OPTIONAL - Colored error indication

flaskapi/flask_workflows.py

@@ -167,6 +167,9 @@ def _deployment_mode() -> str:
 def _get_all_items(api_call: Callable, *args, **kwargs):
     """Helper function to get all items from a paginated API call."""
     list_len = api_call(limit=1,*args, **kwargs).total
+    if "limit" not in kwargs:
+        kwargs["limit"] = int(np.min([50, list_len])) ## max allowed is 50
+
     retrieved = 0
     items = []
     page = 1
@@ -360,6 +363,21 @@ def _timeit(fun: Callable, N: int, *args, **kwargs):
 
 # test_job_retrieval_endpoints_speed(job_uid="aa5453be-d9e5-4e8a-a7a5-29acd113f1d2", N=30)
 
+
+def test_job_retrieval_paginated(function_uid: str):
+    def _timeit(fun: Callable, *args, **kwargs):
+        import time
+        start_time = time.time()
+        result = fun(*args, **kwargs)
+        end_time = time.time()
+        _logger.info(f"Retrieved {len(result)} items in {end_time - start_time:.4f} seconds")
+        _logger.info(f"First item: {result[0] if result else 'No items retrieved'}")
+        _logger.info(f"Last item: {result[-1] if result else 'No items retrieved'}")
+        _logger.info(f"That is {(end_time - start_time)/len(result):.2f} seconds per item")
+    _timeit(_get_all_items, api_call=functions_api_instance.list_function_jobs_for_functionid, function_id=function_uid)  # type: ignore
+
+# test_job_retrieval_paginated(function_uid="eea21c0d-6c2b-4cf4-91d1-116e6550cb22")
+
 def _create_training_file_from_jobs(jobs: List[FunctionJob], input_vars: List[str], output_response: str, folder_name: str = "evaluate") -> Path:
     output_response_sanitized = sanitize_varnames(output_response)
     completed_jobs = [job for job in jobs if job["status"].lower() == "completed" or job["status"].lower() == "success"]  # type: ignore

node/src/components/JobRow.tsx

@@ -42,7 +42,7 @@ const JobRow = (props: JobRowProps) => {
         ? Object.entries(job.job.outputs).map(([key, value], idx) => {
           return (
             <Box key={idx} display={"inline"}>
-              {key} : {(value as number).toExponential(3)}{", "}
+              {key} : {(value as number).toPrecision(3)}{", "}
             </Box>
           );
         })
@@ -61,7 +61,7 @@ const JobRow = (props: JobRowProps) => {
     const inputs = Object.entries(job.job.inputs).map(([key, value], idx) => {
       return (
         <Box key={idx} display={"inline"}>
-          {key} : {(value as number).toExponential(3)}{", "}
+          {key} : {(value as number).toPrecision(3)}{", "}
         </Box>
       );
     })

node/src/components/Metric.tsx

@@ -14,7 +14,7 @@ const Metric = (props: MetricPropsType) => {
             fontWeight={100}
             color={color}
         >
-            {metricName}: <strong>{metricValue.toFixed(4)}</strong>
+            {metricName}: <strong>{metricValue.toPrecision(3)}</strong>
         </Typography>)
 }
 

node/src/components/navigation/Header.tsx

@@ -47,7 +47,6 @@ const types: { [key in HeaderTypes]: TypographyVariant } = {
 function Header(props: HeaderProps) {
   const { tabTitle, infoText, ExtendedInfoText, headerType, helpContents } =
     props;
-  console.log("tabTitle: ", tabTitle, "infoText", infoText)
   return (
     <HeaderContainer headerType={headerType}>
       <Box flex={1} display="flex" alignItems="center">