30890018300

Committed 04 Aug 2026 07:59AM UTC coverage: 44.265% (+0.4%) from 43.896%

Build # 30890018300

Build Type

Pull #2236

github

Committed by

web-flow

Commit Message

Merge 15472c87d into 9d9971fc7

Pull Request Pull Request #2236: feat(opt-in): Add dbt projects hash pre-deployment

Coverage Stats

428 of 480 new or added lines in 11 files covered. (89.17%)

26342 of 59510 relevant lines covered (44.26%)

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Source File
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80.76

/cloud/deploy/deploy.go

package deploy

import (
        "bufio"
        "bytes"
        httpContext "context"
        "fmt"
        "os"
        "path/filepath"
        "strings"
        "time"

        "github.com/moby/patternmatcher"
        "github.com/moby/patternmatcher/ignorefile"
        "github.com/pkg/errors"

        "github.com/astronomer/astro-cli/airflow"
        "github.com/astronomer/astro-cli/airflow/types"
        airflowversions "github.com/astronomer/astro-cli/airflow_versions"
        "github.com/astronomer/astro-cli/astro-client-v1"
        astrov1alpha1 "github.com/astronomer/astro-cli/astro-client-v1alpha1"
        "github.com/astronomer/astro-cli/cloud/deployment"
        "github.com/astronomer/astro-cli/cloud/organization"
        "github.com/astronomer/astro-cli/config"
        "github.com/astronomer/astro-cli/docker"
        "github.com/astronomer/astro-cli/pkg/ansi"
        "github.com/astronomer/astro-cli/pkg/azure"
        "github.com/astronomer/astro-cli/pkg/cosmosboost"
        "github.com/astronomer/astro-cli/pkg/fileutil"
        "github.com/astronomer/astro-cli/pkg/httputil"
        "github.com/astronomer/astro-cli/pkg/input"
        "github.com/astronomer/astro-cli/pkg/logger"
        "github.com/astronomer/astro-cli/pkg/util"
)

const (
        parse                  = "parse"
        astroDomain            = "astronomer.io"
        registryUsername       = "cli"
        runtimeImageLabel      = airflow.RuntimeImageLabel
        dagParseAllowedVersion = "4.1.0"

        composeImageBuildingPromptMsg     = "Building image..."
        composeSkipImageBuildingPromptMsg = "Skipping building image..."
        deploymentHeaderMsg               = "Authenticated to %s \n\n"

        warningInvalidImageNameMsg         = "WARNING! The image in your Dockerfile '%s' is not based on Astro Runtime and is not supported. Change your Dockerfile with an image that pulls from 'quay.io/astronomer/astro-runtime' to proceed.\n"
        warningInvalidPrebuiltImageNameMsg = "WARNING! The image '%s' does not appear to be based on Astro Runtime (the '%s' label is missing). Ensure your image is built FROM quay.io/astronomer/astro-runtime to proceed.\n"

        allTests                 = "all-tests"
        parseAndPytest           = "parse-and-all-tests"
        enableDagDeployMsg       = "DAG-only deploys are not enabled for this Deployment. Run 'astro deployment update %s --dag-deploy enable' to enable DAG-only deploys"
        dagDeployDisabled        = "dag deploy is not enabled for deployment"
        invalidWorkspaceID       = "Invalid workspace id %s was provided through the --workspace-id flag\n"
        errCiCdEnforcementUpdate = "cannot deploy since ci/cd enforcement is enabled for the deployment %s. Please use API Tokens instead"
)

var (
        pytestFile string
        dockerfile = "Dockerfile"

        deployImagePlatformSupport = []string{"linux/amd64"}

        // Monkey patched to write unit tests
        airflowImageHandler  = airflow.ImageHandlerInit
        containerHandlerInit = airflow.ContainerHandlerInit
        azureUploader        = azure.Upload
        canCiCdDeploy        = deployment.CanCiCdDeploy
        dagTarballVersion    = ""
        dagsUploadURL        = ""
        nextTag              = ""
)

var (
        errDagsParseFailed = errors.New("your local DAGs did not parse. Fix the listed errors or use `astro deploy [deployment-id] -f` to force deploy") //nolint:revive
        envFileMissing     = errors.New("Env file path is incorrect: ")                                                                                  //nolint:revive
)

var (
        sleepTime              = 90
        dagOnlyDeploySleepTime = 30
        tickNum                = 10
)

type deploymentInfo struct {
        deploymentID             string
        namespace                string
        deployImage              string
        currentVersion           string
        organizationID           string
        workspaceID              string
        webserverURL             string
        deploymentType           string
        desiredDagTarballVersion string
        dagDeployEnabled         bool
        cicdEnforcement          bool
        name                     string
        isRemoteExecutionEnabled bool
}

type InputDeploy struct {
        Path           string
        RuntimeID      string
        WsID           string
        Pytest         string
        EnvFile        string
        ImageName      string
        DeploymentName string
        Prompt         bool
        Dags           bool
        NoDagsBaseDir  bool
        Image          bool
        WaitForStatus  bool
        WaitTime       time.Duration
        DagsPath       string
        Description    string
        BuildSecrets   []string
        Force          bool
        DagBundleName  string
}

// InputClientDeploy contains inputs for client image deployments
type InputClientDeploy struct {
        Path         string
        ImageName    string
        Platform     string
        BuildSecrets []string
        DeploymentID string
}

const accessYourDeploymentFmt = `

 Access your Deployment:

 Deployment View: %s
 Airflow UI: %s
`

func removeDagsFromDockerIgnore(fullpath string) error {
        original, err := os.ReadFile(fullpath)
        if err != nil {
                return err
        }

        hadTrailingNewline := len(original) > 0 && original[len(original)-1] == '\n'

        var buf bytes.Buffer
        scanner := bufio.NewScanner(bytes.NewReader(original))
        for scanner.Scan() {
                text := scanner.Text()
                if text != "dags/" {
                        _, err = buf.WriteString(text + "\n")
                        if err != nil {
                                return err
                        }
                }
        }

        if err := scanner.Err(); err != nil {
                return err
        }

        result := bytes.TrimRight(buf.Bytes(), "\n")
        if hadTrailingNewline && len(result) > 0 {
                result = append(result, '\n')
        }

        return os.WriteFile(fullpath, result, 0o666) //nolint:gosec, mnd
}

func shouldIncludeMonitoringDag(deploymentType astrov1.DeploymentType) bool {
        return !organization.IsOrgHosted() && !deployment.IsDeploymentDedicated(deploymentType) && !deployment.IsDeploymentStandard(deploymentType)
}

func deployDags(path, dagsPath, dagsUploadURL, currentRuntimeVersion string, deploymentType astrov1.DeploymentType, noDagsBaseDir bool) (string, error) {
        if shouldIncludeMonitoringDag(deploymentType) {
                monitoringDagPath := filepath.Join(dagsPath, "astronomer_monitoring_dag.py")

                var monitoringDag string
                switch airflowversions.AirflowMajorVersionForRuntimeVersion(currentRuntimeVersion) {
                case "2":
                        monitoringDag = airflow.Af2MonitoringDag
                case "3":
                        monitoringDag = airflow.Af3MonitoringDag
                default:
                        return "", errors.New("unsupported Airflow major version for runtime version " + currentRuntimeVersion)
                }

                // Create monitoring dag file
                err := fileutil.WriteStringToFile(monitoringDagPath, monitoringDag)
                if err != nil {
                        return "", err
                }

                // Remove the monitoring dag file after the upload
                defer os.Remove(monitoringDagPath)
        }

        // By default, prepend dags/ directory prefix. Use --no-dags-base-dir to place files at bundle root
        // (needed for some Airflow 3.x deployments where sys.path includes the bundle root, not dags/).
        prependBaseDir := !noDagsBaseDir
        versionID, err := UploadBundle(path, dagsPath, dagsUploadURL, prependBaseDir, currentRuntimeVersion)
        if err != nil {
                return "", err
        }

        return versionID, nil
}

// Deploy pushes a new docker image
func Deploy(deployInput InputDeploy, astroV1Client astrov1.APIClient, astroV1Alpha1Client astrov1alpha1.APIClient) error { //nolint
        c, err := config.GetCurrentContext()
        if err != nil {
                return err
        }

        if c.Domain == astroDomain {
                fmt.Printf(deploymentHeaderMsg, "Astro")
        } else {
                fmt.Printf(deploymentHeaderMsg, c.Domain)
        }

        deployInfo, err := getDeploymentInfo(deployInput.RuntimeID, deployInput.WsID, deployInput.DeploymentName, deployInput.Prompt, astroV1Client)
        if err != nil {
                return err
        }

        var dagsPath string
        if deployInput.DagsPath != "" {
                dagsPath = deployInput.DagsPath
        } else {
                dagsPath = filepath.Join(deployInput.Path, "dags")
        }

        var dagFiles []string
        if !deployInfo.isRemoteExecutionEnabled {
                dagFiles = fileutil.GetFilesWithSpecificExtension(dagsPath, ".py")
        }

        if deployInfo.cicdEnforcement {
                if !canCiCdDeploy(c.Token) {
                        return fmt.Errorf(errCiCdEnforcementUpdate, deployInfo.name) //nolint
                }
        }

        if deployInput.WsID != deployInfo.workspaceID {
                fmt.Printf(invalidWorkspaceID, deployInput.WsID)
                return nil
        }

        if deployInput.Image && !deployInfo.isRemoteExecutionEnabled {
                if !deployInfo.dagDeployEnabled {
                        return fmt.Errorf(enableDagDeployMsg, deployInfo.deploymentID) //nolint
                }
        }

        deploymentURL, err := deployment.GetDeploymentURL(deployInfo.deploymentID, deployInfo.workspaceID)
        if err != nil {
                return err
        }

        // Check if git metadata is enabled (default: true).
        // Skip when --image-name is provided: the local working directory does not necessarily
        // reflect the contents of a prebuilt image, so attaching its git metadata would be misleading.
        var deployGit *astrov1.CreateDeployGitRequest
        var commitMessage string
        if config.CFG.DeployGitMetadata.GetBool() && deployInput.ImageName == "" {
                deployGit, commitMessage = retrieveLocalGitMetadata(deployInput.Path)
        }

        // Use commit message as description fallback
        description := deployInput.Description
        if description == "" {
                description = commitMessage
        }

        // Build the deploy request with git metadata
        createDeployRequest := astrov1.CreateDeployRequest{
                Description: &description,
        }

        // Set deploy type
        switch {
        case deployInput.Dags:
                createDeployRequest.Type = astrov1.CreateDeployRequestTypeDAGONLY
        case deployInput.Image:
                createDeployRequest.Type = astrov1.CreateDeployRequestTypeIMAGEONLY
        default:
                createDeployRequest.Type = astrov1.CreateDeployRequestTypeIMAGEANDDAG
        }

        createDeployRequest.Git = deployGit

        var deployID, imageRepository string
        if deployInput.DagBundleName != "" {
                // dagBundleName exists only on the v1alpha1 deploy API, so route just the
                // create call there; the upload and finalize steps below stay on v1 and
                // operate on the same underlying deploy. This cross-API bridge is
                // intentional and temporary — collapse back into the v1 create once
                // dagBundleName reaches the v1 deploy API.
                deploy, err := createDeployWithDagBundle(deployInfo.organizationID, deployInfo.deploymentID, description, deployInput.DagBundleName, deployInput.Dags, deployGit, astroV1Alpha1Client)
                if err != nil {
                        return err
                }
                deployID = deploy.Id
                imageRepository = deploy.ImageRepository
                if deploy.DagsUploadUrl != nil {
                        dagsUploadURL = *deploy.DagsUploadUrl
                } else {
                        dagsUploadURL = ""
                }
                if deploy.ImageTag != "" {
                        nextTag = deploy.ImageTag
                } else {
                        nextTag = ""
                }
        } else {
                deploy, err := createDeploy(deployInfo.organizationID, deployInfo.deploymentID, createDeployRequest, astroV1Client)
                if err != nil {
                        return err
                }
                deployID = deploy.Id
                imageRepository = deploy.ImageRepository
                if deploy.DagsUploadUrl != nil {
                        dagsUploadURL = *deploy.DagsUploadUrl
                } else {
                        dagsUploadURL = ""
                }
                if deploy.ImageTag != "" {
                        nextTag = deploy.ImageTag
                } else {
                        nextTag = ""
                }
        }

        if deployInput.Dags {
                if len(dagFiles) == 0 && config.CFG.ShowWarnings.GetBool() && !deployInput.Force {
                        i, _ := input.Confirm("Warning: No DAGs found. This will delete any existing DAGs. Are you sure you want to deploy?")

                        if !i {
                                fmt.Println("Canceling deploy...")
                                return nil
                        }
                }
                if deployInput.Pytest != "" {
                        runtimeVersion, err := buildImage(deployInput.Path, deployInfo.currentVersion, deployInfo.deployImage, deployInput.ImageName, deployInfo.organizationID, deployInput.BuildSecrets, deployInfo.dagDeployEnabled, deployInfo.isRemoteExecutionEnabled, astroV1Client)
                        if err != nil {
                                return err
                        }

                        err = parseOrPytestDAG(deployInput.Pytest, runtimeVersion, deployInput.EnvFile, deployInfo.deployImage, deployInfo.namespace, deployInput.BuildSecrets)
                        if err != nil {
                                return err
                        }
                }

                if !deployInfo.dagDeployEnabled {
                        return fmt.Errorf(enableDagDeployMsg, deployInfo.deploymentID) //nolint
                }

                fmt.Println("Initiating DAG deploy for: " + deployInfo.deploymentID)
                dagTarballVersion, err = deployDags(deployInput.Path, dagsPath, dagsUploadURL, deployInfo.currentVersion, astrov1.DeploymentType(deployInfo.deploymentType), deployInput.NoDagsBaseDir)
                if err != nil {
                        if strings.Contains(err.Error(), dagDeployDisabled) {
                                return fmt.Errorf(enableDagDeployMsg, deployInfo.deploymentID) //nolint
                        }

                        return err
                }

                // finish deploy
                err = finalizeDeploy(deployID, deployInfo.deploymentID, deployInfo.organizationID, dagTarballVersion, deployInfo.dagDeployEnabled, astroV1Client)
                if err != nil {
                        return err
                }

                if deployInput.WaitForStatus {
                        // Keeping wait timeout low since dag only deploy is faster
                        err = deployment.HealthPoll(deployInfo.deploymentID, deployInfo.workspaceID, dagOnlyDeploySleepTime, tickNum, int(deployInput.WaitTime.Seconds()), astroV1Client)
                        if err != nil {
                                return err
                        }

                        fmt.Println(
                                "\nSuccessfully uploaded DAGs with version " + ansi.Bold(dagTarballVersion) + " to Astro. Navigate to the Airflow UI to confirm that your deploy was successful." +
                                        fmt.Sprintf(accessYourDeploymentFmt, ansi.Bold(deploymentURL), ansi.Bold(deployInfo.webserverURL)),
                        )

                        return nil
                }

                fmt.Println(
                        "\nSuccessfully uploaded DAGs with version " + ansi.Bold(
                                dagTarballVersion,
                        ) + " to Astro. Navigate to the Airflow UI to confirm that your deploy was successful. The Airflow UI takes about 1 minute to update." +
                                fmt.Sprintf(
                                        accessYourDeploymentFmt,
                                        ansi.Bold(deploymentURL),
                                        ansi.Bold(deployInfo.webserverURL),
                                ),
                )
        } else {
                fullpath := filepath.Join(deployInput.Path, ".dockerignore")
                fileExist, _ := fileutil.Exists(fullpath, nil)
                if fileExist {
                        err := removeDagsFromDockerIgnore(fullpath)
                        if err != nil {
                                return errors.Wrap(err, "Found dags entry in .dockerignore file. Remove this entry and try again")
                        }
                }
                envFileExists, _ := fileutil.Exists(deployInput.EnvFile, nil)
                if !envFileExists && deployInput.EnvFile != ".env" {
                        return fmt.Errorf("%w %s", envFileMissing, deployInput.EnvFile)
                }

                if deployInfo.dagDeployEnabled && len(dagFiles) == 0 && config.CFG.ShowWarnings.GetBool() && !deployInput.Image && !deployInput.Force {
                        i, _ := input.Confirm("Warning: No DAGs found. This will delete any existing DAGs. Are you sure you want to deploy?")

                        if !i {
                                fmt.Println("Canceling deploy...")
                                return nil
                        }
                }

                // Build our image
                runtimeVersion, err := buildImage(deployInput.Path, deployInfo.currentVersion, deployInfo.deployImage, deployInput.ImageName, deployInfo.organizationID, deployInput.BuildSecrets, deployInfo.dagDeployEnabled, deployInfo.isRemoteExecutionEnabled, astroV1Client)
                if err != nil {
                        return err
                }

                if len(dagFiles) > 0 {
                        err = parseOrPytestDAG(deployInput.Pytest, runtimeVersion, deployInput.EnvFile, deployInfo.deployImage, deployInfo.namespace, deployInput.BuildSecrets)
                        if err != nil {
                                return err
                        }
                } else {
                        fmt.Println("No DAGs found. Skipping testing...")
                }

                repository := imageRepository
                // TODO: Resolve the edge case where two people push the same nextTag at the same time
                remoteImage := fmt.Sprintf("%s:%s", repository, nextTag)

                imageHandler := airflowImageHandler(deployInfo.deployImage)
                fmt.Println("Pushing image to Astronomer registry")
                _, err = imageHandler.Push(remoteImage, registryUsername, c.Token, false)
                if err != nil {
                        return err
                }

                if deployInfo.dagDeployEnabled && len(dagFiles) > 0 {
                        if !deployInput.Image {
                                dagTarballVersion, err = deployDags(deployInput.Path, dagsPath, dagsUploadURL, deployInfo.currentVersion, astrov1.DeploymentType(deployInfo.deploymentType), deployInput.NoDagsBaseDir)
                                if err != nil {
                                        return err
                                }
                        } else {
                                fmt.Println("Image Deploy only. Skipping deploying DAG...")
                        }
                }
                // finish deploy
                err = finalizeDeploy(deployID, deployInfo.deploymentID, deployInfo.organizationID, dagTarballVersion, deployInfo.dagDeployEnabled, astroV1Client)
                if err != nil {
                        return err
                }

                if deployInput.WaitForStatus {
                        err = deployment.HealthPoll(deployInfo.deploymentID, deployInfo.workspaceID, sleepTime, tickNum, int(deployInput.WaitTime.Seconds()), astroV1Client)
                        if err != nil {
                                return err
                        }
                }

                fmt.Println("Successfully pushed image to Astronomer registry. Navigate to the Astronomer UI for confirmation that your deploy was successful. To deploy dags only run astro deploy --dags." +
                        fmt.Sprintf(accessYourDeploymentFmt, ansi.Bold("https://"+deploymentURL), ansi.Bold("https://"+deployInfo.webserverURL)))
        }

        return nil
}

func getDeploymentInfo(
        deploymentID, wsID, deploymentName string,
        prompt bool,
        astroV1Client astrov1.APIClient,
) (deploymentInfo, error) {
        // Use config deployment if provided
        if deploymentID == "" {
                deploymentID = config.CFG.ProjectDeployment.GetProjectString()
                if deploymentID != "" {
                        fmt.Printf("Deployment ID found in the config file. This Deployment ID will be used for the deploy\n")
                }
        }

        if deploymentID != "" && deploymentName != "" {
                fmt.Printf("Both a Deployment ID and Deployment name have been supplied. The Deployment ID %s will be used for the Deploy\n", deploymentID)
        }

        // check if deploymentID or if force prompt was requested was given by user
        if deploymentID == "" || prompt {
                currentDeployment, err := deployment.GetDeployment(wsID, deploymentID, deploymentName, false, nil, astroV1Client)
                if err != nil {
                        return deploymentInfo{}, err
                }
                deploymentByID, err := deployment.GetDeploymentByID(currentDeployment.OrganizationId, currentDeployment.Id, astroV1Client)
                if err != nil {
                        return deploymentInfo{}, err
                }
                var desiredDagTarballVersion string
                if deploymentByID.DesiredDagTarballVersion != nil {
                        desiredDagTarballVersion = *deploymentByID.DesiredDagTarballVersion
                } else {
                        desiredDagTarballVersion = ""
                }

                return deploymentInfo{
                        currentDeployment.Id,
                        currentDeployment.Namespace,
                        airflow.ImageName(currentDeployment.Namespace, "latest"),
                        currentDeployment.RuntimeVersion,
                        currentDeployment.OrganizationId,
                        currentDeployment.WorkspaceId,
                        currentDeployment.WebServerUrl,
                        string(*currentDeployment.Type),
                        desiredDagTarballVersion,
                        currentDeployment.IsDagDeployEnabled,
                        currentDeployment.IsCicdEnforced,
                        currentDeployment.Name,
                        deployment.IsRemoteExecutionEnabled(&currentDeployment),
                }, nil
        }
        c, err := config.GetCurrentContext()
        if err != nil {
                return deploymentInfo{}, err
        }
        deployInfo, err := fetchDeploymentDetails(deploymentID, c.Organization, astroV1Client)
        if err != nil {
                return deploymentInfo{}, err
        }
        deployInfo.deploymentID = deploymentID
        return deployInfo, nil
}

func parseOrPytestDAG(pytest, runtimeVersion, envFile, deployImage, namespace string, buildSecrets []string) error {
        validDAGParseVersion := airflowversions.CompareRuntimeVersions(runtimeVersion, dagParseAllowedVersion) >= 0
        if !validDAGParseVersion {
                fmt.Println("\nruntime image is earlier than 4.1.0, this deploy will skip DAG parse...")
        }

        containerHandler, err := containerHandlerInit(config.WorkingPath, envFile, "Dockerfile", namespace)
        if err != nil {
                return err
        }

        switch {
        case pytest == parse && validDAGParseVersion:
                // parse dags
                fmt.Println("Testing image...")
                err := parseDAGs(deployImage, buildSecrets, containerHandler)
                if err != nil {
                        return err
                }
        case pytest != "" && pytest != parse && pytest != parseAndPytest:
                // check pytests
                fmt.Println("Testing image...")
                err := checkPytest(pytest, deployImage, buildSecrets, containerHandler)
                if err != nil {
                        return err
                }
        case pytest == parseAndPytest:
                // parse dags and check pytests
                fmt.Println("Testing image...")
                err := parseDAGs(deployImage, buildSecrets, containerHandler)
                if err != nil {
                        return err
                }

                err = checkPytest(pytest, deployImage, buildSecrets, containerHandler)
                if err != nil {
                        return err
                }
        }
        return nil
}

func parseDAGs(deployImage string, buildSecrets []string, containerHandler airflow.ContainerHandler) error {
        if !config.CFG.SkipParse.GetBool() && !util.CheckEnvBool(os.Getenv("ASTRONOMER_SKIP_PARSE")) {
                err := containerHandler.Parse("", deployImage, buildSecrets)
                if err != nil {
                        fmt.Println(err)
                        return errDagsParseFailed
                }
        } else {
                fmt.Println("Skipping parsing dags due to skip parse being set to true in either the config.yaml or local environment variables")
        }

        return nil
}

// Validate code with pytest
func checkPytest(pytest, deployImage string, buildSecrets []string, containerHandler airflow.ContainerHandler) error {
        if pytest != allTests && pytest != parseAndPytest {
                pytestFile = pytest
        }

        exitCode, err := containerHandler.Pytest(pytestFile, "", deployImage, "", buildSecrets)
        if err != nil {
                if strings.Contains(exitCode, "1") { // exit code is 1 meaning tests failed
                        return errors.New("at least 1 pytest in your tests directory failed. Fix the issues listed or rerun the command without the '--pytest' flag to deploy")
                }
                return errors.Wrap(err, "Something went wrong while Pytesting your DAGs,\nif the issue persists rerun the command without the '--pytest' flag to deploy")
        }

        fmt.Print("\nAll Pytests passed!\n")
        return err
}

func fetchDeploymentDetails(deploymentID, organizationID string, astroV1Client astrov1.APIClient) (deploymentInfo, error) {
        resp, err := astroV1Client.GetDeploymentWithResponse(httpContext.Background(), organizationID, deploymentID)
        if err != nil {
                return deploymentInfo{}, err
        }

        err = astrov1.NormalizeAPIError(resp.HTTPResponse, resp.Body)
        if err != nil {
                return deploymentInfo{}, err
        }

        currentVersion := resp.JSON200.RuntimeVersion
        namespace := resp.JSON200.Namespace
        workspaceID := resp.JSON200.WorkspaceId
        webserverURL := resp.JSON200.WebServerUrl
        dagDeployEnabled := resp.JSON200.IsDagDeployEnabled
        cicdEnforcement := resp.JSON200.IsCicdEnforced
        isRemoteExecutionEnabled := deployment.IsRemoteExecutionEnabled(resp.JSON200)
        var desiredDagTarballVersion string
        if resp.JSON200.DesiredDagTarballVersion != nil {
                desiredDagTarballVersion = *resp.JSON200.DesiredDagTarballVersion
        } else {
                desiredDagTarballVersion = ""
        }

        // We use latest and keep this tag around after deployments to keep subsequent deploys quick
        deployImage := airflow.ImageName(namespace, "latest")

        return deploymentInfo{
                namespace:                namespace,
                deployImage:              deployImage,
                currentVersion:           currentVersion,
                organizationID:           organizationID,
                workspaceID:              workspaceID,
                webserverURL:             webserverURL,
                dagDeployEnabled:         dagDeployEnabled,
                desiredDagTarballVersion: desiredDagTarballVersion,
                cicdEnforcement:          cicdEnforcement,
                isRemoteExecutionEnabled: isRemoteExecutionEnabled,
        }, nil
}

func buildImageWithoutDags(path string, buildSecrets []string, imageHandler airflow.ImageHandler) error {
        fullpath := filepath.Join(path, ".dockerignore")

        // Snapshot the original bytes so we can restore byte-for-byte after the build
        // (preserves CRLF, trailing whitespace, etc.).
        originalBytes, err := os.ReadFile(fullpath)
        originalExisted := err == nil
        if err != nil && !os.IsNotExist(err) {
                return err
        }

        defer func() {
                if originalExisted {
                        _ = os.WriteFile(fullpath, originalBytes, 0o644) //nolint:gosec,mnd
                } else {
                        _ = os.Remove(fullpath)
                }
        }()

        switch {
        case !originalExisted:
                if err := os.WriteFile(fullpath, []byte("dags/\n"), 0o644); err != nil { //nolint:gosec,mnd
                        return err
                }
        case !dockerignoreContainsDags(originalBytes):
                modified := append([]byte{}, originalBytes...)
                if len(modified) > 0 && modified[len(modified)-1] != '\n' {
                        modified = append(modified, '\n')
                }
                modified = append(modified, []byte("dags/\n")...)
                if err := os.WriteFile(fullpath, modified, 0o644); err != nil { //nolint:gosec,mnd
                        return err
                }
        }

        return imageHandler.Build("", buildSecrets, types.ImageBuildConfig{Path: path, TargetPlatforms: deployImagePlatformSupport})
}

// dockerignoreContainsDags reports whether content has a line equal to "dags/".
// Uses bufio.Scanner so CRLF line endings are handled identically to LF.
func dockerignoreContainsDags(content []byte) bool {
        scanner := bufio.NewScanner(bytes.NewReader(content))
        for scanner.Scan() {
                if scanner.Text() == "dags/" {
                        return true
                }
        }
        return false
}

func buildImage(path, currentVersion, deployImage, imageName, organizationID string, buildSecrets []string, dagDeployEnabled, isRemoteExecutionEnabled bool, astroV1Client astrov1.APIClient) (version string, err error) {
        imageHandler := airflowImageHandler(deployImage)

        if imageName == "" {
                // Build our image
                fmt.Println(composeImageBuildingPromptMsg)

                // Cosmos Boost pre-deploy step, opt-in via cosmos_boost.pre_deploy;
                // with the setting off the build does not touch the tree at all.
                // Cleanup runs first and is fatal on failure (a stale artifact must
                // not ship inside the image), while stamping is best-effort (a
                // missing artifact is safe). Artifacts left by earlier enabled
                // deploys are removed with `astro dbt cleanup`.
                if config.CFG.CosmosBoostPreDeploy.GetBool() {
                        if err := cosmosboost.EnsureClean(path); err != nil {
                                return "", err
                        }
                        cosmosboost.BestEffortPreDeploy(path)
                }

                if dagDeployEnabled || isRemoteExecutionEnabled {
                        err := buildImageWithoutDags(path, buildSecrets, imageHandler)
                        if err != nil {
                                return "", err
                        }
                } else {
                        err := imageHandler.Build("", buildSecrets, types.ImageBuildConfig{Path: path, TargetPlatforms: deployImagePlatformSupport})
                        if err != nil {
                                return "", err
                        }
                }
        } else {
                // skip build if an imageName is passed
                fmt.Println(composeSkipImageBuildingPromptMsg)

                err := imageHandler.TagLocalImage(imageName)
                if err != nil {
                        return "", err
                }
        }

        version, err = imageHandler.GetLabel("", runtimeImageLabel)
        if err != nil {
                fmt.Println("unable get runtime version from image")
        }

        if config.CFG.ShowWarnings.GetBool() && version == "" {
                if imageName != "" {
                        // Registry image names are arbitrary and do not convey base image
                        // information; reference the missing label in the warning instead.
                        fmt.Printf(warningInvalidPrebuiltImageNameMsg, imageName, runtimeImageLabel)
                } else {
                        // Parse the Dockerfile to include the FROM image in the warning,
                        // giving the user a concrete reference for what needs to change.
                        cmds, err := docker.ParseFile(filepath.Join(path, dockerfile))
                        if err != nil {
                                return "", errors.Wrapf(err, "failed to parse dockerfile: %s", filepath.Join(path, dockerfile))
                        }
                        fmt.Printf(warningInvalidImageNameMsg, docker.GetImageFromParsedFile(cmds))
                }
                fmt.Println("Canceling deploy...")
                os.Exit(1)
        }

        resp, err := astroV1Client.GetDeploymentOptionsWithResponse(httpContext.Background(), organizationID, &astrov1.GetDeploymentOptionsParams{})
        if err != nil {
                return "", err
        }
        err = astrov1.NormalizeAPIError(resp.HTTPResponse, resp.Body)
        if err != nil {
                return "", err
        }
        deploymentOptionsRuntimeVersions := []string{}
        for _, runtimeRelease := range resp.JSON200.RuntimeReleases {
                deploymentOptionsRuntimeVersions = append(deploymentOptionsRuntimeVersions, runtimeRelease.Version)
        }

        if !ValidRuntimeVersion(currentVersion, version, deploymentOptionsRuntimeVersions) {
                fmt.Println("Canceling deploy...")
                os.Exit(1)
        }

        WarnIfNonLatestVersion(version, httputil.NewHTTPClient())

        return version, nil
}

// finalize deploy
func finalizeDeploy(deployID, deploymentID, organizationID, dagTarballVersion string, dagDeploy bool, astroV1Client astrov1.APIClient) error {
        finalizeDeployRequest := astrov1.FinalizeDeployRequest{}
        if dagDeploy {
                finalizeDeployRequest.DagTarballVersion = &dagTarballVersion
        }
        resp, err := astroV1Client.FinalizeDeployWithResponse(httpContext.Background(), organizationID, deploymentID, deployID, finalizeDeployRequest)
        if err != nil {
                return err
        }
        err = astrov1.NormalizeAPIError(resp.HTTPResponse, resp.Body)
        if err != nil {
                return err
        }
        if resp.JSON200.DagTarballVersion != nil {
                fmt.Println("Deployed DAG bundle: ", *resp.JSON200.DagTarballVersion)
        }
        if resp.JSON200.ImageTag != "" {
                fmt.Println("Deployed Image Tag: ", resp.JSON200.ImageTag)
        }
        return nil
}

func createDeploy(organizationID, deploymentID string, request astrov1.CreateDeployRequest, astroV1Client astrov1.APIClient) (*astrov1.Deploy, error) {
        resp, err := astroV1Client.CreateDeployWithResponse(httpContext.Background(), organizationID, deploymentID, request)
        if err != nil {
                return nil, err
        }
        err = astrov1.NormalizeAPIError(resp.HTTPResponse, resp.Body)
        if err != nil {
                return nil, err
        }
        return resp.JSON200, err
}

// createDeployWithDagBundle creates a deploy targeting a named DAG bundle via the
// v1alpha1 deploy API, the only tier that accepts dagBundleName. The v1alpha1
// type vocabulary is simpler than v1's: the server expands IMAGE to IMAGE_AND_DAG
// (or DAG to DAG_ONLY) based on the deployment, so a plain deploy maps to IMAGE
// and a --dags deploy maps to DAG. Remove once dagBundleName reaches the v1 API.
func createDeployWithDagBundle(organizationID, deploymentID, description, dagBundleName string, dags bool, git *astrov1.CreateDeployGitRequest, client astrov1alpha1.APIClient) (*astrov1alpha1.Deploy, error) {
        deployType := astrov1alpha1.CreateDeployRequestTypeIMAGE
        if dags {
                deployType = astrov1alpha1.CreateDeployRequestTypeDAG
        }
        request := astrov1alpha1.CreateDeployRequest{
                Type:          deployType,
                Description:   &description,
                DagBundleName: &dagBundleName,
                Git:           toV1Alpha1GitRequest(git),
        }
        resp, err := client.CreateDeployWithResponse(httpContext.Background(), organizationID, deploymentID, request)
        if err != nil {
                return nil, err
        }
        err = astrov1alpha1.NormalizeAPIError(resp.HTTPResponse, resp.Body)
        if err != nil {
                return nil, err
        }
        return resp.JSON200, nil
}

func toV1Alpha1GitRequest(git *astrov1.CreateDeployGitRequest) *astrov1alpha1.CreateDeployGitRequest {
        if git == nil {
                return nil
        }
        return &astrov1alpha1.CreateDeployGitRequest{
                Account:         git.Account,
                AuthorName:      git.AuthorName,
                AuthorUrl:       git.AuthorUrl,
                AuthorUsername:  git.AuthorUsername,
                BeforeCommitSha: git.BeforeCommitSha,
                Branch:          git.Branch,
                CommitSha:       git.CommitSha,
                CommitUrl:       git.CommitUrl,
                Path:            git.Path,
                Provider:        astrov1alpha1.CreateDeployGitRequestProvider(git.Provider),
                RemoteUrl:       git.RemoteUrl,
                Repo:            git.Repo,
        }
}

func ValidRuntimeVersion(currentVersion, tag string, deploymentOptionsRuntimeVersions []string) bool {
        // Allow old deployments which do not have runtimeVersion tag
        if currentVersion == "" {
                return true
        }

        // Check that the tag is not a downgrade
        if airflowversions.CompareRuntimeVersions(tag, currentVersion) < 0 {
                fmt.Printf("Cannot deploy a downgraded Astro Runtime version. Modify your Astro Runtime version to %s or higher in your Dockerfile\n", currentVersion)
                return false
        }

        // Check that the tag is supported by the deployment
        tagInDeploymentOptions := false
        for _, runtimeVersion := range deploymentOptionsRuntimeVersions {
                if airflowversions.CompareRuntimeVersions(tag, runtimeVersion) == 0 {
                        tagInDeploymentOptions = true
                        break
                }
        }
        if !tagInDeploymentOptions {
                fmt.Println("Cannot deploy an unsupported Astro Runtime version. Modify your Astro Runtime version to a supported version in your Dockerfile")
                fmt.Printf("Supported versions: %s\n", strings.Join(deploymentOptionsRuntimeVersions, ", "))
                return false
        }

        // If upgrading from Airflow 2 to Airflow 3, we require at least Runtime 12.0.0 (Airflow 2.10.0)
        currentVersionAirflowMajorVersion := airflowversions.AirflowMajorVersionForRuntimeVersion(currentVersion)
        tagAirflowMajorVersion := airflowversions.AirflowMajorVersionForRuntimeVersion(tag)
        if currentVersionAirflowMajorVersion == "2" && tagAirflowMajorVersion == "3" {
                if airflowversions.CompareRuntimeVersions(currentVersion, "12.0.0") < 0 {
                        fmt.Println("Can only upgrade deployment from Airflow 2 to Airflow 3 with deployment at Astro Runtime 12.0.0 or higher")
                        return false
                }
        }

        return true
}

func WarnIfNonLatestVersion(version string, httpClient *httputil.HTTPClient) {
        client := airflowversions.NewClient(httpClient, false, false)
        latestRuntimeVersion, err := airflowversions.GetDefaultImageTag(client, "", "", false)
        if err != nil {
                logger.Debugf("unable to get latest runtime version: %s", err)
                return
        }

        if airflowversions.CompareRuntimeVersions(version, latestRuntimeVersion) < 0 {
                fmt.Printf("WARNING! You are currently running Astro Runtime Version %s\nConsider upgrading to the latest version, Astro Runtime %s\n", version, latestRuntimeVersion)
        }
}

// ClientBuildContext represents a prepared build context for client deployment
type ClientBuildContext struct {
        // TempDir is the temporary directory containing the build context
        TempDir string
        // CleanupFunc should be called to clean up the temporary directory
        CleanupFunc func()
}

// prepareClientBuildContext creates a temporary build context with client dependency files
// This avoids modifying the original project files, preventing race conditions with concurrent deployments.
func prepareClientBuildContext(sourcePath string) (*ClientBuildContext, error) {
        // Create a temporary directory for the build context
        tempBuildDir, err := os.MkdirTemp("", "astro-client-build-*")
        if err != nil {
                return nil, fmt.Errorf("failed to create temporary build directory: %w", err)
        }

        // Cleanup function to be called by the caller
        cleanup := func() {
                os.RemoveAll(tempBuildDir)
        }

        // Always return cleanup function if we created a temp directory, even on error
        buildContext := &ClientBuildContext{
                TempDir:     tempBuildDir,
                CleanupFunc: cleanup,
        }

        // Check if source directory exists first
        if exists, err := fileutil.Exists(sourcePath, nil); err != nil {
                return buildContext, fmt.Errorf("failed to check if source directory exists: %w", err)
        } else if !exists {
                return buildContext, fmt.Errorf("source directory does not exist: %s", sourcePath)
        }

        // Build a skip predicate from the project's .dockerignore so excluded
        // paths (e.g. infra/ with terragrunt provider-cache symlinks) are not
        // copied into the build context. This mirrors what the Docker builder does
        // for in-place builds; the client deploy copies the context first, so it
        // must honor .dockerignore itself.
        skip, err := dockerignoreSkipFunc(sourcePath)
        if err != nil {
                return buildContext, fmt.Errorf("failed to read .dockerignore: %w", err)
        }

        // Copy all project files to the temporary directory
        err = fileutil.CopyDirectoryFiltered(sourcePath, tempBuildDir, skip)
        if err != nil {
                return buildContext, fmt.Errorf("failed to copy project files to temporary directory: %w", err)
        }

        // Process client dependency files
        err = setupClientDependencyFiles(tempBuildDir)
        if err != nil {
                return buildContext, fmt.Errorf("failed to setup client dependency files: %w", err)
        }

        return buildContext, nil
}

// alwaysIncludedBuildFiles are never excluded from the client build context,
// even if a user's .dockerignore would match them. The Docker builder applies
// the same special-casing to the Dockerfile and .dockerignore, and the client
// deploy additionally needs its client dependency files.
var alwaysIncludedBuildFiles = map[string]bool{
        "Dockerfile.client":       true,
        ".dockerignore":           true,
        "requirements-client.txt": true,
        "packages-client.txt":     true,
}

// dockerignoreSkipFunc parses the .dockerignore at sourcePath (if any) and
// returns a predicate, suitable for fileutil.CopyDirectoryFiltered, that
// reports whether a path should be excluded from the build context. It returns
// nil (copy everything) when there is no .dockerignore file.
func dockerignoreSkipFunc(sourcePath string) (func(relPath string, isDir bool) bool, error) {
        f, err := os.Open(filepath.Join(sourcePath, ".dockerignore"))
        if err != nil {
                if os.IsNotExist(err) {
                        return nil, nil
                }
                return nil, err
        }
        defer f.Close()

        patterns, err := ignorefile.ReadAll(f)
        if err != nil {
                return nil, err
        }

        pm, err := patternmatcher.New(patterns)
        if err != nil {
                return nil, err
        }

        return func(relPath string, isDir bool) bool {
                if alwaysIncludedBuildFiles[relPath] {
                        return false
                }
                matched, err := pm.MatchesOrParentMatches(relPath)
                if err != nil || !matched {
                        return false
                }
                // When exclusion ("!") patterns exist, a child of a matched directory
                // may be re-included, so we must descend rather than prune the dir.
                if isDir && pm.Exclusions() {
                        return false
                }
                return true
        }, nil
}

// setupClientDependencyFiles processes client-specific dependency files in the build context
func setupClientDependencyFiles(buildDir string) error {
        // Define dependency file pairs (client file -> regular file)
        dependencyFiles := map[string]string{
                "requirements-client.txt": "requirements.txt",
                "packages-client.txt":     "packages.txt",
        }

        // Process client dependency files in the build directory
        for clientFile, regularFile := range dependencyFiles {
                clientPath := filepath.Join(buildDir, clientFile)
                regularPath := filepath.Join(buildDir, regularFile)

                // Copy client file content to the regular file location (requires client file to exist)
                if err := fileutil.CopyFile(clientPath, regularPath); err != nil {
                        return fmt.Errorf("failed to copy %s to %s in build context: %w", clientFile, regularFile, err)
                }
        }

        return nil
}

// DeployClientImage handles the client deploy functionality
func DeployClientImage(deployInput InputClientDeploy, astroV1Client astrov1.APIClient) error { //nolint:gocritic
        c, err := config.GetCurrentContext()
        if err != nil {
                return errors.Wrap(err, "failed to get current context")
        }

        // Validate deployment runtime version if deployment ID is provided
        if err := validateClientImageRuntimeVersion(deployInput, astroV1Client); err != nil {
                return err
        }

        // Get the remote client registry endpoint from config
        registryEndpoint := config.CFG.RemoteClientRegistry.GetString()
        if registryEndpoint == "" {
                fmt.Println("The Astro CLI is not configured to push client images to your private registry.")
                fmt.Println("For remote Deployments, client images must be stored in your private registry, not in Astronomer managed registries.")
                fmt.Println("Please provide your private registry information so the Astro CLI can push client images.")
                return errors.New("remote client registry is not configured. To configure it, run: 'astro config set remote.client_registry <endpoint>' and try again.")
        }

        // Use consistent deploy-<timestamp> tagging mechanism like regular deploys
        // The ImageName flag only specifies which local image to use, not the remote tag
        imageTag := "deploy-" + time.Now().UTC().Format("2006-01-02T15-04")

        // Build the full remote image name
        remoteImage := fmt.Sprintf("%s:%s", registryEndpoint, imageTag)

        // Create an image handler for building and pushing
        imageHandler := airflowImageHandler(remoteImage)

        if deployInput.ImageName != "" {
                // Use the provided local image (tag will be ignored, remote tag is always timestamp-based)
                fmt.Println("Using provided image:", deployInput.ImageName)
                err := imageHandler.TagLocalImage(deployInput.ImageName)
                if err != nil {
                        return fmt.Errorf("failed to tag local image: %w", err)
                }
        } else {
                // Authenticate with the base image registry before building
                // This is needed because Dockerfile.client uses base images from a private registry

                // Skip registry login if the base image registry is not from astronomer, check the content of the Dockerfile.client file
                dockerfileClientContent, err := fileutil.ReadFileToString(filepath.Join(deployInput.Path, "Dockerfile.client"))
                if util.IsAstronomerRegistry(dockerfileClientContent) || err != nil {
                        // login to the registry
                        if err != nil {
                                fmt.Println("WARNING: Failed to read Dockerfile.client, so will assume the base image is using images.astronomer.cloud and try to login to the registry")
                        }
                        baseImageRegistry := config.CFG.RemoteBaseImageRegistry.GetString()
                        fmt.Printf("Authenticating with base image registry: %s\n", baseImageRegistry)
                        err := airflow.DockerLogin(baseImageRegistry, registryUsername, c.Token)
                        if err != nil {
                                fmt.Println("Failed to authenticate with Astronomer registry that contains the base agent image used in the Dockerfile.client file.")
                                fmt.Println("This could be because either your token has expired or you don't have permission to pull the base agent image.")
                                fmt.Println("Please re-login via `astro login` to refresh the credentials or validate that `ASTRO_API_TOKEN` environment variable is set with the correct token and try again")
                                return fmt.Errorf("failed to authenticate with registry %s: %w", baseImageRegistry, err)
                        }
                }

                // Build the client image from the current directory
                // Determine target platforms for client deploy
                var targetPlatforms []string
                if deployInput.Platform != "" {
                        // Parse comma-separated platforms from --platform flag
                        targetPlatforms = strings.Split(deployInput.Platform, ",")
                        // Trim whitespace from each platform
                        for i, platform := range targetPlatforms {
                                targetPlatforms[i] = strings.TrimSpace(platform)
                        }
                        fmt.Printf("Building client image for platforms: %s\n", strings.Join(targetPlatforms, ", "))
                } else {
                        // Use empty slice to let Docker build for host platform by default
                        targetPlatforms = []string{}
                        fmt.Println("Building client image for host platform")
                }

                // Prepare build context with client dependency files
                buildContext, err := prepareClientBuildContext(deployInput.Path)
                if buildContext != nil && buildContext.CleanupFunc != nil {
                        defer buildContext.CleanupFunc()
                }
                if err != nil {
                        return fmt.Errorf("failed to prepare client build context: %w", err)
                }

                // Build the image from the prepared context
                buildConfig := types.ImageBuildConfig{
                        Path:            buildContext.TempDir,
                        TargetPlatforms: targetPlatforms,
                }

                err = imageHandler.Build("Dockerfile.client", deployInput.BuildSecrets, buildConfig)
                if err != nil {
                        return fmt.Errorf("failed to build client image: %w", err)
                }
        }

        // Push the image to the remote registry (assumes docker login was done externally)
        fmt.Println("Pushing client image to configured remote registry")
        _, err = imageHandler.Push(remoteImage, "", "", false)
        if err != nil {
                if errors.Is(err, airflow.ErrImagePush403) {
                        fmt.Printf("\n--------------------------------\n")
                        fmt.Printf("Failed to push client image to %s\n", registryEndpoint)
                        fmt.Println("It could be due to either your registry token has expired or you don't have permission to push the client image")
                        fmt.Printf("Please ensure that you have logged in to `%s` via `docker login` and try again\n\n", registryEndpoint)
                }
                return fmt.Errorf("failed to push client image: %w", err)
        }

        fmt.Printf("Successfully pushed client image to %s\n", ansi.Bold(remoteImage))

        fmt.Printf("\n--------------------------------\n")
        fmt.Println("The client image has been pushed to your private registry.")
        fmt.Println("Your next step would be to update the agent component to use the new client image.")
        fmt.Println("For that you would either need to update the helm chart values.yaml file or update your CI/CD pipeline to use the new client image.")
        fmt.Printf("If you are using Astronomer provided Agent Helm chart, you would need to update the `image` field for each of the workers, dagProcessor, and triggerer component sections to the new image: %s\n", remoteImage)
        fmt.Println("Once you have updated the helm chart values.yaml file, you can run 'helm upgrade' or update via your CI/CD pipeline to update the agent components")

        return nil
}

// validateClientImageRuntimeVersion validates that the client image runtime version
// is not newer than the deployment runtime version
func validateClientImageRuntimeVersion(deployInput InputClientDeploy, astroV1Client astrov1.APIClient) error { //nolint:gocritic
        // Skip validation if no deployment ID provided
        if deployInput.DeploymentID == "" {
                return nil
        }

        // Get current context for organization info
        c, err := config.GetCurrentContext()
        if err != nil {
                return errors.Wrap(err, "failed to get current context")
        }

        // Get deployment information
        deployInfo, err := fetchDeploymentDetails(deployInput.DeploymentID, c.Organization, astroV1Client)
        if err != nil {
                return errors.Wrap(err, "failed to get deployment information")
        }

        // Parse Dockerfile.client to get client image runtime version
        dockerfileClientPath := filepath.Join(deployInput.Path, "Dockerfile.client")
        if _, err := os.Stat(dockerfileClientPath); os.IsNotExist(err) {
                return errors.New("Dockerfile.client is required for client image runtime version validation")
        }

        cmds, err := docker.ParseFile(dockerfileClientPath)
        if err != nil {
                return errors.Wrapf(err, "failed to parse Dockerfile.client: %s", dockerfileClientPath)
        }

        baseImage := docker.GetImageFromParsedFile(cmds)
        if baseImage == "" {
                return errors.New("failed to find base image in Dockerfile.client")
        }

        // Extract runtime version from the base image tag
        clientRuntimeVersion, err := extractRuntimeVersionFromImage(baseImage)
        if err != nil {
                return errors.Wrapf(err, "failed to extract runtime version from client image %s", baseImage)
        }

        // Compare versions
        if airflowversions.CompareRuntimeVersions(clientRuntimeVersion, deployInfo.currentVersion) > 0 {
                return fmt.Errorf(`client image runtime version validation failed:

The client image is based on Astro Runtime version %s, which is newer than the deployment's runtime version %s.

To fix this issue, you can either:
1. Downgrade the client image version by updating the base image in Dockerfile.client to use runtime version %s or earlier
2. Upgrade the deployment's runtime version to %s or higher

This validation ensures compatibility between your client image and the deployment environment`,
                        clientRuntimeVersion, deployInfo.currentVersion, deployInfo.currentVersion, clientRuntimeVersion)
        }

        fmt.Printf("✓ Client image runtime version %s is compatible with deployment runtime version %s\n",
                clientRuntimeVersion, deployInfo.currentVersion)

        return nil
}

// extractRuntimeVersionFromImage extracts the runtime version from an image tag
// Example: "images.astronomer.cloud/baseimages/astro-remote-execution-agent:3.1-1-python-3.12-astro-agent-1.1.0"
// Returns: "3.1-1"
func extractRuntimeVersionFromImage(imageName string) (string, error) {
        // Split image name to get the tag part
        parts := strings.Split(imageName, ":")
        if len(parts) < 2 {
                return "", errors.New("image name does not contain a tag")
        }

        imageTag := parts[len(parts)-1] // Get the last part as the tag

        // Use the existing ParseImageTag function from airflow_versions package
        tagInfo, err := airflowversions.ParseImageTag(imageTag)
        if err != nil {
                return "", errors.Wrapf(err, "failed to parse image tag: %s", imageTag)
        }

        return tagInfo.RuntimeVersion, nil
}

astronomer / astro-cli / 30890018300

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