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Google Cloud Pub/Sub - Cloud Function & Bigquery - Data insert is not happening
Google Cloud Functions to only Ack Pub/Sub on successHow to Crash/Stop DataFlow Pub/Sub Ingestion on BigQuery Insert ErrorPros/cons of streaming into BigQuery directly vs through Google Pub/Sub + DataflowGoogle Cloud - Pub/Sub into DataFlowGoogle dataflow template UDF transform - how to format dateUsing a cloud function with Pub/SubInserting csv files from Google Cloud Storage into BigQuery through a Cloud FunctionCloud Dataflow executed successfully but not inserted data into BigqueryGCP Cloud Function & BigQuery : Row is inserted but all columns are nullGoogle BigQuery Pub/Sub notification
.everyoneloves__top-leaderboard:empty,.everyoneloves__mid-leaderboard:empty,.everyoneloves__bot-mid-leaderboard:empty margin-bottom:0;
I am using a Google Cloud Platform Function that listens to a Pub/SubTopic and inserts the data in BigQuery.
The input data which I am passing from pub/sub console is in JSON format "NAME", "ABCD", but from the console log, I could see that message is coming as NAME, ABCD, and during execution, it error as well. 2 common errors I faced
SyntaxError: Unexpected token n in JSON at position 1 at Object.parse (native) at exports.helloPubSub"
"ERROR: { Error: Invalid value at 'rows[0].json' "
Input given:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
Tried various formats of input data with single quotes and square brackets and other possible options as well, nothing helps
Workarounds tried like using JSON.parse, JSON.stringfy which helps to avoid the 1st issue which mentioned above but ends up with row[0]
issue
When I pass the JSON input data as hard-coded values inside the cloud function like "NAME", "ABCD"
, data is getting inserted properly.
/**This is working code since i hardcoded the data in JSON format, commented the lines which i tried and did not helped**/
/**
* Triggered from a message on a Cloud Pub/Sub topic.
*
* @param !Object event Event payload and metadata.
* @param !Function callback Callback function to signal completion.
*/
exports.helloPubSub = (event, callback) =>
const pubsubMessage = event.data;
console.log(Buffer.from(pubsubMessage.data, 'base64').toString());
const BigQuery = require('@google-cloud/bigquery');
const bigquery = new BigQuery();
//console.log(Buffer.from(pubsubMessage.data, 'base64').toString());
//console.log(JSON.parse(Buffer.from(pubsubMessage.data, 'base64').toString()));
var myjson='"NAME":"ABCD","STATE":"HHHH","AGE":"12"';
console.log(myjson);
bigquery
.dataset("DEMO")
.table("EMP")
.insert(JSON.parse(myjson),
'ignoreUnknownValues':true, 'raw':false)
//.insert(JSON.parse(Buffer.from(pubsubMessage.data, 'base64').toString()),
.then ((data) =>
console.log('Inserted 1 rows');
console.log(data);
)
.catch(err =>
if (err && err.name === 'PartialFailureError')
if (err.errors && err.errors.length > 0)
console.log('Insert errors:');
err.errors.forEach(err => console.error(err));
else
console.error('ERROR`enter code here`:', err);
);
;
google-bigquery google-cloud-functions google-cloud-pubsub
add a comment |
I am using a Google Cloud Platform Function that listens to a Pub/SubTopic and inserts the data in BigQuery.
The input data which I am passing from pub/sub console is in JSON format "NAME", "ABCD", but from the console log, I could see that message is coming as NAME, ABCD, and during execution, it error as well. 2 common errors I faced
SyntaxError: Unexpected token n in JSON at position 1 at Object.parse (native) at exports.helloPubSub"
"ERROR: { Error: Invalid value at 'rows[0].json' "
Input given:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
Tried various formats of input data with single quotes and square brackets and other possible options as well, nothing helps
Workarounds tried like using JSON.parse, JSON.stringfy which helps to avoid the 1st issue which mentioned above but ends up with row[0]
issue
When I pass the JSON input data as hard-coded values inside the cloud function like "NAME", "ABCD"
, data is getting inserted properly.
/**This is working code since i hardcoded the data in JSON format, commented the lines which i tried and did not helped**/
/**
* Triggered from a message on a Cloud Pub/Sub topic.
*
* @param !Object event Event payload and metadata.
* @param !Function callback Callback function to signal completion.
*/
exports.helloPubSub = (event, callback) =>
const pubsubMessage = event.data;
console.log(Buffer.from(pubsubMessage.data, 'base64').toString());
const BigQuery = require('@google-cloud/bigquery');
const bigquery = new BigQuery();
//console.log(Buffer.from(pubsubMessage.data, 'base64').toString());
//console.log(JSON.parse(Buffer.from(pubsubMessage.data, 'base64').toString()));
var myjson='"NAME":"ABCD","STATE":"HHHH","AGE":"12"';
console.log(myjson);
bigquery
.dataset("DEMO")
.table("EMP")
.insert(JSON.parse(myjson),
'ignoreUnknownValues':true, 'raw':false)
//.insert(JSON.parse(Buffer.from(pubsubMessage.data, 'base64').toString()),
.then ((data) =>
console.log('Inserted 1 rows');
console.log(data);
)
.catch(err =>
if (err && err.name === 'PartialFailureError')
if (err.errors && err.errors.length > 0)
console.log('Insert errors:');
err.errors.forEach(err => console.error(err));
else
console.error('ERROR`enter code here`:', err);
);
;
google-bigquery google-cloud-functions google-cloud-pubsub
add a comment |
I am using a Google Cloud Platform Function that listens to a Pub/SubTopic and inserts the data in BigQuery.
The input data which I am passing from pub/sub console is in JSON format "NAME", "ABCD", but from the console log, I could see that message is coming as NAME, ABCD, and during execution, it error as well. 2 common errors I faced
SyntaxError: Unexpected token n in JSON at position 1 at Object.parse (native) at exports.helloPubSub"
"ERROR: { Error: Invalid value at 'rows[0].json' "
Input given:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
Tried various formats of input data with single quotes and square brackets and other possible options as well, nothing helps
Workarounds tried like using JSON.parse, JSON.stringfy which helps to avoid the 1st issue which mentioned above but ends up with row[0]
issue
When I pass the JSON input data as hard-coded values inside the cloud function like "NAME", "ABCD"
, data is getting inserted properly.
/**This is working code since i hardcoded the data in JSON format, commented the lines which i tried and did not helped**/
/**
* Triggered from a message on a Cloud Pub/Sub topic.
*
* @param !Object event Event payload and metadata.
* @param !Function callback Callback function to signal completion.
*/
exports.helloPubSub = (event, callback) =>
const pubsubMessage = event.data;
console.log(Buffer.from(pubsubMessage.data, 'base64').toString());
const BigQuery = require('@google-cloud/bigquery');
const bigquery = new BigQuery();
//console.log(Buffer.from(pubsubMessage.data, 'base64').toString());
//console.log(JSON.parse(Buffer.from(pubsubMessage.data, 'base64').toString()));
var myjson='"NAME":"ABCD","STATE":"HHHH","AGE":"12"';
console.log(myjson);
bigquery
.dataset("DEMO")
.table("EMP")
.insert(JSON.parse(myjson),
'ignoreUnknownValues':true, 'raw':false)
//.insert(JSON.parse(Buffer.from(pubsubMessage.data, 'base64').toString()),
.then ((data) =>
console.log('Inserted 1 rows');
console.log(data);
)
.catch(err =>
if (err && err.name === 'PartialFailureError')
if (err.errors && err.errors.length > 0)
console.log('Insert errors:');
err.errors.forEach(err => console.error(err));
else
console.error('ERROR`enter code here`:', err);
);
;
google-bigquery google-cloud-functions google-cloud-pubsub
I am using a Google Cloud Platform Function that listens to a Pub/SubTopic and inserts the data in BigQuery.
The input data which I am passing from pub/sub console is in JSON format "NAME", "ABCD", but from the console log, I could see that message is coming as NAME, ABCD, and during execution, it error as well. 2 common errors I faced
SyntaxError: Unexpected token n in JSON at position 1 at Object.parse (native) at exports.helloPubSub"
"ERROR: { Error: Invalid value at 'rows[0].json' "
Input given:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
Tried various formats of input data with single quotes and square brackets and other possible options as well, nothing helps
Workarounds tried like using JSON.parse, JSON.stringfy which helps to avoid the 1st issue which mentioned above but ends up with row[0]
issue
When I pass the JSON input data as hard-coded values inside the cloud function like "NAME", "ABCD"
, data is getting inserted properly.
/**This is working code since i hardcoded the data in JSON format, commented the lines which i tried and did not helped**/
/**
* Triggered from a message on a Cloud Pub/Sub topic.
*
* @param !Object event Event payload and metadata.
* @param !Function callback Callback function to signal completion.
*/
exports.helloPubSub = (event, callback) =>
const pubsubMessage = event.data;
console.log(Buffer.from(pubsubMessage.data, 'base64').toString());
const BigQuery = require('@google-cloud/bigquery');
const bigquery = new BigQuery();
//console.log(Buffer.from(pubsubMessage.data, 'base64').toString());
//console.log(JSON.parse(Buffer.from(pubsubMessage.data, 'base64').toString()));
var myjson='"NAME":"ABCD","STATE":"HHHH","AGE":"12"';
console.log(myjson);
bigquery
.dataset("DEMO")
.table("EMP")
.insert(JSON.parse(myjson),
'ignoreUnknownValues':true, 'raw':false)
//.insert(JSON.parse(Buffer.from(pubsubMessage.data, 'base64').toString()),
.then ((data) =>
console.log('Inserted 1 rows');
console.log(data);
)
.catch(err =>
if (err && err.name === 'PartialFailureError')
if (err.errors && err.errors.length > 0)
console.log('Insert errors:');
err.errors.forEach(err => console.error(err));
else
console.error('ERROR`enter code here`:', err);
);
;
google-bigquery google-cloud-functions google-cloud-pubsub
google-bigquery google-cloud-functions google-cloud-pubsub
edited Mar 28 at 7:49
Usman Maqbool
2,2637 gold badges22 silver badges35 bronze badges
2,2637 gold badges22 silver badges35 bronze badges
asked Mar 28 at 6:04
vakvak
288 bronze badges
288 bronze badges
add a comment |
add a comment |
1 Answer
1
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oldest
votes
I ran a quick test using gcloud to publish and to pull the message as well.
Using the syntax you mentioned I get the following result:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA │ name:ABCD
If you use this syntax instead:
gcloud pubsub topics publish pubsubtopic1 --message ""name":"ABCD""
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA | "name":"ABCD"
EDIT 2019-04-01
The workaround above is for test purposes,the need to use escape characters is a caveat of using the command line. To publish from your real application, you may use a REST call or a client library as listed here.Please note the Pub/Sub API expects the message to be base64 encoded. For example:
POST https://pubsub.googleapis.com/v1/projects/YOUR_PROJECT_ID/topics/YOUR_TOPIC:publish?key=YOUR_API_KEY
"messages": [
"data": "eyJuYW1lIjoiQUJDRCJ9"
]
Thanks a lot mike, the method you mentioned above is perfectly working but my source data will be always in proper JSON format , which don't have this "" appended. Could you please help to understand why did our JSON syntax did not worked! As per your suggestion i think only way to get this worked is, we need to find a way to include "" to appened everytime when we process the source JSON dataset . Kindly suggest if you find a better solution
– vak
Mar 30 at 2:27
Hi, I updated the solution with my latest comments.
– ch_mike
Apr 3 at 15:26
Thanks Mike. Your first solution helped me a lot. I made the changes in Cloud function to convert the JSON to "JSON" format using java script replace method.Messages are being picked and getting inserted now properly.Testing with different data sets now. In case of any more issues, i will update here. Thanks once again
– vak
Apr 4 at 2:37
add a comment |
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1 Answer
1
active
oldest
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active
oldest
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active
oldest
votes
I ran a quick test using gcloud to publish and to pull the message as well.
Using the syntax you mentioned I get the following result:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA │ name:ABCD
If you use this syntax instead:
gcloud pubsub topics publish pubsubtopic1 --message ""name":"ABCD""
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA | "name":"ABCD"
EDIT 2019-04-01
The workaround above is for test purposes,the need to use escape characters is a caveat of using the command line. To publish from your real application, you may use a REST call or a client library as listed here.Please note the Pub/Sub API expects the message to be base64 encoded. For example:
POST https://pubsub.googleapis.com/v1/projects/YOUR_PROJECT_ID/topics/YOUR_TOPIC:publish?key=YOUR_API_KEY
"messages": [
"data": "eyJuYW1lIjoiQUJDRCJ9"
]
Thanks a lot mike, the method you mentioned above is perfectly working but my source data will be always in proper JSON format , which don't have this "" appended. Could you please help to understand why did our JSON syntax did not worked! As per your suggestion i think only way to get this worked is, we need to find a way to include "" to appened everytime when we process the source JSON dataset . Kindly suggest if you find a better solution
– vak
Mar 30 at 2:27
Hi, I updated the solution with my latest comments.
– ch_mike
Apr 3 at 15:26
Thanks Mike. Your first solution helped me a lot. I made the changes in Cloud function to convert the JSON to "JSON" format using java script replace method.Messages are being picked and getting inserted now properly.Testing with different data sets now. In case of any more issues, i will update here. Thanks once again
– vak
Apr 4 at 2:37
add a comment |
I ran a quick test using gcloud to publish and to pull the message as well.
Using the syntax you mentioned I get the following result:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA │ name:ABCD
If you use this syntax instead:
gcloud pubsub topics publish pubsubtopic1 --message ""name":"ABCD""
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA | "name":"ABCD"
EDIT 2019-04-01
The workaround above is for test purposes,the need to use escape characters is a caveat of using the command line. To publish from your real application, you may use a REST call or a client library as listed here.Please note the Pub/Sub API expects the message to be base64 encoded. For example:
POST https://pubsub.googleapis.com/v1/projects/YOUR_PROJECT_ID/topics/YOUR_TOPIC:publish?key=YOUR_API_KEY
"messages": [
"data": "eyJuYW1lIjoiQUJDRCJ9"
]
Thanks a lot mike, the method you mentioned above is perfectly working but my source data will be always in proper JSON format , which don't have this "" appended. Could you please help to understand why did our JSON syntax did not worked! As per your suggestion i think only way to get this worked is, we need to find a way to include "" to appened everytime when we process the source JSON dataset . Kindly suggest if you find a better solution
– vak
Mar 30 at 2:27
Hi, I updated the solution with my latest comments.
– ch_mike
Apr 3 at 15:26
Thanks Mike. Your first solution helped me a lot. I made the changes in Cloud function to convert the JSON to "JSON" format using java script replace method.Messages are being picked and getting inserted now properly.Testing with different data sets now. In case of any more issues, i will update here. Thanks once again
– vak
Apr 4 at 2:37
add a comment |
I ran a quick test using gcloud to publish and to pull the message as well.
Using the syntax you mentioned I get the following result:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA │ name:ABCD
If you use this syntax instead:
gcloud pubsub topics publish pubsubtopic1 --message ""name":"ABCD""
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA | "name":"ABCD"
EDIT 2019-04-01
The workaround above is for test purposes,the need to use escape characters is a caveat of using the command line. To publish from your real application, you may use a REST call or a client library as listed here.Please note the Pub/Sub API expects the message to be base64 encoded. For example:
POST https://pubsub.googleapis.com/v1/projects/YOUR_PROJECT_ID/topics/YOUR_TOPIC:publish?key=YOUR_API_KEY
"messages": [
"data": "eyJuYW1lIjoiQUJDRCJ9"
]
I ran a quick test using gcloud to publish and to pull the message as well.
Using the syntax you mentioned I get the following result:
gcloud pubsub topics publish pubsubtopic1 --message "name":"ABCD"
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA │ name:ABCD
If you use this syntax instead:
gcloud pubsub topics publish pubsubtopic1 --message ""name":"ABCD""
gcloud pubsub subscriptions pull pubsubsubscription1
The result is:
DATA | "name":"ABCD"
EDIT 2019-04-01
The workaround above is for test purposes,the need to use escape characters is a caveat of using the command line. To publish from your real application, you may use a REST call or a client library as listed here.Please note the Pub/Sub API expects the message to be base64 encoded. For example:
POST https://pubsub.googleapis.com/v1/projects/YOUR_PROJECT_ID/topics/YOUR_TOPIC:publish?key=YOUR_API_KEY
"messages": [
"data": "eyJuYW1lIjoiQUJDRCJ9"
]
edited Apr 1 at 14:57
answered Mar 28 at 17:55
ch_mikech_mike
7742 silver badges8 bronze badges
7742 silver badges8 bronze badges
Thanks a lot mike, the method you mentioned above is perfectly working but my source data will be always in proper JSON format , which don't have this "" appended. Could you please help to understand why did our JSON syntax did not worked! As per your suggestion i think only way to get this worked is, we need to find a way to include "" to appened everytime when we process the source JSON dataset . Kindly suggest if you find a better solution
– vak
Mar 30 at 2:27
Hi, I updated the solution with my latest comments.
– ch_mike
Apr 3 at 15:26
Thanks Mike. Your first solution helped me a lot. I made the changes in Cloud function to convert the JSON to "JSON" format using java script replace method.Messages are being picked and getting inserted now properly.Testing with different data sets now. In case of any more issues, i will update here. Thanks once again
– vak
Apr 4 at 2:37
add a comment |
Thanks a lot mike, the method you mentioned above is perfectly working but my source data will be always in proper JSON format , which don't have this "" appended. Could you please help to understand why did our JSON syntax did not worked! As per your suggestion i think only way to get this worked is, we need to find a way to include "" to appened everytime when we process the source JSON dataset . Kindly suggest if you find a better solution
– vak
Mar 30 at 2:27
Hi, I updated the solution with my latest comments.
– ch_mike
Apr 3 at 15:26
Thanks Mike. Your first solution helped me a lot. I made the changes in Cloud function to convert the JSON to "JSON" format using java script replace method.Messages are being picked and getting inserted now properly.Testing with different data sets now. In case of any more issues, i will update here. Thanks once again
– vak
Apr 4 at 2:37
Thanks a lot mike, the method you mentioned above is perfectly working but my source data will be always in proper JSON format , which don't have this "" appended. Could you please help to understand why did our JSON syntax did not worked! As per your suggestion i think only way to get this worked is, we need to find a way to include "" to appened everytime when we process the source JSON dataset . Kindly suggest if you find a better solution
– vak
Mar 30 at 2:27
Thanks a lot mike, the method you mentioned above is perfectly working but my source data will be always in proper JSON format , which don't have this "" appended. Could you please help to understand why did our JSON syntax did not worked! As per your suggestion i think only way to get this worked is, we need to find a way to include "" to appened everytime when we process the source JSON dataset . Kindly suggest if you find a better solution
– vak
Mar 30 at 2:27
Hi, I updated the solution with my latest comments.
– ch_mike
Apr 3 at 15:26
Hi, I updated the solution with my latest comments.
– ch_mike
Apr 3 at 15:26
Thanks Mike. Your first solution helped me a lot. I made the changes in Cloud function to convert the JSON to "JSON" format using java script replace method.Messages are being picked and getting inserted now properly.Testing with different data sets now. In case of any more issues, i will update here. Thanks once again
– vak
Apr 4 at 2:37
Thanks Mike. Your first solution helped me a lot. I made the changes in Cloud function to convert the JSON to "JSON" format using java script replace method.Messages are being picked and getting inserted now properly.Testing with different data sets now. In case of any more issues, i will update here. Thanks once again
– vak
Apr 4 at 2:37
add a comment |
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