SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job. #1809

Closed
Closed
SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job.#1809

Description

@brightsparc
brightsparc
opened on Aug 5, 2020

Describe the bug

Error when attempting to load a baseline job using the classmethod from_processing_name

Returns the error TypeError: super(type, obj): obj must be an instance or subtype of type see full stack below.

To reproduce

A ProcessingJob is able to be loaded from processing name, but when attempting to load a BaseliningJob this fails, also attempt to load by ProcessingJob object also fails.

import sagemaker
from sagemaker.processing import ProcessingJob
from sagemaker.model_monitor import BaseliningJob
sagemaker_session = sagemaker.Session()
processing_job = ProcessingJob.from_processing_name(sagemaker_session, processing_job_name)
print(processing_job.describe()) # This is able to load
BaseliningJob.from_processing_job(processing_job) # This Fails
BaseliningJob.from_processing_name(processing_job_name) # This also Fails

Expected behavior

SageMaker v1.70.10 would successfully load the baseline job, and this is now not supported There doesn't appear to be any changes mentioned for Model Monitor in v2 API.

Screenshots or logs

---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-236-4373b7bd24a4> in <module>
4 5 sagemaker_session = sagemaker.Session()
----> 6 baseline_job = BaseliningJob.from_processing_name(sagemaker_session, processing_job_name)
7 status = baseline_job.describe()['ProcessingJobStatus']
8 if status != 'Completed':
~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/processing.py in from_processing_name(cls, sagemaker_session, processing_job_name)
685 inputs=inputs,
686 outputs=outputs,
--> 687 output_kms_key=output_kms_key,
688 )
689 ~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/model_monitor/model_monitoring.py in __init__(self, sagemaker_session, job_name, inputs, outputs, output_kms_key)
1815 self.inputs = inputs
1816 self.outputs = outputs
-> 1817 super(BaseliningJob, self).__init__(
1818 sagemaker_session=sagemaker_session,
1819 job_name=job_name,
TypeError: super(type, obj): obj must be an instance or subtype of type

System information
A description of your system. Please provide:

  • SageMaker Python SDK version: 2.0.0
  • Framework name (eg. PyTorch) or algorithm (eg. KMeans):
  • Framework version:
  • Python version:
  • CPU or GPU:
  • Custom Docker image (Y/N):

Additional context
Add any other context about the problem here.

Metadata

Metadata

Assignees

No one assigned

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      Issue actions

      , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
       blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

      Skip to content
      SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job. #1809
      Closed
      Closed
      SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job.#1809
      Description
      @brightsparc
      brightsparc
      opened on Aug 5, 2020
      Describe the bug
      Error when attempting to load a baseline job using the classmethod from_processing_name
      Returns the error TypeError: super(type, obj): obj must be an instance or subtype of type see full stack below.
      To reproduce
      A ProcessingJob is able to be loaded from processing name, but when attempting to load a BaseliningJob this fails, also attempt to load by ProcessingJob object also fails.
      import sagemaker
from sagemaker.processing import ProcessingJob
from sagemaker.model_monitor import BaseliningJob
sagemaker_session = sagemaker.Session()
processing_job = ProcessingJob.from_processing_name(sagemaker_session, processing_job_name)
print(processing_job.describe()) # This is able to load
BaseliningJob.from_processing_job(processing_job) # This Fails
BaseliningJob.from_processing_name(processing_job_name) # This also Fails

      Expected behavior
      SageMaker v1.70.10 would successfully load the baseline job, and this is now not supported There doesn't appear to be any changes mentioned for Model Monitor in v2 API.
      Screenshots or logs
      ---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-236-4373b7bd24a4> in <module>
4 5 sagemaker_session = sagemaker.Session()
----> 6 baseline_job = BaseliningJob.from_processing_name(sagemaker_session, processing_job_name)
7 status = baseline_job.describe()['ProcessingJobStatus']
8 if status != 'Completed':
~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/processing.py in from_processing_name(cls, sagemaker_session, processing_job_name)
685 inputs=inputs,
686 outputs=outputs,
--> 687 output_kms_key=output_kms_key,
688 )
689 ~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/model_monitor/model_monitoring.py in __init__(self, sagemaker_session, job_name, inputs, outputs, output_kms_key)
1815 self.inputs = inputs
1816 self.outputs = outputs
-> 1817 super(BaseliningJob, self).__init__(
1818 sagemaker_session=sagemaker_session,
1819 job_name=job_name,
TypeError: super(type, obj): obj must be an instance or subtype of type

      System information
      
A description of your system. Please provide:
      • SageMaker Python SDK version: 2.0.0
      • Framework name (eg. PyTorch) or algorithm (eg. KMeans):
      • Framework version:
      • Python version:
      • CPU or GPU:
      • Custom Docker image (Y/N):
      Additional context
      
Add any other context about the problem here.
      Metadata
      Metadata
      Assignees
      No one assigned
        Labels
        No labels
        No labels
        Type
        No type
        Projects
        No projects
          Milestone
          No milestone
          Relationships
          None yet
          Development
          No branches or pull requests
          Issue actions
          
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

          Skip to content
          SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job. #1809
          Closed
          Closed
          SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job.#1809
          Description
          @brightsparc
          brightsparc
          opened on Aug 5, 2020
          Describe the bug
          Error when attempting to load a baseline job using the classmethod from_processing_name
          Returns the error TypeError: super(type, obj): obj must be an instance or subtype of type see full stack below.
          To reproduce
          A ProcessingJob is able to be loaded from processing name, but when attempting to load a BaseliningJob this fails, also attempt to load by ProcessingJob object also fails.
          import sagemaker
from sagemaker.processing import ProcessingJob
from sagemaker.model_monitor import BaseliningJob
sagemaker_session = sagemaker.Session()
processing_job = ProcessingJob.from_processing_name(sagemaker_session, processing_job_name)
print(processing_job.describe()) # This is able to load
BaseliningJob.from_processing_job(processing_job) # This Fails
BaseliningJob.from_processing_name(processing_job_name) # This also Fails

          Expected behavior
          SageMaker v1.70.10 would successfully load the baseline job, and this is now not supported There doesn't appear to be any changes mentioned for Model Monitor in v2 API.
          Screenshots or logs
          ---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-236-4373b7bd24a4> in <module>
4 5 sagemaker_session = sagemaker.Session()
----> 6 baseline_job = BaseliningJob.from_processing_name(sagemaker_session, processing_job_name)
7 status = baseline_job.describe()['ProcessingJobStatus']
8 if status != 'Completed':
~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/processing.py in from_processing_name(cls, sagemaker_session, processing_job_name)
685 inputs=inputs,
686 outputs=outputs,
--> 687 output_kms_key=output_kms_key,
688 )
689 ~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/model_monitor/model_monitoring.py in __init__(self, sagemaker_session, job_name, inputs, outputs, output_kms_key)
1815 self.inputs = inputs
1816 self.outputs = outputs
-> 1817 super(BaseliningJob, self).__init__(
1818 sagemaker_session=sagemaker_session,
1819 job_name=job_name,
TypeError: super(type, obj): obj must be an instance or subtype of type

          System information
          
A description of your system. Please provide:
          • SageMaker Python SDK version: 2.0.0
          • Framework name (eg. PyTorch) or algorithm (eg. KMeans):
          • Framework version:
          • Python version:
          • CPU or GPU:
          • Custom Docker image (Y/N):
          Additional context
          
Add any other context about the problem here.
          Metadata
          Metadata
          Assignees
          No one assigned
            Labels
            No labels
            No labels
            Type
            No type
            Projects
            No projects
              Milestone
              No milestone
              Relationships
              None yet
              Development
              No branches or pull requests
              Issue actions
              
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

              Skip to content
              SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job. #1809
              Closed
              Closed
              SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job.#1809
              Description
              @brightsparc
              brightsparc
              opened on Aug 5, 2020
              Describe the bug
              Error when attempting to load a baseline job using the classmethod from_processing_name
              Returns the error TypeError: super(type, obj): obj must be an instance or subtype of type see full stack below.
              To reproduce
              A ProcessingJob is able to be loaded from processing name, but when attempting to load a BaseliningJob this fails, also attempt to load by ProcessingJob object also fails.
              import sagemaker
from sagemaker.processing import ProcessingJob
from sagemaker.model_monitor import BaseliningJob
sagemaker_session = sagemaker.Session()
processing_job = ProcessingJob.from_processing_name(sagemaker_session, processing_job_name)
print(processing_job.describe()) # This is able to load
BaseliningJob.from_processing_job(processing_job) # This Fails
BaseliningJob.from_processing_name(processing_job_name) # This also Fails

              Expected behavior
              SageMaker v1.70.10 would successfully load the baseline job, and this is now not supported There doesn't appear to be any changes mentioned for Model Monitor in v2 API.
              Screenshots or logs
              ---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-236-4373b7bd24a4> in <module>
4 5 sagemaker_session = sagemaker.Session()
----> 6 baseline_job = BaseliningJob.from_processing_name(sagemaker_session, processing_job_name)
7 status = baseline_job.describe()['ProcessingJobStatus']
8 if status != 'Completed':
~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/processing.py in from_processing_name(cls, sagemaker_session, processing_job_name)
685 inputs=inputs,
686 outputs=outputs,
--> 687 output_kms_key=output_kms_key,
688 )
689 ~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/model_monitor/model_monitoring.py in __init__(self, sagemaker_session, job_name, inputs, outputs, output_kms_key)
1815 self.inputs = inputs
1816 self.outputs = outputs
-> 1817 super(BaseliningJob, self).__init__(
1818 sagemaker_session=sagemaker_session,
1819 job_name=job_name,
TypeError: super(type, obj): obj must be an instance or subtype of type

              System information
              
A description of your system. Please provide:
              • SageMaker Python SDK version: 2.0.0
              • Framework name (eg. PyTorch) or algorithm (eg. KMeans):
              • Framework version:
              • Python version:
              • CPU or GPU:
              • Custom Docker image (Y/N):
              Additional context
              
Add any other context about the problem here.
              Metadata
              Metadata
              Assignees
              No one assigned
                Labels
                No labels
                No labels
                Type
                No type
                Projects
                No projects
                  Milestone
                  No milestone
                  Relationships
                  None yet
                  Development
                  No branches or pull requests
                  Issue actions
                  
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

                  Skip to content
                  SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job. #1809
                  Closed
                  Closed
                  SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job.#1809
                  Description
                  @brightsparc
                  brightsparc
                  opened on Aug 5, 2020
                  Describe the bug
                  Error when attempting to load a baseline job using the classmethod from_processing_name
                  Returns the error TypeError: super(type, obj): obj must be an instance or subtype of type see full stack below.
                  To reproduce
                  A ProcessingJob is able to be loaded from processing name, but when attempting to load a BaseliningJob this fails, also attempt to load by ProcessingJob object also fails.
                  import sagemaker
from sagemaker.processing import ProcessingJob
from sagemaker.model_monitor import BaseliningJob
sagemaker_session = sagemaker.Session()
processing_job = ProcessingJob.from_processing_name(sagemaker_session, processing_job_name)
print(processing_job.describe()) # This is able to load
BaseliningJob.from_processing_job(processing_job) # This Fails
BaseliningJob.from_processing_name(processing_job_name) # This also Fails

                  Expected behavior
                  SageMaker v1.70.10 would successfully load the baseline job, and this is now not supported There doesn't appear to be any changes mentioned for Model Monitor in v2 API.
                  Screenshots or logs
                  ---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-236-4373b7bd24a4> in <module>
4 5 sagemaker_session = sagemaker.Session()
----> 6 baseline_job = BaseliningJob.from_processing_name(sagemaker_session, processing_job_name)
7 status = baseline_job.describe()['ProcessingJobStatus']
8 if status != 'Completed':
~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/processing.py in from_processing_name(cls, sagemaker_session, processing_job_name)
685 inputs=inputs,
686 outputs=outputs,
--> 687 output_kms_key=output_kms_key,
688 )
689 ~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/model_monitor/model_monitoring.py in __init__(self, sagemaker_session, job_name, inputs, outputs, output_kms_key)
1815 self.inputs = inputs
1816 self.outputs = outputs
-> 1817 super(BaseliningJob, self).__init__(
1818 sagemaker_session=sagemaker_session,
1819 job_name=job_name,
TypeError: super(type, obj): obj must be an instance or subtype of type

                  System information
                  
A description of your system. Please provide:
                  • SageMaker Python SDK version: 2.0.0
                  • Framework name (eg. PyTorch) or algorithm (eg. KMeans):
                  • Framework version:
                  • Python version:
                  • CPU or GPU:
                  • Custom Docker image (Y/N):
                  Additional context
                  
Add any other context about the problem here.
                  Metadata
                  Metadata
                  Assignees
                  No one assigned
                    Labels
                    No labels
                    No labels
                    Type
                    No type
                    Projects
                    No projects
                      Milestone
                      No milestone
                      Relationships
                      None yet
                      Development
                      No branches or pull requests
                      Issue actions
                      
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

                      Skip to content
                      SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job. #1809
                      Closed
                      Closed
                      SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job.#1809
                      Description
                      @brightsparc
                      brightsparc
                      opened on Aug 5, 2020
                      Describe the bug
                      Error when attempting to load a baseline job using the classmethod from_processing_name
                      Returns the error TypeError: super(type, obj): obj must be an instance or subtype of type see full stack below.
                      To reproduce
                      A ProcessingJob is able to be loaded from processing name, but when attempting to load a BaseliningJob this fails, also attempt to load by ProcessingJob object also fails.
                      import sagemaker
from sagemaker.processing import ProcessingJob
from sagemaker.model_monitor import BaseliningJob
sagemaker_session = sagemaker.Session()
processing_job = ProcessingJob.from_processing_name(sagemaker_session, processing_job_name)
print(processing_job.describe()) # This is able to load
BaseliningJob.from_processing_job(processing_job) # This Fails
BaseliningJob.from_processing_name(processing_job_name) # This also Fails

                      Expected behavior
                      SageMaker v1.70.10 would successfully load the baseline job, and this is now not supported There doesn't appear to be any changes mentioned for Model Monitor in v2 API.
                      Screenshots or logs
                      ---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-236-4373b7bd24a4> in <module>
4 5 sagemaker_session = sagemaker.Session()
----> 6 baseline_job = BaseliningJob.from_processing_name(sagemaker_session, processing_job_name)
7 status = baseline_job.describe()['ProcessingJobStatus']
8 if status != 'Completed':
~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/processing.py in from_processing_name(cls, sagemaker_session, processing_job_name)
685 inputs=inputs,
686 outputs=outputs,
--> 687 output_kms_key=output_kms_key,
688 )
689 ~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/model_monitor/model_monitoring.py in __init__(self, sagemaker_session, job_name, inputs, outputs, output_kms_key)
1815 self.inputs = inputs
1816 self.outputs = outputs
-> 1817 super(BaseliningJob, self).__init__(
1818 sagemaker_session=sagemaker_session,
1819 job_name=job_name,
TypeError: super(type, obj): obj must be an instance or subtype of type

                      System information
                      
A description of your system. Please provide:
                      • SageMaker Python SDK version: 2.0.0
                      • Framework name (eg. PyTorch) or algorithm (eg. KMeans):
                      • Framework version:
                      • Python version:
                      • CPU or GPU:
                      • Custom Docker image (Y/N):
                      Additional context
                      
Add any other context about the problem here.
                      Metadata
                      Metadata
                      Assignees
                      No one assigned
                        Labels
                        No labels
                        No labels
                        Type
                        No type
                        Projects
                        No projects
                          Milestone
                          No milestone
                          Relationships
                          None yet
                          Development
                          No branches or pull requests
                          Issue actions
                          
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

                          Skip to content
                          SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job. #1809
                          Closed
                          Closed
                          SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job.#1809
                          Description
                          @brightsparc
                          brightsparc
                          opened on Aug 5, 2020
                          Describe the bug
                          Error when attempting to load a baseline job using the classmethod from_processing_name
                          Returns the error TypeError: super(type, obj): obj must be an instance or subtype of type see full stack below.
                          To reproduce
                          A ProcessingJob is able to be loaded from processing name, but when attempting to load a BaseliningJob this fails, also attempt to load by ProcessingJob object also fails.
                          import sagemaker
from sagemaker.processing import ProcessingJob
from sagemaker.model_monitor import BaseliningJob
sagemaker_session = sagemaker.Session()
processing_job = ProcessingJob.from_processing_name(sagemaker_session, processing_job_name)
print(processing_job.describe()) # This is able to load
BaseliningJob.from_processing_job(processing_job) # This Fails
BaseliningJob.from_processing_name(processing_job_name) # This also Fails

                          Expected behavior
                          SageMaker v1.70.10 would successfully load the baseline job, and this is now not supported There doesn't appear to be any changes mentioned for Model Monitor in v2 API.
                          Screenshots or logs
                          ---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-236-4373b7bd24a4> in <module>
4 5 sagemaker_session = sagemaker.Session()
----> 6 baseline_job = BaseliningJob.from_processing_name(sagemaker_session, processing_job_name)
7 status = baseline_job.describe()['ProcessingJobStatus']
8 if status != 'Completed':
~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/processing.py in from_processing_name(cls, sagemaker_session, processing_job_name)
685 inputs=inputs,
686 outputs=outputs,
--> 687 output_kms_key=output_kms_key,
688 )
689 ~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/model_monitor/model_monitoring.py in __init__(self, sagemaker_session, job_name, inputs, outputs, output_kms_key)
1815 self.inputs = inputs
1816 self.outputs = outputs
-> 1817 super(BaseliningJob, self).__init__(
1818 sagemaker_session=sagemaker_session,
1819 job_name=job_name,
TypeError: super(type, obj): obj must be an instance or subtype of type

                          System information
                          
A description of your system. Please provide:
                          • SageMaker Python SDK version: 2.0.0
                          • Framework name (eg. PyTorch) or algorithm (eg. KMeans):
                          • Framework version:
                          • Python version:
                          • CPU or GPU:
                          • Custom Docker image (Y/N):
                          Additional context
                          
Add any other context about the problem here.
                          Metadata
                          Metadata
                          Assignees
                          No one assigned
                            Labels
                            No labels
                            No labels
                            Type
                            No type
                            Projects
                            No projects
                              Milestone
                              No milestone
                              Relationships
                              None yet
                              Development
                              No branches or pull requests
                              Issue actions
                              
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

                              Skip to content
                              SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job. #1809
                              Closed
                              Closed
                              SageMaker v2 SDK breaks when attempting to load BaselineJob from processing job.#1809
                              Description
                              @brightsparc
                              brightsparc
                              opened on Aug 5, 2020
                              Describe the bug
                              Error when attempting to load a baseline job using the classmethod from_processing_name
                              Returns the error TypeError: super(type, obj): obj must be an instance or subtype of type see full stack below.
                              To reproduce
                              A ProcessingJob is able to be loaded from processing name, but when attempting to load a BaseliningJob this fails, also attempt to load by ProcessingJob object also fails.
                              import sagemaker
from sagemaker.processing import ProcessingJob
from sagemaker.model_monitor import BaseliningJob
sagemaker_session = sagemaker.Session()
processing_job = ProcessingJob.from_processing_name(sagemaker_session, processing_job_name)
print(processing_job.describe()) # This is able to load
BaseliningJob.from_processing_job(processing_job) # This Fails
BaseliningJob.from_processing_name(processing_job_name) # This also Fails

                              Expected behavior
                              SageMaker v1.70.10 would successfully load the baseline job, and this is now not supported There doesn't appear to be any changes mentioned for Model Monitor in v2 API.
                              Screenshots or logs
                              ---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-236-4373b7bd24a4> in <module>
4 5 sagemaker_session = sagemaker.Session()
----> 6 baseline_job = BaseliningJob.from_processing_name(sagemaker_session, processing_job_name)
7 status = baseline_job.describe()['ProcessingJobStatus']
8 if status != 'Completed':
~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/processing.py in from_processing_name(cls, sagemaker_session, processing_job_name)
685 inputs=inputs,
686 outputs=outputs,
--> 687 output_kms_key=output_kms_key,
688 )
689 ~/anaconda3/envs/python3/lib/python3.6/site-packages/sagemaker/model_monitor/model_monitoring.py in __init__(self, sagemaker_session, job_name, inputs, outputs, output_kms_key)
1815 self.inputs = inputs
1816 self.outputs = outputs
-> 1817 super(BaseliningJob, self).__init__(
1818 sagemaker_session=sagemaker_session,
1819 job_name=job_name,
TypeError: super(type, obj): obj must be an instance or subtype of type

                              System information
                              
A description of your system. Please provide:
                              • SageMaker Python SDK version: 2.0.0
                              • Framework name (eg. PyTorch) or algorithm (eg. KMeans):
                              • Framework version:
                              • Python version:
                              • CPU or GPU:
                              • Custom Docker image (Y/N):
                              Additional context
                              
Add any other context about the problem here.
                              Metadata
                              Metadata
                              Assignees
                              No one assigned
                                Labels
                                No labels
                                No labels
                                Type
                                No type
                                Projects
                                No projects
                                  Milestone
                                  No milestone
                                  Relationships
                                  None yet
                                  Development
                                  No branches or pull requests
                                  Issue actions