What's Changed

• Add NeptuneUnableToAuthenticateError. This error is raised when the API token is rejected by the server.

What's Changed

• Don't retry authorization attempts when an invalid API token is provided

What's Changed

• If you don't set a custom Run ID, Neptune generates one for you.
• Add Run.get_run_url() and Run.get_experiment_url()
• Add support for protobuf versions 3.19.6+.
• Deprecate NEPTUNE_DEBUG_MODE in favour of NEPTUNE_LOGGER_LEVEL.
• Performance and reliability improvements to local storage.

What's Changed

• feat: replace ProcessLink with ProcessSupervisor by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/178

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.11.1-beta.1...0.11.1-beta.2

What's changed

• If you don't set a custom run ID, Neptune generates one for you.
• Add support for protobuf version 3.19.6+.
• Deprecate NEPTUNE_DEBUG_MODE in favour of NEPTUNE_LOGGER_LEVEL.
• Performance and reliability improvements to local storage.

What's Changed

• Introduce persistent logging and offline mode in https://github.com/neptune-ai/neptune-client-scale/pull/158
• Improve validation performance by @pitercl in https://github.com/neptune-ai/neptune-client-scale/pull/145
• Tweak HTTP timeouts by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/170

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.10.2...0.11.0

What's Changed

• feat: sqlite3 timeout parameter by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/169
• chore: log a warning in wait when SyncProcess dies. Exit in sync cli when SyncProcess dies by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/163
• Tweak HTTP timeouts & rename variables for more clarity by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/170
• fix: fix test_concurrent_delete_sqlite_busy failure on windows by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/171
• feat: implement LOG_FAILURE_ACTION in OperationsRepository by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/172

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.11.0-beta.3...0.11.0-beta.4

What's Changed

• fix: alternative get_operations query (+ index on operation_size and synchronous = FULL) by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/168

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.11.0-beta.2...0.11.0-beta.3

What's Changed

• fix: Improve performance of metadata splitter by @pitercl in https://github.com/neptune-ai/neptune-client-scale/pull/161

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.11.0-beta.1...0.11.0-beta.2

What's Changed

• fix: Insert rows to SQLite in multiple transactions to avoid long DB locks by @pitercl in https://github.com/neptune-ai/neptune-client-scale/pull/159
• fix: end SyncProcess when one of its threads dies by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/160

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.11.0-beta.0...0.11.0-beta.1

What's Changed

• fix: improve validation performance 5x by @pitercl in https://github.com/neptune-ai/neptune-client-scale/pull/145
• fix: retain operation timestamp while batching by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/148
• Merge dev/persistent-queue into main by @michalsosn @kgodlewski @PatrykGala @pitercl in https://github.com/neptune-ai/neptune-client-scale/pull/158
  • Use a persistent, on-disk, sqlite-based queue for logs
  • Add offline mode to Run
  • Keep logging metrics to the persistent log after SyncProcess fails
  • Add neptune sync cli to synchronize stored logs

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.10.2...0.11.0-beta.0

What's Changed

• Modify handling of log operations that would block by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/139

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.10.1...0.10.2

What's Changed

• Account for monotonic timer resolution when deciding whether to block in OperationQueue by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/143

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.10.2-beta.0...0.10.2-beta.1

What's Changed

• Modify the blocking behaviour of logging operations

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.10.1...0.11-beta.0

What's Changed

• Update README: Link to Neptune docs for API reference by @szaganek in https://github.com/neptune-ai/neptune-client-scale/pull/137
• fix: do not kill the process in case of error by @pitercl in https://github.com/neptune-ai/neptune-client-scale/pull/138

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.10.0...0.10.1

What's Changed

• Update README: Link to Neptune docs for API reference by @szaganek in https://github.com/neptune-ai/neptune-client-scale/pull/137
• fix: do not kill the process in case of error by @pitercl in https://github.com/neptune-ai/neptune-client-scale/pull/138

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.10.0...0.10.1b2

What's Changed

• Add support for metric previews by @MaciekPytel in https://github.com/neptune-ai/neptune-client-scale/pull/129

New Contributors

• @MaciekPytel made their first contribution in https://github.com/neptune-ai/neptune-client-scale/pull/129

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.9.1...0.10.0

What's Changed

• Add support for metric previews by @MaciekPytel in https://github.com/neptune-ai/neptune-client-scale/pull/129

New Contributors

• @MaciekPytel made their first contribution in https://github.com/neptune-ai/neptune-client-scale/pull/129

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.9.1...0.10.0b1

What's Changed

• fix: Remove unnecessary lock from AggregatingQueue by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/124
• fix: Translate ingest errors to correct exceptions. by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/133

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.9.0...0.9.1

What's Changed

• Don't error out on child process exit if we're already closing the run by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/127

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.9.1-beta.1...0.9.1-beta.2

What's Changed

• Fix logic in Run._wait() by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/126

What's Changed

• chore: use fixture to limit duplication by @pawel-ludwikow in https://github.com/neptune-ai/neptune-client-scale/pull/111
• fix: retain operation timestamp while batching / stop merging operations by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/116
• Add .net.runs.run_exists() by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/119
• Raise on logging non-increasing series step by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/104
• Make OperationDispatcherThread accept multiple consumers by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/108
• fix: retry on all NeptuneRetryableError in StatusTrackingThread.check_batch by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/109
• Make get_client_config() raise errors that are more meaningful to the user by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/115
• Better error handling during wait*() and Run.__init__() by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/118
• fix: Remove unnecessary lock from AggregatingQueue by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/124

New Contributors

• @pawel-ludwikow made their first contribution in https://github.com/neptune-ai/neptune-client-scale/pull/111

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.9.0...0.9.1-beta.0

Changes

• Removed support for Python 3.8 (https://github.com/neptune-ai/neptune-client-scale/pull/105)

Added

• Added projects.list_projects() method to list projects accessible to the current user (https://github.com/neptune-ai/neptune-client-scale/pull/97)

Fixed

• Fixed retry behavior on encountering a NeptuneRetryableError (https://github.com/neptune-ai/neptune-client-scale/pull/99)
• Fixed batching of metrics when logged with steps out of order (https://github.com/neptune-ai/neptune-client-scale/pull/91)

Chores

• Not invoking on_error_callback on encountering 408 and 429 HTTP statuses (https://github.com/neptune-ai/neptune-client-scale/pull/110)

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.8.0...0.9.0-beta.0

What's Changed

• chore: Update neptune-api requirement to 0.8.0b by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/77
• Rename MetadataSplitter._fields -> _configs by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/70
• Make default error callback logs more informative by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/78
• Revamp exception descriptions by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/80
• Add basic e2e tests by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/73
• Add SharedVar class by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/71
• Use ProcessLink for tracking process termination between Run <-> SyncProcess by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/61
• fix: batch byte limit is properly checked on a new step by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/82
• chore: Set request timeout to 30s by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/87
• Change "field" to "attribute" in docs by @normandy7 in https://github.com/neptune-ai/neptune-client-scale/pull/84
• Rename fields to attributes. by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/86
• Allow skipping non-finite values in float series by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/85
• Refactor internal package structure by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/88
• chore: neptune-api==0.8.0 by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/89
• Add neptune_scale.projects.create_project() by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/92
• Docs for create_project() by @normandy7 in https://github.com/neptune-ai/neptune-client-scale/pull/93

New Contributors

• @PatrykGala made their first contribution in https://github.com/neptune-ai/neptune-client-scale/pull/77

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.7.3...0.8.0

What's Changed

• Add neptune_scale.projects.create_project() by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/92
• Docs for create_project() by @normandy7 in https://github.com/neptune-ai/neptune-client-scale/pull/93

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.8.0-beta.1...0.8.0-beta.2

What's Changed

• Rename MetadataSplitter._fields -> _configs by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/70
• Make default error callback logs more informative by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/78
• Revamp exception descriptions by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/80
• Add basic e2e tests by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/73
• Add SharedVar class by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/71
• Use ProcessLink for tracking process termination between Run <-> SyncProcess by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/61
• fix: batch byte limit is properly checked on a new step by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/82
• chore: Set request timeout to 30s by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/87
• Change "field" to "attribute" in docs by @normandy7 in https://github.com/neptune-ai/neptune-client-scale/pull/84
• Rename fields to attributes. by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/86
• Allow skipping non-finite values in float series by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/85
• Refactor internal package structure by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/88
• chore: neptune-api==0.8.0 by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/89

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.8.0-beta.0...0.8.0-beta.1

What's Changed

• chore: Update neptune-api requirement to 0.8.0b by @PatrykGala in https://github.com/neptune-ai/neptune-client-scale/pull/77

New Contributors

• @PatrykGala made their first contribution in https://github.com/neptune-ai/neptune-client-scale/pull/77

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.7.3...0.8.0-beta.0

What's Changed

• Debug logging will now create files with the PID component in the filename

What's Changed

• Update CHANGELOG.md by @SiddhantSadangi in https://github.com/neptune-ai/neptune-client-scale/pull/64
• Change the logger's configuration to be more resilient by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/66
• Update docs: info about timestamp and timezones by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/69
• Add ProcessLink class by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/59
• Fix an outdated import in process_link.py by @kgodlewski in https://github.com/neptune-ai/neptune-client-scale/pull/72
• fix: Strip quotes from env vars by @SiddhantSadangi in https://github.com/neptune-ai/neptune-client-scale/pull/51
• Added list, set, and tuple support for log_configs(), added tuple support for tags by @SiddhantSadangi in https://github.com/neptune-ai/neptune-client-scale/pull/67
• Batch metrics with distinct steps by @michalsosn in https://github.com/neptune-ai/neptune-client-scale/pull/65

Full Changelog: https://github.com/neptune-ai/neptune-client-scale/compare/0.7.1...0.7.2

What's Changed

• Performance improvements
• Change the logger's configuration to be more resilient
• Update docs: info about timestamp and timezones
• Strip quotes from NEPTUNE_PROJECT env variable
• Added list, set, and tuple support for log_configs()
• Added tuple support for tags

What's Changed

• Made timestamp keyword-only in log_metrics()
• Removed family from run initialization parameters

What's Changed

• Remove iterables from log_config value type hints
• Marked step and data as mandatory in log_metrics
• Check if SyncProcess is alive in SIGCHLD handler
• Fix lock is not owned error in error handling block

What's Changed

• Set neptune-api dependency to 0.6.*

What's Changed

• Fixed a rare case where some operations on tags and group tags could get lost

What's Changed

• Improved performance of logging metadata
• Added dedicated exceptions raised when project name or API token are not provided
• Minor fixes

Added

• Added docstrings to logging methods (#40)

Changes

• Removed timestamp parameter from add_tags(), remove_tags() and log_configs() methods (#37)

Added

• Added support for integer values when logging metric values (#33)
• Added support for async lag threshold (#22)

Added

• Package renamed to neptune-scale (#31)