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Get started to launch google-cloud-ml with my own dataset


Get started to launch google-cloud-ml with my own dataset

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Get started to launch google-cloud-ml with my own dataset
Tag : python , By : Pip
Date : November 28 2020, 11:01 PM

will help you The error indicates a rank 2 (matrix) is expected but the value is actually rank 1 (a vector). I suspect this is because np.tostring() returns a single string rather than a list of strings.
I think that is somewhat tangential as I don't think your float-to-string and string-to-float conversions are consistent. You convert float-to-string using numpy's builtin tostring() method. That returns the byte representation of the data: i.e.
import numpy as np
x = np.array([1.0, 2.0])
print x.tostring()
�?@
['1.0', '2.0']
def _int64_feature(value):
  return tf.train.Feature(int64_list=tf.train.Int64List(value=value))

def _float_feature(value):
  return tf.train.Feature(float_list=tf.train.FloatList(value=value))

e = tf.train.Example(features=tf.train.Features(feature={
          'labels': _int64_feature([10]),
          'features': _float_feature([100.0, 200, ....])}))

feature_map = {
      'labels': tf.FixedLenFeature(
          shape=[1], dtype=tf.int64, default_value=[-1]),
      'features': tf.FixedLenFeature(
          shape=[NUM_PIXELS], dtype=tf.float32),
}
result = tf.parse_example([e.SerializeToString()], features=feature_map)

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Token error on getting started tutorial with Node.js and Google Cloud datastore


Tag : node.js , By : Thierry Brunet
Date : March 29 2020, 07:55 AM
fixed the issue. Will look into that further If your code is running on a Google Compute Instance, and the instance has the correct scopes, you don't need to set any environment variables.
You can confirm the scopes by looking at the instance in the Developers Console or by asking the metadata server:
curl http://metadata/computeMetadata/v1/instance/service-accounts/default/scopes -H "Metadata-Flavor: Google"

Is there a way to tell who started an instance in Google Cloud Platform?


Tag : google-cloud-platfor , By : kameel
Date : March 29 2020, 07:55 AM
wish help you to fix your issue You can look into the Audit Logs to determine who did what, where, and when. Further, you can use the Stackdriver Logging API method entries.list to retrieve audit log entries for your use case.
Also you can choose use the Activity Logs to know the details such as the authorized user who made the API request.

How to minimize Google Cloud launch latency


Tag : google-cloud-platfor , By : James Cary
Date : March 29 2020, 07:55 AM
this will help 2GB is large. That's a heckuva big image. You should be able to cut that down to 100MB, perhaps using Alpine instead of Ubuntu.
Copying 4GB of data is also less than ideal. Given that, I suspect the solution will be more of an architecture change than a code change.

How to connect to "Google Cloud BigQuery" public dataset from "Google Cloud functions"


Tag : python-3.x , By : Jim F.
Date : December 01 2020, 04:42 PM
it should still fix some issue Try using the BigQuery Client Libraries. More docs here too.
import base64
from google.cloud import bigquery

def hello_pubsub(event, context):
    """Triggered from a message on a Cloud Pub/Sub topic.
    Args:
         event (dict): Event payload.
         context (google.cloud.functions.Context): Metadata for the event.
    """
    client = bigquery.Client(project="<your-project>")

    query_str = "SELECT * FROM `iotcoretutorial-xxxxxx.DHT11.DHT11Data` WHERE temperature > 24"

    job = client.query(
        query_str,
        # Location must match that of the dataset(s) referenced in the query.
        location="<your-location>"
    )
    #Wait for job to finish
    job.result()
    #Get results as a dataframe
    #This requires pandas
    #You can do something different with your results here if you want
    ans_df = job.to_dataframe()

    pubsub_message = base64.b64decode(event['data']).decode('utf-8')
    print("Hello " + pubsub_message)
    print(ans_df)

Google Cloud CDN started ignoring query strings for storage buckets


Tag : google-cloud-platfor , By : Mariocki
Date : March 29 2020, 07:55 AM
I hope this helps . We were affected by this also. After contacting Google Support, they have confirmed this is a permanent change. The recommended work around is to either use versioning in the object name, or use cache invalidation. The latter sounds a bit odd as the cache invalidation documentation states:
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