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lightMLFlow 0.7.0 #25

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e33431f
migrate artifacts code over to artifacts.R
mrkaye97 Jul 8, 2022
7eeb6d2
aws.s3 --> paws
mrkaye97 Jul 8, 2022
7046c01
refactor to use paws everywhere
mrkaye97 Jul 8, 2022
7372fa6
returning paths
mrkaye97 Jul 8, 2022
13030e0
collate
mrkaye97 Jul 8, 2022
71a39af
misc deps and docs
mrkaye97 Jul 8, 2022
11e51d3
imports
mrkaye97 Jul 8, 2022
bd302c7
remove aws.s3 deps
mrkaye97 Jul 8, 2022
d18a1da
working version of s3_select_from_artifact
mrkaye97 Jul 8, 2022
65b2a34
headers fix
mrkaye97 Jul 8, 2022
d5588b5
tests
mrkaye97 Jul 8, 2022
ef1f358
remove aws.s3 from lockfile
mrkaye97 Jul 8, 2022
94d7302
changelog
mrkaye97 Jul 8, 2022
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3 changes: 2 additions & 1 deletion DESCRIPTION
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Original file line number Diff line number Diff line change
Expand Up @@ -14,14 +14,14 @@ Description: 'MLFlow' <https://www.mlflow.org/> is an open-source tool for track
not needing 'reticulate', relying on 'aws.s3' where possible, etc.
License: Apache License (>= 2)
Imports:
aws.s3,
base64enc,
checkmate,
git2r,
httr,
jsonlite,
lifecycle,
magrittr,
paws.storage,
purrr,
rlang,
stringr,
Expand All @@ -39,6 +39,7 @@ LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.2
Collate:
'artifacts.R'
'client.R'
'experiments.R'
'globals.R'
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7 changes: 4 additions & 3 deletions NAMESPACE
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Expand Up @@ -51,6 +51,7 @@ export(rename_experiment)
export(rename_registered_model)
export(restore_experiment)
export(restore_run)
export(s3_select_from_artifact)
export(search_runs)
export(set_active_experiment_id)
export(set_experiment_tag)
Expand All @@ -62,9 +63,6 @@ export(transition_model_version_stage)
export(update_model_version)
export(update_registered_model)
export(with.mlflow_run)
importFrom(aws.s3,put_object)
importFrom(aws.s3,s3read_using)
importFrom(aws.s3,s3write_using)
importFrom(base64enc,base64encode)
importFrom(checkmate,assert_class)
importFrom(checkmate,assert_data_frame)
Expand All @@ -90,6 +88,7 @@ importFrom(jsonlite,toJSON)
importFrom(lifecycle,deprecated)
importFrom(magrittr,"%>%")
importFrom(magrittr,add)
importFrom(paws.storage,s3)
importFrom(purrr,imap)
importFrom(purrr,imap_int)
importFrom(purrr,insistently)
Expand All @@ -116,6 +115,7 @@ importFrom(rlang,is_symbol)
importFrom(rlang,maybe_missing)
importFrom(rlang,names2)
importFrom(rlang,warn)
importFrom(stringr,str_extract)
importFrom(stringr,str_remove)
importFrom(stringr,str_split)
importFrom(stringr,str_sub)
Expand All @@ -124,4 +124,5 @@ importFrom(tibble,tibble)
importFrom(tools,file_ext)
importFrom(utils,askYesNo)
importFrom(utils,packageVersion)
importFrom(utils,read.csv)
importFrom(withr,with_options)
5 changes: 5 additions & 0 deletions NEWS.md
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@@ -1,3 +1,8 @@
# lightMLFlow 0.7.0

* Uses `paws.storage` instead of `aws.s3` for interacting with S3
* Adds a method to interact with the [S3 Select API](https://docs.aws.amazon.com/AmazonS3/latest/userguide/selecting-content-from-objects.html)

# lightMLFlow 0.6.6

* Uses `purrr::insistently` to retry artifact saves and loads, since S3's API has a habit of returning a `500` every once in a while. Five retries by default, with an exponential backoff.
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