Mixing
Azure Databricks storage or data lake
I'm creating a structured streaming job that stores its data in a databricks delta database. I'm confronted with the option of storing the checkpoint location and data from the delta database in either ...
1. a normal dbfs location like "/delta/mycheckpointlocation" and "delta/mydatabase"
2. a mounted directory from a data lake like "/mnt/mydatalake/delta/mycheckpointlocation" and "/mnt/mydatalake/delta/mydatabase"
If I understand correctly the data in nr1 will be persisted in a blob storage while the data in nr2 would be stored in the data lake (assuming it's mounted on /mnt/mydatalake)
What considerations are there to decide to store stuff like the checkpoint location and the delta database in either 1 or 2?
azure-storage azure-data-lake databricks asked Nov 19 '18 at 19:26
Jan BolsJan Bols
10415
add a comment |
I'm creating a structured streaming job that stores its data in a databricks delta database. I'm confronted with the option of storing the checkpoint location and data from the delta database in either ...
1. a normal dbfs location like "/delta/mycheckpointlocation" and "delta/mydatabase"
2. a mounted directory from a data lake like "/mnt/mydatalake/delta/mycheckpointlocation" and "/mnt/mydatalake/delta/mydatabase"
If I understand correctly the data in nr1 will be persisted in a blob storage while the data in nr2 would be stored in the data lake (assuming it's mounted on /mnt/mydatalake)
What considerations are there to decide to store stuff like the checkpoint location and the delta database in either 1 or 2?
azure-storage azure-data-lake databricks asked Nov 19 '18 at 19:26
Jan BolsJan Bols
10415
add a comment |
I'm creating a structured streaming job that stores its data in a databricks delta database. I'm confronted with the option of storing the checkpoint location and data from the delta database in either ...
1. a normal dbfs location like "/delta/mycheckpointlocation" and "delta/mydatabase"
2. a mounted directory from a data lake like "/mnt/mydatalake/delta/mycheckpointlocation" and "/mnt/mydatalake/delta/mydatabase"
If I understand correctly the data in nr1 will be persisted in a blob storage while the data in nr2 would be stored in the data lake (assuming it's mounted on /mnt/mydatalake)
What considerations are there to decide to store stuff like the checkpoint location and the delta database in either 1 or 2?
azure-storage azure-data-lake databricks asked Nov 19 '18 at 19:26
Jan BolsJan Bols
10415
I'm creating a structured streaming job that stores its data in a databricks delta database. I'm confronted with the option of storing the checkpoint location and data from the delta database in either ...
1. a normal dbfs location like "/delta/mycheckpointlocation" and "delta/mydatabase"
2. a mounted directory from a data lake like "/mnt/mydatalake/delta/mycheckpointlocation" and "/mnt/mydatalake/delta/mydatabase"
If I understand correctly the data in nr1 will be persisted in a blob storage while the data in nr2 would be stored in the data lake (assuming it's mounted on /mnt/mydatalake)
What considerations are there to decide to store stuff like the checkpoint location and the delta database in either 1 or 2?
azure-storage azure-data-lake databricks azure-storage azure-data-lake databricks asked Nov 19 '18 at 19:26
Jan BolsJan Bols
10415
asked Nov 19 '18 at 19:26
Jan BolsJan Bols
10415
asked Nov 19 '18 at 19:26
Jan BolsJan Bols
10415
asked Nov 19 '18 at 19:26
Jan BolsJan Bols
10415
asked Nov 19 '18 at 19:26
Jan BolsJan Bols
10415
10415
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function () {
StackExchange.using("externalEditor", function () {
StackExchange.using("snippets", function () {
StackExchange.snippets.init();
});
});
}, "code-snippets");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "1"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53381353%2fazure-databricks-storage-or-data-lake%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Some of your past answers have not been well-received, and you're in danger of being blocked from answering.
Please pay close attention to the following guidance:
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53381353%2fazure-databricks-storage-or-data-lake%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
