Comments (3)
Hi @mayankanand007, currently MySQL backend use MEDIUMTEXT
to store the string_value
column in Property table. [1]
In MLMD v7, we modified string_value
to use MEDIUMTEXT
instead of TEXT
to persist property value up to 16MB (16,777,215 bytes) - current limit. The 64 KB (65536 bytes) is for previous TEXT
limit. See [2] for more details.
[1] https://github.com/google/ml-metadata/blob/master/ml_metadata/util/metadata_source_query_config.cc#L2163
[2] https://stackoverflow.com/questions/13932750/tinytext-text-mediumtext-and-longtext-maximum-storage-sizes
from ml-metadata.
it looks like there's internally some truncation going on within MLMD (see here) and the character limit for a string_value seems to be 65536
, this makes me think that there's probably no way to define a LONGTEXT
column. Can the team help me confirm that?
from ml-metadata.
Thanks, @BrianSong! would you be able to link to me the right version I should be upgrading to? Currently, when I do pip show ml-metadata
, I got the following response.
Name: ml-metadata
Version: 0.22.1
Summary: A library for maintaining metadata for artifacts.
Home-page: https://github.com/google/ml-metadata
Author: Google LLC
Author-email: [email protected]
License: Apache 2.0
Location: /data/user/mayank/miniconda3/envs/dev/lib/python3.7/site-packages
Requires: absl-py, protobuf, six, tensorflow
Required-by: mylib
EDIT: I think I found the right version: https://github.com/google/ml-metadata/releases/tag/v1.1.0, thanks a lot! for your help, I will close this issue.
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from ml-metadata.