|
8 | 8 |
|
9 | 9 | import datetime
|
10 | 10 | from warnings import warn
|
| 11 | +import requests |
| 12 | +from requests.exceptions import HTTPError |
11 | 13 |
|
12 |
| -from ..core import HTTPError, current_session, delete, get, sasctl_command |
| 14 | +from ..core import current_session, delete, get, sasctl_command |
13 | 15 | from .service import Service
|
14 | 16 |
|
15 | 17 | FUNCTIONS = {
|
@@ -612,14 +614,134 @@ def list_model_versions(cls, model):
|
612 | 614 |
|
613 | 615 | Returns
|
614 | 616 | -------
|
615 |
| - list |
| 617 | + RestObj |
616 | 618 |
|
617 | 619 | """
|
618 |
| - model = cls.get_model(model) |
619 |
| - if cls.get_model_link(model, "modelVersions") is None: |
620 |
| - raise ValueError("Unable to retrieve versions for model '%s'" % model) |
621 | 620 |
|
622 |
| - return cls.request_link(model, "modelVersions") |
| 621 | + link = cls.get_model_link(model, "modelHistory") |
| 622 | + if link is None: |
| 623 | + raise ValueError( |
| 624 | + "Cannot find link for version history for model '%s'" % model |
| 625 | + ) |
| 626 | + |
| 627 | + modelHistory = cls.request_link( |
| 628 | + link, |
| 629 | + "modelHistory", |
| 630 | + headers={"Accept": "application/vnd.sas.models.model.version"}, |
| 631 | + ) |
| 632 | + if modelHistory is None: |
| 633 | + return {} |
| 634 | + |
| 635 | + return modelHistory |
| 636 | + |
| 637 | + @classmethod |
| 638 | + def get_model_version(cls, model, version_id): |
| 639 | + |
| 640 | + model_history = cls.list_model_versions(model) |
| 641 | + model_history_items = model_history.get("items") |
| 642 | + |
| 643 | + for i, item in enumerate(model_history_items): |
| 644 | + if item.get("id") == version_id: |
| 645 | + return cls.request_link( |
| 646 | + item, |
| 647 | + "self", |
| 648 | + headers={"Accept": "application/vnd.sas.models.model.version"}, |
| 649 | + ) |
| 650 | + |
| 651 | + raise ValueError("The version id specified could not be found.") |
| 652 | + |
| 653 | + @classmethod |
| 654 | + def get_model_with_versions(cls, model): |
| 655 | + if cls.is_uuid(model): |
| 656 | + model_id = model |
| 657 | + elif isinstance(model, dict) and "id" in model: |
| 658 | + model_id = model["id"] |
| 659 | + else: |
| 660 | + model = cls.get_model(model) |
| 661 | + if not model: |
| 662 | + raise HTTPError( |
| 663 | + "This model may not exist in a project or the model may not exist at all." |
| 664 | + ) |
| 665 | + model_id = model["id"] |
| 666 | + |
| 667 | + versions_uri = f"/modelRepository/models/{model_id}/versions" |
| 668 | + version_history = cls.get( |
| 669 | + versions_uri, |
| 670 | + headers={"Accept": "application/vnd.sas.models.model.version"}, |
| 671 | + ) |
| 672 | + if version_history is None: |
| 673 | + return {} |
| 674 | + return version_history |
| 675 | + |
| 676 | + @classmethod |
| 677 | + def get_model_or_version(cls, model, version_id): |
| 678 | + |
| 679 | + if cls.is_uuid(model): |
| 680 | + model_id = model |
| 681 | + elif isinstance(model, dict) and "id" in model: |
| 682 | + model_id = model["id"] |
| 683 | + else: |
| 684 | + model = cls.get_model(model) |
| 685 | + if not model: |
| 686 | + raise HTTPError( |
| 687 | + "This model may not exist in a project or the model may not exist at all." |
| 688 | + ) |
| 689 | + model_id = model["id"] |
| 690 | + |
| 691 | + if model_id == version_id: |
| 692 | + return cls.get_model(model) |
| 693 | + |
| 694 | + version_history = cls.get_model_with_versions(model) |
| 695 | + model_versions = version_history.get("modelVersions") |
| 696 | + for i, item in enumerate(model_versions): |
| 697 | + if item.get("id") == version_id: |
| 698 | + return cls.request_link( |
| 699 | + item, |
| 700 | + "self", |
| 701 | + headers={"Accept": "application/vnd.sas.models.model.version"}, |
| 702 | + ) |
| 703 | + |
| 704 | + raise ValueError("The version id specified could not be found.") |
| 705 | + |
| 706 | + @classmethod |
| 707 | + def get_model_version_contents(cls, model, version_id): |
| 708 | + model_version = cls.get_model_version(model, version_id) |
| 709 | + version_contents = cls.request_link( |
| 710 | + model_version, |
| 711 | + "contents", |
| 712 | + headers={"Accept": "application/vnd.sas.models.model.content"}, |
| 713 | + ) |
| 714 | + |
| 715 | + if version_contents is None: |
| 716 | + return {} |
| 717 | + return version_contents |
| 718 | + |
| 719 | + @classmethod |
| 720 | + def get_model_version_content_metadata(cls, model, version_id, content_id): |
| 721 | + model_version_contents = cls.get_model_version_contents(model, version_id) |
| 722 | + |
| 723 | + model_version_contents_items = model_version_contents.get("items") |
| 724 | + for i, item in enumerate(model_version_contents_items): |
| 725 | + if item.get("id") == content_id: |
| 726 | + return cls.request_link( |
| 727 | + item, |
| 728 | + "self", |
| 729 | + headers={"Accept": "application/vnd.sas.models.model.content"}, |
| 730 | + ) |
| 731 | + |
| 732 | + raise ValueError("The content id specified could not be found.") |
| 733 | + |
| 734 | + @classmethod |
| 735 | + def get_model_version_content(cls, model, version_id, content_id): |
| 736 | + |
| 737 | + metadata = cls.get_model_version_content_metadata(model, version_id, content_id) |
| 738 | + version_content_file = cls.request_link( |
| 739 | + metadata, "content", headers={"Accept": "text/plain"} |
| 740 | + ) |
| 741 | + |
| 742 | + if version_content_file is None: |
| 743 | + raise HTTPError("Something went wrong while accessing the metadata file.") |
| 744 | + return version_content_file |
623 | 745 |
|
624 | 746 | @classmethod
|
625 | 747 | def copy_analytic_store(cls, model):
|
|
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