def download_files_in_chunks(files, chunk_size: 1000, conflict: false, commit: 'latest', progress: nil)
  begin
    files.each_slice(chunk_size).each do |files|
      download_files_chunk(files, conflict: conflict, progress: progress)
    end
    return Cnvrg::Result.new(true, "Download Completed")
  rescue Exception => e
    return Cnvrg::Result.new(false, "Can`t download files")
  end
end

#download_image(file_path_to_store, image_slug, owner) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 398

def download_image(file_path_to_store, image_slug, owner)


  download_resp = Cnvrg::API.request("users/#{owner}/images/#{image_slug}/" + "download", 'GET')
  path = download_resp["result"]["path"]

  if Cnvrg::CLI.is_response_success(download_resp, false)
    begin
      open(file_path_to_store, 'w+') do |file|
        file << open(path).read
      end

      return true
    rescue => e
      return false
    end

    return true
  else
    return false
  end


end

#download_list_files_in_query(response, dataset_home) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 551

def download_list_files_in_query(response, dataset_home)
  sts_path = response["path_sts"]
  if !Helpers.is_verify_ssl
    body = open(sts_path, {ssl_verify_mode: OpenSSL::SSL::VERIFY_NONE}).read
  else
    body = open(sts_path).read
  end
  split = body.split("\n")
  key = split[0]
  iv = split[1]

  access =  Cnvrg::Helpers.decrypt(key, iv, response["sts_a"])

  secret =  Cnvrg::Helpers.decrypt(key,iv, response["sts_s"])

  session =  Cnvrg::Helpers.decrypt(key,iv, response["sts_st"])
  region =  Cnvrg::Helpers.decrypt(key,iv, response["region"])

  bucket =  Cnvrg::Helpers.decrypt(key,iv, response["bucket"])
  is_s3 = response["is_s3"]
  if is_s3 or is_s3.nil?
    client = Aws::S3::Client.new(
        :access_key_id =>access,
        :secret_access_key => secret,
        :session_token => session,
        :region => region,
        :http_open_timeout => 60, :retry_limit => 20)
  else
    endpoint = Cnvrg::Helpers.decrypt(key,iv, response["endpoint_url"])
    client = Aws::S3::Client.new(
        :access_key_id =>access,
        :secret_access_key => secret,
        :region => region,
        :endpoint=> endpoint,:force_path_style=> true,:ssl_verify_peer=>false,
        :http_open_timeout => 60, :retry_limit => 20)
  end
  list_files = response["files"]
  parallel_options = {
      :progress => {
          :title => "Download Progress",
          :progress_mark => '=',
          :format => "%b>>%i| %p%% %t",
          :starting_at => 0,
          :total => list_files.size,
          :autofinish => true
      },
      in_threads: ParallelThreads
  }
  download_count = 0
  Parallel.map((list_files), parallel_options) do |f|
    file_key =  Cnvrg::Helpers.decrypt(key,iv, f["path"])
    begin
    begin
      dir = File.dirname f["fullpath"]
      FileUtils.mkdir_p(dataset_home+"/"+ dir) unless File.exist? (dataset_home+"/"+ dir)
    end

    File.open(dataset_home+"/"+f["fullpath"], 'w+') do |file|
      resp = client.get_object({bucket:bucket,
                                key:file_key}, target: file)
    end
    download_count += 1
    rescue
    end

  end
  if download_count == list_files.size
    return true
  else
    return false
  end




end

#download_multiple_chunks(commit, chunk_size = 1000, progress: nil) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 936

def download_multiple_chunks(commit, chunk_size=1000, progress: nil)
  begin
  last_chunk_size = chunk_size
  q = { commit: commit, chunk_size: chunk_size}
  overall = 0
  while last_chunk_size > 0
    response = Cnvrg::API.request("users/#{@owner}/datasets/#{@dataset_slug}/clone", 'POST', q)
    if Cnvrg::CLI.is_response_success(response, false) 
      files = response['files']
      data_home = "#{Dir.pwd}/#{response['name']}"
      last_chunk_size = files['keys'].length
      break if last_chunk_size == 0
      res = download_multiple_files_s3(files, data_home, read_only: false, progressbar: progress)
      overall += last_chunk_size
      q[:latest] = files['latest']
    else
      last_chunk_size = 0
    end
  end
  Cnvrg::Result.new(true, "Cloned #{overall} files!")
  rescue => e
    Cnvrg::Result.new(false, "Cant download chunk")
  end
end

#download_multiple_files_s3(files, project_home, conflict: false, progressbar: nil, read_only: false) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 965

def download_multiple_files_s3(files, project_home, conflict: false, progressbar: nil, read_only:false)
begin
  parallel_options = {
      in_threads: ParallelThreads,
      isolation: true
  }
  Parallel.map(files["keys"], parallel_options) do |f|
    local_path = @dataset.local_path + '/' + f['name']
    Cnvrg::Logger.log_info("Downloading #{local_path}")
    progressbar.progress += 1 if progressbar.present?
    if local_path.end_with? "/"
      @downloader.mkdir(local_path, recursive: true)
      next
    end
      # blob
      begin
      local_path = "#{local_path}.conflict" if conflict
      storage_path = f["path"]

      @downloader.download(storage_path, local_path)
      Cnvrg::Logger.log_info("Download #{local_path} success")
      end
  end
rescue => e
    return Cnvrg::Result.new(false,"Could not download some files", e.message, e.backtrace)
  end
end

#end_commit(commit_sha1, force, success: true, uploaded_files: 0) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 874

def end_commit(commit_sha1,force, success: true, uploaded_files: 0 )
  begin
    response = Cnvrg::API.request("#{base_resource}/commit/end", 'POST', {commit_sha1: commit_sha1,force:force, success: success, uploaded_files: uploaded_files})
    Cnvrg::CLI.is_response_success(response, true)
    return response
  rescue => e
    return false
  end

end

#end_commit_tar(commit_sha1, cur_idx) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 885

def end_commit_tar(commit_sha1, cur_idx)
  response = Cnvrg::API.request("#{base_resource}/commit/end_tar", 'POST', {commit_sha1: commit_sha1, idx: cur_idx})
  return response
end

#generate_parallel_idx ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 961

def generate_parallel_idx
  
end

#get_clone_chunk(latest_id: nil, chunk_size: 1000, commit: 'latest') ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 907

def get_clone_chunk(latest_id: nil, chunk_size: 1000, commit: 'latest')
  response = Cnvrg::API.request("#{@base_resource}/clone_chunk", 'POST',{commit: commit, chunk_size: chunk_size, latest_id: latest_id})
  return nil unless Cnvrg::CLI.is_response_success(response, false)
  response['result']['files']
end

#get_commit(commit_sha1) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 852

def get_commit(commit_sha1)
  response = Cnvrg::API.request("#{base_resource}/commit/#{commit_sha1}", 'GET')
  Cnvrg::CLI.is_response_success(response, true)
  return response
end

#get_trees(commit: "latest") ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 901

def get_trees(commit: "latest")
  response = Cnvrg::API.request("#{@base_resource}/clone_trees", 'POST',{commit: commit})
  return nil unless Cnvrg::CLI.is_response_success(response, false)
  response['result']['files']
end

#mark_conflicts(results) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 59

def mark_conflicts(results)
  begin
    updated = results["updated_on_server"]
    deleted = results["deleted"]
    resolver = results['resolved_files']
    overall = 0
    overall += self.check_files_sha1(updated, resolver, "conflict")
    overall += self.check_files_sha1(deleted, resolver, "deleted")
    overall
  rescue => e
    0
  end
end

#put_commit(commit_sha1) ⇒ Object 



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

def put_commit(commit_sha1)
  response = Cnvrg::API.request("#{@base_resource}/commit/latest", 'PUT', {commit_sha1: commit_sha1})
  if response.present?
    msg = response['result']
  else
    msg =  "Cant save changes in the dataset"
  end

  Cnvrg::Result.new(Cnvrg::CLI.is_response_success(response, false), msg)
end

#revoke_download(tar_files, extracted_files) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 834

def revoke_download(tar_files, extracted_files)
  begin

    FileUtils.rm_rf(tar_files) unless (tar_files.nil? or tar_files.empty?)
    FileUtils.rm_rf(extracted_files) unless (extracted_files.nil? or extracted_files.empty?)

  rescue => e
    return false
  end

  return true

end

#revoke_download_dir(absolute_path) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 819

def revoke_download_dir(absolute_path)
  puts FileUtils.rmtree("#{absolute_path}")
end

#revoke_download_file(absolute_path, filename, conflict = false) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 823

def revoke_download_file(absolute_path, filename, conflict=false)
  begin
    file_location = absolute_path.gsub(/#{filename}\/?$/, "")

    filename += ".conflict" if conflict
    FileUtils.remove("#{file_location}/#{filename}")
    return true
  rescue
    return false
  end
end

#rollback_commit(commit_sha1) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 890

def rollback_commit(commit_sha1)
  response = Cnvrg::API.request("#{base_resource}/commit/rollback", 'POST', {commit_sha1: commit_sha1})
  Cnvrg::CLI.is_response_success(response, false)
end

#start_commit(new_branch, force = false, delete_commit = nil, chunks: 0, dataset: @dataset) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 857

def start_commit(new_branch,force=false,delete_commit=nil, chunks: 0, dataset: @dataset)
  begin
    #if we are pushing with force or to branch we dont need to send current/next commit cause we want to
    # create a new commit.
    idx = (force || new_branch) ? {} : dataset.get_idx
    commit = idx[:commit]
    next_commit = idx[:next_commit]
  response = Cnvrg::API.request("#{base_resource}/commit/start", 'POST', {dataset_slug: @dataset_slug, new_branch: new_branch,force:force,
                                                                          username: @owner,current_commit: commit, next_commit: next_commit, total_chunks: chunks})
  Cnvrg::CLI.is_response_success(response, true)
  return response
  rescue => e
    return false
  end

end

#upload_cnvrg_image(absolute_path, image_name, secret) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 376

def upload_cnvrg_image(absolute_path, image_name,secret)
  file_name = File.basename relative_path
  file_size = File.size(absolute_path).to_f
  mime_type = MimeMagic.by_path(absolute_path)
  content_type = !(mime_type.nil? or mime_type.text?) ? mime_type.type : "text/plain"
  upload_resp = Cnvrg::API.request("images/#{image_name}/upload_file", 'POST_FILE', {absolute_path: absolute_path, relative_path: absolute_path,
                                                                                 file_name: file_name,
                                                                                 file_size: file_size, file_content_type: content_type,
                                                                                 secret: secret})
  if Cnvrg::CLI.is_response_success(upload_resp, false)
    path = upload_resp["result"]["path"]
    s3_res = upload_large_files_s3(upload_resp, absolute_path)
    if s3_res
      Cnvrg::API.request(@base_resource + "update_s3", 'POST', {path: path, commit_id: upload_resp["result"]["commit_id"],
                                                                blob_id: upload_resp["result"]["id"]})
      return true
    end
  end
  return false

end

#upload_data_log_file(absolute_path, relative_path, data_commit_sha) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 278

def upload_data_log_file(absolute_path, relative_path,data_commit_sha)
  file_name = File.basename relative_path
  file_size = File.size(absolute_path).to_f
  content_type = "text/x-log"
  upload_resp = Cnvrg::API.request("/users/#{@owner}/" + "upload_data_log", 'POST_FILE', {absolute_path: absolute_path, relative_path: relative_path,
                                                                                         file_name: file_name, log_date: Time.now,
                                                                                         file_size: file_size, file_content_type: content_type,
                                                                                          data_commit_sha1:data_commit_sha})
  if Cnvrg::CLI.is_response_success(upload_resp, false)
    path = upload_resp["result"]["path"]
    s3_res = upload_small_files_s3(path, absolute_path, "text/plain")
  end
  if s3_res
    return true
  end
  return false

end

#upload_exec_file(absolute_path, image_name, commit_id) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 298

def upload_exec_file(absolute_path, image_name, commit_id)
  file_name = File.basename absolute_path
  file_size = File.size(absolute_path).to_f
  content_type = "application/zip"
  begin
    upload_resp = Cnvrg::API.request("users/#{@owner}/images/" + "upload_config", 'POST_FILE', {relative_path: absolute_path,
                                                                                                file_name: file_name,
                                                                                                image_name: image_name,
                                                                                                file_size: file_size,
                                                                                                file_content_type: content_type,
                                                                                                project_slug: @project_slug,
                                                                                                commit_id: commit_id})
    # puts upload_resp
    if Cnvrg::CLI.is_response_success(upload_resp, false)
      if upload_resp["result"]["image"] == -1
        return -1
      end
      path = upload_resp["result"]["path"]
      s3_res = upload_small_files_s3(path, absolute_path, content_type)

    end
    if s3_res
      return upload_resp["result"]["id"]
    end
    return false
  rescue SignalException

    say "\nAborting"
    exit(1)
  end

end

#upload_file(absolute_path, relative_path, commit_sha1) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 166

def upload_file(absolute_path, relative_path, commit_sha1)
  file_name = File.basename relative_path
  file_size = File.size(absolute_path).to_f
  mime_type = MimeMagic.by_path(absolute_path)
  content_type = !(mime_type.nil? or mime_type.text?) ? mime_type.type : "text/plain"
  sha1 =  OpenSSL::Digest::SHA1.file(absolute_path).hexdigest
  if (absolute_path.include? "_tags.yml" or absolute_path.include? "_tags.yaml")
    is_valid = false
    begin
    content = open(absolute_path).read()
    hash = YAML.load(open(absolute_path).read())
      # if level 1 keys count is 1
      if hash.keys.count == 1
        if hash["tags"].present?
          is_valid = true
        elsif hash[hash.keys.first].class != Hash
          is_valid = true
        end
      # if level 1 keys count is greater than 1
      elsif hash.keys.count > 1
        if hash["tags"].present? and hash["tags"].class == Hash
          is_valid = false
        else
          is_valid = true
        end
      end
    rescue
      is_valid = false
    end

    if is_valid
      upload_resp = Cnvrg::API.request(@base_resource + "upload_file", 'POST_FILE', {absolute_path: absolute_path, relative_path: relative_path,
                                                                                     commit_sha1: commit_sha1, file_name: file_name,
                                                                                     file_size: file_size, file_content_type: content_type, sha1: sha1, content: content})
    else
      puts("#{absolute_path} is invalid")
      puts("Please check yaml structure.")
    end
  else
    upload_resp = Cnvrg::API.request(@base_resource + "upload_file", 'POST_FILE', {absolute_path: absolute_path, relative_path: relative_path,
                                                                                   commit_sha1: commit_sha1, file_name: file_name,
                                                                                   file_size: file_size, file_content_type: content_type, sha1: sha1})
    puts upload_resp

  end

  if Cnvrg::CLI.is_response_success(upload_resp, false)
    s3_res = upload_large_files_s3(upload_resp, absolute_path)

    return s3_res
  end
end

#upload_image(absolute_path, image_name, owner, is_public, is_base, dpkg, libraries, bash, message, commit_id) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 332

def upload_image(absolute_path, image_name, owner, is_public, is_base, dpkg, libraries, bash, message, commit_id)
  file_name = File.basename absolute_path
  file_size = File.size(absolute_path).to_f
  if is_base

    content_type = "application/zip"
  else
    content_type = "application/gzip"
  end
  begin
    upload_resp = Cnvrg::API.request("users/#{owner}/images/" + "upload_cnvrg", 'POST_FILE', {relative_path: absolute_path,
                                                                                              file_name: file_name,
                                                                                              image_name: image_name,
                                                                                              file_size: file_size,
                                                                                              file_content_type: content_type,
                                                                                              is_public: is_public,
                                                                                              project_slug: @project_slug,
                                                                                              commit_id: commit_id,
                                                                                              dpkg: dpkg,
                                                                                              py2: libraries,
                                                                                              py3: libraries,
                                                                                              bash_history: bash,
                                                                                              commit_message: message,
                                                                                              is_base: is_base})
    # puts upload_resp
    if Cnvrg::CLI.is_response_success(upload_resp, false)
      path = upload_resp["result"]["path"]
      s3_res = upload_small_files_s3(path, absolute_path, content_type)
      if s3_res
        commit_resp = Cnvrg::API.request("users/#{owner}/images/#{upload_resp["result"]["id"]}/" + "commit", 'GET')
        if Cnvrg::CLI.is_response_success(commit_resp, false)
          return commit_resp["result"]["image"]
        else
          return false
        end

      end
    end
    return false
  rescue => e
  end

end

#upload_large_files_s3(upload_resp, file_path) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 423

def upload_large_files_s3(upload_resp, file_path)
  begin
    sts_path = upload_resp["result"]["path_sts"]

    retries = 0
    success= false
    while !success and retries < 20
      begin
        if !Helpers.is_verify_ssl
          body = open(sts_path, {ssl_verify_mode: OpenSSL::SSL::VERIFY_NONE}).read
        else
          body = open(sts_path).read
        end
        success = true
      rescue => e
        retries +=1
        sleep(5)

      end
    end
    if !success
      return false
    end
    split = body.split("\n")
    key = split[0]
    iv = split[1]
    is_s3 = upload_resp["result"]["is_s3"]
    access =  Cnvrg::Helpers.decrypt(key, iv, upload_resp["result"]["sts_a"])

    secret =  Cnvrg::Helpers.decrypt(key,iv, upload_resp["result"]["sts_s"])

    session =  Cnvrg::Helpers.decrypt(key,iv, upload_resp["result"]["sts_st"])
    region =  Cnvrg::Helpers.decrypt(key,iv, upload_resp["result"]["region"])

    bucket =  Cnvrg::Helpers.decrypt(key,iv, upload_resp["result"]["bucket"])
    server_side_encryption =upload_resp["result"]["server_side_encryption"]
    use_accelerate_endpoint = false
    if is_s3 or is_s3.nil?

      use_accelerate_endpoint =true
      client = Aws::S3::Client.new(
          :access_key_id =>access,
          :secret_access_key => secret,
          :session_token => session,
          :region => region,
          :http_open_timeout => 60, :retry_limit => 20)
    else
      endpoint = Cnvrg::Helpers.decrypt(key,iv, upload_resp["result"]["endpoint"])
      use_accelerate_endpoint = false
      client = Aws::S3::Client.new(
          :access_key_id =>access,
          :secret_access_key => secret,
          :region => region,
          :endpoint=> endpoint,:force_path_style=> true,:ssl_verify_peer=>false,
          :http_open_timeout => 60, :retry_limit => 20)
    end


    if !server_side_encryption
      options = {:use_accelerate_endpoint => use_accelerate_endpoint}
    else
      options = {:use_accelerate_endpoint => use_accelerate_endpoint, :server_side_encryption => server_side_encryption}
    end




    s3 = Aws::S3::Resource.new(client: client)

    resp = s3.bucket(bucket).
        object(upload_resp["result"]["path"]+"/"+File.basename(file_path)).
        upload_file(file_path,options)


    return resp

  rescue => e
    puts e.message
    return false

  end
  return true

end

#upload_log_file(absolute_path, relative_path, log_date) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 261

def upload_log_file(absolute_path, relative_path, log_date)
  file_name = File.basename relative_path
  file_size = File.size(absolute_path).to_f
  content_type = "text/x-log"
  upload_resp = Cnvrg::API.request("/users/#{@owner}/" + "upload_cli_log", 'POST_FILE', {absolute_path: absolute_path, relative_path: relative_path,
                                                                                         file_name: file_name, log_date: log_date,
                                                                                         file_size: file_size, file_content_type: content_type})
  if Cnvrg::CLI.is_response_success(upload_resp, false)
    path = upload_resp["result"]["path"]
    s3_res = upload_small_files_s3(path, absolute_path, "text/plain")
  end
  if s3_res
    return true
  end
  return false

end

#upload_multiple_files(commit_sha1, tree, threads: ParallelThreads, force: false, new_branch: false, progressbar: nil, prefix: '', partial_commit: nil) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 115

def upload_multiple_files(commit_sha1, tree, threads: ParallelThreads, force: false, new_branch: false, progressbar: nil, prefix: '', partial_commit: nil)
  begin
    Cnvrg::Logger.log_info("Sending Upload Files request")
    upload_resp = Cnvrg::API.request(@base_resource + "upload_files", 'POST_JSON', {commit_sha1: commit_sha1, tree: tree, force: force, is_branch: new_branch, partial_commit: partial_commit})
    unless Cnvrg::CLI.is_response_success(upload_resp, false)
      Cnvrg::Logger.log_method(bind: binding)
      raise Exception.new("Got an error message from server, #{upload_resp.try(:fetch, "message")}")
    end
    Cnvrg::Logger.log_info("Uploading files")
    results = upload_resp['result'].with_indifferent_access
    if results['files'].blank?
      progressbar.progress += tree.keys.length if progressbar.present?
      return 0
    end
    files = results['files']
    progressbar.progress += tree.keys.length - files.length if progressbar.present?
    Parallel.map((files.keys), {in_threads: threads}) do |k|
      o = tree[k].merge(files[k])
      upload_single_file(o)
      progressbar.progress += 1 if progressbar.present?
    end
    blob_ids = files.values.map {|f| f['bv_id']}
    dirs = tree.keys.select {|k| tree[k].nil?} || []
    Cnvrg::Logger.info("Sending Upload files save")
    upload_resp = Cnvrg::API.request(@base_resource + "upload_files_save", "POST", {commit: commit_sha1, blob_ids: blob_ids, dirs: dirs})
    unless Cnvrg::CLI.is_response_success(upload_resp, false)
      Cnvrg::Logger.log_method(bind: binding)
      raise Exception.new("Got an error message from server, #{upload_resp.try(:fetch, "message")}")
    end
    Cnvrg::Logger.log_info("Upload Success")
    return files.keys.length
  rescue => e
    Cnvrg::Logger.log_method(bind: binding)
    Cnvrg::Logger.log_error(e)
    raise e
  end

end

#upload_single_file(file) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 154

def upload_single_file(file)
  begin
  file = file.as_json
  Cnvrg::Logger.log_info("Uploading #{file["absolute_path"]}")
  @downloader.upload(file["path"], file["absolute_path"])
  Cnvrg::Logger.log_info("#{file["absolute_path"]} uploaded.")
  rescue => e
    Cnvrg::Logger.log_error_message("Error while upload single file #{file["path"]}")
    Cnvrg::Logger.log_error(e)
  end
end

#upload_small_files_s3(url_path, file_path, content_type) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 509

def upload_small_files_s3(url_path, file_path, content_type)
  url = URI.parse(url_path)
  file = File.open(file_path, "rb")
  body = file.read
  begin
    Net::HTTP.start(url.host) do |http|
      http.send_request("PUT", url.request_uri, body, {
          "content-type" => content_type,
      })
    end
    return true
  rescue Interrupt
    return false
  rescue
    return false
  end
end

#upload_tar_file(absolute_path, relative_path, commit_sha1) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 218

def upload_tar_file(absolute_path, relative_path, commit_sha1)
  begin
    file_name = File.basename relative_path
    file_size = File.size(absolute_path).to_f
    mime_type = MimeMagic.by_path(absolute_path)
    content_type = !(mime_type.nil? or mime_type.text?) ? mime_type.type : "text/plain"
    begin
      chunked_bytes = [100, (file_size*0.01)].min
      total_yanked = ""
      open(absolute_path, "rb") do |f|
        total_yanked = f.read(chunked_bytes)
      end
      if !total_yanked.empty?
        sha1 =  OpenSSL::Digest::SHA1.hexdigest(total_yanked)
      else
        sha1 =  OpenSSL::Digest::SHA1.file(absolute_path).hexdigest
      end
    rescue
      sha1 =  OpenSSL::Digest::SHA1.file(absolute_path).hexdigest
    end

    upload_resp = Cnvrg::API.request(@base_resource + "upload_tar_file", 'POST_FILE', {absolute_path: absolute_path, relative_path: relative_path,
                                                                                       commit_sha1: commit_sha1, file_name: file_name,
                                                                                       file_size: file_size, file_content_type: content_type, sha1: sha1,
                                                                                        new_version:true})
    if Cnvrg::CLI.is_response_success(upload_resp, false)
      path = upload_resp["result"]["path"]
      s3_res = upload_large_files_s3(upload_resp, absolute_path)
      if s3_res
        # Cnvrg::API.request(@base_resource + "update_s3", 'POST', {path: path, commit_id: upload_resp["result"]["commit_id"],
        #                                                           blob_id: upload_resp["result"]["id"]})
        return true
      end
    else
      return false
    end
  rescue => e
    puts e.message
    return false
  end
end

#upload_url(file_path) ⇒ Object 



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# File 'lib/cnvrg/datafiles.rb', line 527

def upload_url(file_path)
  response = Cnvrg::API.request(@base_resource + "upload_url", 'POST', {file_s3_path: file_path})
  if Cnvrg::CLI.is_response_success(response, false)
    return response
  else
    return nil
  end

end

#verify_files_exists(files) ⇒ Object 



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

def verify_files_exists(files)
  paths = []
  files.each do |file|
    if File.exists? file
      if File.directory? file
        paths += Dir.glob("#{file}/**/*")
      else
        paths << file
      end
      next
    end
    raise SignalException.new(1, "Cant find file #{file}") unless File.exists? "#{Dir.pwd}/#{file}"
  end
  paths.map{|p| p.gsub(/^\.\//, '')}
end