1.4.0

Core Library

• feat: add incremental lag (attribution window) for datetime, int, and float cursors by @donotpush in #1957
• LanceDB - (1) support merge key to merge chunked documents correctly - removes orphaned chunks (2) huge performance upgrade by loading data via arrow by @Pipboyguy in #1620
• Move exclude_keys() to dlt.common.utils by @burnash in #1966
• Fix BigQueryLoadJob hiding root cause exception by @xneg in #1992
• loads secrets from colab userdata and steamlit + bugfixes by @rudolfix in #1994
• Fix pagination issue in JSONResponseCursorPaginator with empty string cursor value by @kang8 in #2016
• fix: if name of distribution is None by @senickel in #2024
• allows to pass default values when writing specs by @rudolfix in #2018
• enable delta partitioning on arrow normalizer load id by @jorritsandbrink in #2022
• add session token to duckdb s3 secret by @jorritsandbrink in #2007
• Add user agent for Databricks by @VioletM in #1987
• Fix an incorrect missing dependency error by @burnash in #2001
• fix resource level max_table_nesting and normalizer performance tuning by @sh-rp in #2026
• move default pipelines of cores sources into source folders by @sh-rp in #1888
• duckdb filesystem custom secrets by @sh-rp in #2017
• allows for empty dataset clickhouse by @rudolfix in #2045
• add GCP default credential handling for delta table format by @jorritsandbrink in #2048
• enables merges for bigquery autodetect schema by @sh-rp in #2035
• logs warning if deduplication state is large by @willi-mueller in #1877
• Add core sources extras to requirements in dlt init by @burnash in #2028
• Fix merge write disposition for pyarrow and ClickHouse by @burnash in #2042

Experimental interfaces

dlt dataset public interface and docs coming next week.

• 1990 - dataset columns select and limit by @sh-rp in #2000

Docs

• Updated databricks destination documentation by @dat-a-man in #1984
• Docs: fix capitalization of some terms, fix typos by @burnash in #1988
• fix typo by @mariarice15 in #1995
• Fix Zendesk example: make test resilient to data changes by @burnash in #1999
• fix s3 credentials environment variable names by @seunggs in #2010
• remove ga add tm by @alexanderfifefd in #2008
• Super fast snippet linting & type checking by @sh-rp in #2019
• Fix the deprecation warning in .common.configuration.container by @burnash in #2025
• Added deploy with modal. by @dat-a-man in #1805
• Updated google cloud function documentation by @dat-a-man in #2034
• add warning for large delta memory footprint on filesystem docs page by @sh-rp in #2036
• simplify advanced section by @kning in #2037
• Added docs on how to deploy a pipeline using Google Cloud run by @dat-a-man in #2038
• Format Delta table section in the filesystem destination by @burnash in #2057
• Docs: add table formats to the sidebar by @burnash in #2060

New Contributors

• @xneg made their first contribution in #1992
• @seunggs made their first contribution in #2010
• @alexanderfifefd made their first contribution in #2008
• @kang8 made their first contribution in #2016
• @senickel made their first contribution in #2024
• @kning made their first contribution in #2037

Full Changelog: 1.3.0...1.4.0

1.3.0

Core Library

• Fix try/except in from_reference shadowing MissingDependencyException by @burnash in #1939
• prefers uv over pip if found (when creating virtual envs) by @rudolfix in #1940
• allows to plug new or updated dlt cli commands by @sh-rp in #1938
• Feat/557 rest api add oauth2clientcredentials to built in auth methods by @willi-mueller in #1871
• uses path normalize for columns in arrow tables by @rudolfix in #1947
• Added extended jsonpath_ng parser (rest_api) by @francescomucio in #1941
• Fix/1897 support https endpoints clickhouse by @sh-rp in #1931
• Fix for multiple ignores is not working (rest_api) by @burnash in #1956
• SQL Database: Support including/excluding NULL cursor values by @steinitzu in #1946
• Add references table hint and reflect them in sql_database by @steinitzu in #1925
• only truncate or delete from existing tables in refresh modes by @sh-rp in #1926
• adds bigquery partition expiration and motherduck connection string by @rudolfix in #1968

Experimental interfaces

Below we expose a new pipeline._dataset and dlt._dataset interfaces that provide unified access to data loaded into destination. We also implement duckdb-based SQL client on a filesystem destination to access data in data lakes. We'll add documentation once we stabilize dataset interface. However already now you can benefit from new cursor implementation of sql_client that allows to take data frames, arrow tables also in batches:

• dataset factory by @sh-rp in #1945
• expose readable datasets as dataframes and arrow tables by @sh-rp in #1507

PRs below adds pluggy and a few first plugin hooks. The idea is to make a lot of functionalities in dlt pluggable. Currently you can plug new cli command (or upgrade existing) and you can also plug your own runtime environment (how dlt looks for data, secrets etc.)

• adds registries and plugins by @rudolfix in #1894
• unifies run configuration and run context by @rudolfix in #1944

Docs

• Update url in deploy-with-airflow-composer.md by @FriedrichtenHagen in #1942
• Added info about backend kwargs in pyarrow by @dat-a-man in #1903
• Docs: sync styles with dlthub by @burnash in #1936
• Docs: styles: remove underline for cards in dark mode by @burnash in #1967

New Contributors

• @FriedrichtenHagen made their first contribution in #1942

Full Changelog: 1.2.0...1.3.0

1.2.0

Core Library

• Sqlalchemy merge support by @steinitzu in #1842
• Fix config sections for synching destinations and accessing destination clients by @sh-rp in #1887
• incremental scd2 with merge_key by @jorritsandbrink in #1818
• fix: UUIDs are not an unknown data type (logging) by @neuromantik33 in #1914
• fix: PageNumberPaginator not reset when iterating through multiple pa… by @paul-godhouse in #1924
• Feat/1922 rest api source add mulitple path parameters by @TheOneTrueAnt in #1923
• enables gcs staging for databricks by @rudolfix in #1933

Docs

• Update weaviate reference by @emmanuel-ferdman in #1896
• Docs: Add sftp option for filesystem source by @VioletM in #1845
• Update installation.md by @erikjamesmason in #1899
• Added troubleshooting section to filesystem docs by @dat-a-man in #1900
• Docs: make naming consistent in the cloud storage & file system source by @burnash in #1835
• Docs: add section on resolving multiple path parameters by @burnash in #1929

New Contributors

• @emmanuel-ferdman made their first contribution in #1896
• @erikjamesmason made their first contribution in #1899
• @neuromantik33 made their first contribution in #1914
• @paul-godhouse made their first contribution in #1924

Full Changelog: 1.1.0...1.2.0

1.1.0

What's Changed

• fix intermittent delta panic issue by @jorritsandbrink in #1832
• Sqlalchemy staging dataset support and docs by @steinitzu in #1841
• rest_api: allow specifying custom session (feat/1843) by @willi-mueller in #1844
• Allows any duckdb version, fixes databricks az credentials by @rudolfix in #1854
• Fix/1849 Do Not Parse Ignored Empty Responses by @TheOneTrueAnt in #1851
• feat: filesystem delete old pipeline state files by @donotpush in #1838
• supports adding DltResource in RESTAPIConfig dict by @willi-mueller in #1865
• Fix/1858 make all connection string credentials optional by @rudolfix in #1867

Docs

• sqlalchemy destination docs @steinitzu in #1841
• Docs: move REST API helpers to the REST API category by @burnash in #1852
• Docs: rest_api: document processing_steps by @burnash in #1872
• Fix the paginator's doc heading by @burnash in #1869

Verified Sources

• Custom filter clauses supported, pyarrow/arrowmongo requirement optional for Mongo by @Pipboyguy

New Contributors

• @TheOneTrueAnt made their first contribution in #1851

Full Changelog: 1.0.0...1.1.0

1.0.0

This is a major dlt release. Please check the list of breaking changes and deprecations: #1778

Core Library

• move rest_api, sql_database and filesystem sources to dlt core by @willi-mueller in #1728
• drops foreign_key, adds nested references (row_key - parent_key) by @rudolfix in #1774
• deprecates complex data type, changes to json by @rudolfix in #1792
• Feat/1749 abort load package and raise exception on terminal errors in jobs by @willi-mueller in #1781
• Feat/1492 extend timestamp config to handle naive timestamps (without timezone) by @donotpush in #1669
• Fix/1571 Incremental: Optionally load or ignore/exclude/include records with cursor_path missing or None value by @willi-mueller in #1576
• creates a single source in extract for all resource instances passed as list by @rudolfix in #1535
• Enable BigQuery schema auto-detection with partitioning and clustering hints by @Pipboyguy in #1806
• Sqlalchemy destination (merge support and docs still in progress) by @steinitzu in #1734
• Feat/1730 extend filesystem sftp by @donotpush in #1769
• Stops dumping secrets to dlt traces. by @willi-mueller in #1797
• Don't use Custom Embedding Functions on LanceDB by @Pipboyguy in #1771
• sets default concurrency for blob upload for adlfs to 1 to avoid massive memory usage on large files by @rudolfix in #1779
• Fix/1790 support incremental load with arrow when cursor column is not nullable by @willi-mueller in #1791
• controls row group size and empty tables in memory buffer when writing parquet by @rudolfix in #1782
• fix installation command" by @novica in #1741
• skips tables without jobs when merging delta tables by @rudolfix in #1803

Docs

• display past versions of the documentation (0.5.x / 1.0.0 / devel) by @sh-rp in #1770
• Refactor filesystem doc by @VioletM in #1745
• Update REST API docs by @akelad in #1795
• Add filesystem tutorial by @VioletM in #1775
• adding the sql_database tutorial by @rahuljo in #1796
• structural and content changes to the sql_database doc by @rahuljo in #1623
• Docs: update the introduction, add the rest_api tutorial by @burnash in #1729
• Docs/update deploy dagster by @mariarice15 in #1761
• Correct wrong code example for apply_hints( incremental(xx) ) by @w0ut0 in #1785
• Moves sources and destinations to the top level in docs navigation by @VioletM in #1750
• Fix typo "frequenly" by @ruudwelten in #1800
• Reorder sidebar by @mariarice15 in #1787

New Contributors

• @novica made their first contribution in #1741
• @mariarice15 made their first contribution in #1761
• @w0ut0 made their first contribution in #1785
• @ruudwelten made their first contribution in #1800

Full Changelog: 0.5.4...1.0.0

0.5.4

Core Library

• BigQuery project_id may be different from credentials project_id by @VioletM in #1680
• Enable schema evolution for merge write disposition with delta table format by @jorritsandbrink in #1742
• Add storage_options to DeltaTable.create by @jorritsandbrink in #1686
• Fix delta table dangling Parquet file bug by @jorritsandbrink in #1695
• Add delta table partitioning support by @jorritsandbrink in #1696
• fixes load job counter displayed in progress by @rudolfix in #1702
• RESTClient: stops pagination after empty page (Feat/1637) by @willi-mueller in #1677
• Enable scd2 record reinsert by @jorritsandbrink in #1707
• scd2 custom "valid from" / "valid to" value feature by @jorritsandbrink in #1709
• feat/1681 collects load job metrics and adds remote url to traces by @rudolfix in #1708
• locks trace format with a contract @rudolfix in #1708
• Feat/1711 create with not exists for dlt tables to reduce racing conditions by @rudolfix in #1740
• provides detail exception messages when cursor stored value cannot be coerced to data by @rudolfix in #1748
• Allows to configure if staging destination is truncated or left intact to config by @VioletM in #1717
• enables external location and named credential in databricks, allows abfss://container@account Azure urls by @rudolfix in #1755
• fixes #1703 and #1754 by @rudolfix in #1755

Docs:

• rest_api: documents pluggable custom auth by @willi-mueller in #1690
• Update Snowflake docs by @akelad in #1747
• Docs/issue 1661 add tip to source docs and update weaviate docs by @dat-a-man in #1662
• Add custom parent-child relationships example by @dat-a-man in #1678
• Correct the library name for mem stats to psutil by @deepyaman in #1733
• Replaced "full_refresh" with "dev_mode" by @dat-a-man in #1735

New Contributors

• @deepyaman made their first contribution in #1733

Full Changelog: 0.5.3...0.5.4

0.5.3

Core Library

• Add support for continuously starting load jobs as slots free up in the loader. This will significantly speed up loading packages with many files. by @sh-rp in #1494
• Add get_delta_tables helper function to optimize and vacuum tables by @jorritsandbrink in #1664
• Raise/warn on incomplete columns in normalize by @steinitzu in #1504
• Add enable_dataset_name_normalization option by @VioletM in #1676
• updates duckdb/motherduck load job to match parquet by column names by @rudolfix in #1674
• updates duckdb/motherduck load job to fully allow jsonl file format by @rudolfix in #1674
• removes internal locks when loading parquet from multiple threads (duckdb got fixed) #1674
• enables multi transactions statements for Motherduck #1674
• fixes dbt logs line endings

Docs

• Updated config and credentials docs by @VioletM in #1508
• Update salesforce.md by @makies in #1665

Verified Sources

• Column selector added to sql_database @steinitzu

New Contributors

• @makies made their first contribution in #1665

Full Changelog: 0.5.2...0.5.3

0.5.2

Core Library

• Add upsert merge strategy for Postgres and Snowflake, by @jorritsandbrink in #1466
• Add basic upsert support for delta table format in filesystem destination by @jorritsandbrink in #1600
• query tagging for snowflake by @rudolfix in #1582
• Support Open Source ClickHouse Deployments (MergeTree engine and more) by @Pipboyguy in #1496
• allows nested types in BigQuery via native autodetect_schema by @rudolfix in #1591
• Enable upsert merge strategy for more SQL destinations (Athena, BigQuery, Databricks, mssql) by @jorritsandbrink in #1628
• Fix/1512 fixes current.pipeline() access by @rudolfix in #1581
• feat: add config dataset_name_prefix to set custom staging dataset name by @donotpush in #1563
• fix: add airflow db reset for all tests by @donotpush in #1559
• Enable S3 compatible storage for delta table format by @jorritsandbrink in #1586
• feat/1495 rest_client: renames JSONResponsePaginator to JSONLinkPaginator by @willi-mueller in #1558
• Feat/1596 adds custom config providers + example of yaml config provider supporting profiles and jinja placeholders by @rudolfix in #1642
• Feat/1583 rest client session timeout configuration by @willi-mueller in #1590
• Add clarification for add_limit by @VioletM in #1594
• Fix/1606 fixes validator incremental step order to keep it always last in the pipe by @rudolfix in #1641
• Feat/1593 rest_client: allow setting of request kwargs by @willi-mueller in #1609
• prevent accidental wrapping of sources in resources when using adapters by @sh-rp in #1645
• Add empty source handling for delta table format on filesystem destination by @jorritsandbrink in #1617
• Surface original err msg from pydantic as extended_info on DataValidationError by @codingcyclist in #1569
• fix(dockerfile): remove extra spaces around equals sign in LABEL inst… by @thisisdope in #1573
• Qdrant uncommitted state restore and test by @steinitzu in #1545
• fix: suppress alembic logs for tests by @donotpush in #1578

Docs

• Document sql source reflection level and type adapter by @steinitzu in #1467
• Add to docs docs configuring file format options by @VioletM in #1543
• Added how dlt uses arrow by jorrit by @dat-a-man in #1577
• docs/514 rest_api: docs on pluggable paginators by @willi-mueller in #1557
• docs: documents new convert parameter in rest_api source incremental config by @willi-mueller in #1649
• Docs/1571 docs on handling NULL values at incremental cursor path by @willi-mueller in #1650
• Add note that pg_replication doesn't support scd2 by @akelad in #1608
• docs/505 updates documentation on custom hooks in response_actions by @willi-mueller in #1524

New Contributors

• @donotpush made their first contribution in #1559
• @thisisdope made their first contribution in #1573
• @akelad made their first contribution in #1608

Full Changelog: 0.5.1...0.5.2

0.5.1

This is a major release (0.4 -> 0.5) in our versioning scheme so please review the breaking changes below. Most of them are relevant only for platform builders that use dlt internals. Some of the long-deprecated components were removed as well

Breaking Changes

• PageNumberPaginator takes base_page and page arguments instead of initial_page. This allows to paginate APIs that number pages ie. from 0 or from 1. #1509
• deprecated credentials argument was removed from dlt.pipeline. #1537 Please use destination factories to instantiate destinations with explicit credentials. (https://dlthub.com/devel/general-usage/destination#pass-explicit-credentials)

Breaking Changes (internals)

• if dlt.source or dlt.resource decorated function is passed a None in a default argument during a function call, it will be handled exactly like in regular Python function call. Previously such None would request argument injection from configuration. Please read more here: (#1430)
• dlt.config.value and dlt.secrets.value were evaluating to None at runtime. Now they will evaluate to a sentinel value. All the existing code should be backward compatible. (#1430)
• full_refresh flag of dlt.pipeline will be deprecated and replaced with dev_mode. (#1063) and (https://dlthub.com/devel/general-usage/pipeline#do-experiments-with-dev-mode)
• the default resource extraction sequence has changed to round_robin from fifo as a default setting. You can switch back to the previous behavior and learn more about what this means here: (https://dlthub.com/docs/reference/performance#resources-extraction-fifo-vs-round-robin)
• if you create an instance of a SPEC (ie. SnowflakeCredentials) it will not be marked as resolved even if all required fields are provided. previously some were resolving and some were not. #1489
• parse_native_representation never marks config as resolved. previously some were resolving and some were not. #1489

Core Library

• support delta tables with delta-rs on top of filesystem destination. (#1382)
• LanceDB destination and examples (#1375)
• external files may be imported and loaded without extraction and normalization (https://dlthub.com/devel/general-usage/resource#import-external-files) - includes jsonl, csv, and parquet
• pick the loader file format for particular resource (https://dlthub.com/devel/general-usage/resource#pick-loader-file-format-for-a-particular-resource)
• extended support for various csv formats (https://dlthub.com/devel/dlt-ecosystem/file-formats/csv#change-settings)
• csv support for snowflake (#1470 https://dlthub.com/devel/dlt-ecosystem/destinations/snowflake#custom-csv-formats)
• support case sensitive and insensitive modes for our destinations ie. snowflake, redshift, bigquery, mssql etc. may work in both modes (#998 https://dlthub.com/devel/general-usage/naming-convention)
• you'll be able to fully change naming convention ie. to have LATIN-1 character set or create collision-free names (https://dlthub.com/devel/general-usage/naming-convention#write-your-own-naming-convention)
• two new naming conventions: sql_cs_v1 (case sensitive) and sql_ci_v1 (case insensitive) to create SQL safe identifiers without snake case transformation (https://dlthub.com/devel/general-usage/naming-convention#available-naming-conventions)
• you'll be able to modify destination capabilities via destination factories (https://dlthub.com/devel/general-usage/destination#inspect-destination-capabilities)
• schemas will be reflected with a single SQL statement which will make schema migrations faster
• loader can handle many more jobs (files) than before. we tested with 30k jobs and it looks fine
• we are adding refresh modes to pipeline.run that allow to drop and recreate tables - with different granularity. (https://dlthub.com/devel/general-usage/pipeline#refresh-pipeline-data-and-state)
• when generating fingerprint for filesystem destination only the bucket component is taken into account #1516
• 1272 Support ClickHouse GCS S3 compatibility mode in filesystem destination by @Pipboyguy in #1423
• Ensure arrow field's nullable flag matches the schema column by @steinitzu in #1429
• Fix streamlit bug on chess example by @sh-rp in #1425
• Fix databricks pandas error by @steinitzu in #1443
• Extend orjson dependency allowed range with excluded versions by @steinitzu in #1501
• Fix/1465 fixes snowflake auth credentials by @rudolfix in #1489
• skips non resolvable fields from appearing in sample secrets.toml by @rudolfix in #1432
• RESTClient: pass environment settings to requests.Session.send by @burnash in #1452
• fix: service principal auth support for synapse copy job by @jorritsandbrink in #1472
• docs: Fixed markdown issue in duckdb.md by @PabloCastellano in #1528
• Loader parallelism strategies (destination can request the loading strategy ie. sequential or parallel) by @sh-rp in #1457
• Migrate to sentry sdk 2.0 by @sh-rp in #1477
• fix: allow loggeradapter in addition to logger in logcollector by @matsmhans1 in #1483
• Add load_id to arrow tables in extract step instead of normalize by @steinitzu in #1449
• #1356 implements OAuth2 Client Credentials flow by @willi-mueller in #1357
• Add LanceDB custom destination example code by @Pipboyguy in #1323
• fix(incremental): don't filter Arrow tables with empty filters by @IlyaFaer in #1480
• fix: Pipeline.sql_client credentials forwarding by @jorritsandbrink in #1499
• RESTClient: fix duplicate params in URL in JSONResponsePaginator by @burnash in #1515
• Update default log output to not have padding on log level by @sh-rp in #1517
• fix: remove obsolete dremio destination capabilities by @jorritsandbrink in #1527
• feat(filesystem): use only netloc and scheme for fingerprint by @IlyaFaer in #1516
• removes deprecated credentials argument from Pipeline by @rudolfix in #1537
• improves collision detection when naming convention changes by @rudolfix in #1536
• Fix/1542 rest client: makes request parameters optional by @willi-mueller in #1544
• RESTClient: add integrations tests for paginators by @burnash in #1509
• selects all tables from info schema if number of tables > threshold by @rudolfix in #1547
• configurable staging dataset name by @rudolfix in #1555

Docs

• naming conventions documentation (https://dlthub.com/docs/general-usage/naming-convention)
• methods to manipulate schema settings (https://dlthub.com/docs/general-usage/schema#schema-settings)
• rest_api: add troubleshooting section by @burnash in #1371
• RESTClient: add docs for init_request by @burnash in #1442
• Example: fast postgres to postgres by @AstrakhantsevaAA in #1428
• Docs: Updated filesystem docs with explanations for bucket URLs by @dat-a-man in #1435
• docs for loading with contracts to existing tables by @sh-rp in #1441
• Add troubleshooting to incremental docs by @burnash in #1458
• Docs: cover custom authentication, rework paginators section by @burnash in #1493
• rest_api: add an example to the incremental load section by @burnash in #1502
• rest_api: add a quick example to rest_api docs by @burnash in #1531
• Update grouping-resources.md docs by @axellpadilla in #1538
• adds examples and step by step explanation for refresh modes by @rudolfix in #1560

Verified Sources

We worked intensively on rest_api and sql_database:

• Add fallback value for tz in row_tuples_to_arrow (sql_database helpers) @khoadaniel dlt-hub/verified-sources#493
• allows SqlAlchemy engine to be passed to sql_table by @rudolfix dlt-hub/verified-sources#498
• Feat/505 rest api hooks in response actions @willi-mueller dlt-hub/verified-sources#512
• Feat/507 transformation function for incremental cursor @willi-mueller dlt-hub/verified-sources#515
• Allows incremental loading to be configured per resource in sql_database @rudolfix dlt-hub/verified-sources#478
• Allows to set the reflection level for tables: minimal (names/nullability), full (data types) and full_with_precision (with ie. varchar length). @steinitzu https://github.com/dl...

0.4.12

Core Library

• feat(pipeline): add an ability to auto truncate staging dataset by @IlyaFaer in #1292
• Feat/1406 bumps duckdb 0.10 + dbt to <=1.8.x by @rudolfix in #1407
• Azure service principal credentials support by @steinitzu in #1377
• Support partitioning hints for athena iceberg by @steinitzu in #1403
• Add recommended_file_size cap to limit data writer file size and cap BigQuery to 4gb by @steinitzu in #1368
• limits mssql query size to fit network buffer to prevent errors on large inserts by @rudolfix in #1372
• allows to bubble up exceptions when standalone resource returns by @rudolfix in #1374
• Fix: use .get on column in mssql destination for cases where the yaml… by @Daniel-Vetter-Coverwhale in #1380
• Make path tests Windows compatible by @jorritsandbrink in #1384
• RESTClient: Added "values" to the data pattern of the rest_api helper by @francescomucio in #1399
• corrects single entity path detection by @rudolfix in #1394
• RESTClient: implement AuthConfigBase.bool + update docs by @burnash in #1413
• Fix: ensure custom session can be provided to rest client by @z3z1ma in #1396

Docs

• RESTClient: add an example for creating a custom POST paginator by @burnash in #1358
• Add rest_api verified source documentation by @burnash in #1308
• Fix typo in Slack Docs by @cybermaxs in #1369
• RESTClient: docs: add the troubleshooting section by @burnash in #1367
• Replace weather api example with github in create a pipeline walkthrough by @sultaniman in #1351
• RESTClient: docs: Fixed snippet definition by @burnash in #1373
• docs: destination tables: elaborate on example code by @burnash in #1386
• add naming rules to contributing by @sh-rp in #1291
• Added info about how to reorder the columns to adjust a schema by @dat-a-man in #1364
• rest_api: add response_actions documentation by @burnash in #1362
• Update the tutorial to use rest_client.paginate for pagination by @burnash in #1287
• fix command to install dlt by @Benjamin0313 in #1404
• improves sql database docs by @rudolfix in #1383
• add typing classifier and update maintainers in pyproject by @sh-rp in #1391
• Updated installation command in destination docs and a few others by @dat-a-man in #1410
• Update filesystem docs with auto mkdir config by @VioletM in #1416
• add page to docs for openapi generator by @sh-rp in #1417

New Contributors

• @cybermaxs made their first contribution in #1369
• @Daniel-Vetter-Coverwhale made their first contribution in #1380
• @francescomucio made their first contribution in #1399
• @Benjamin0313 made their first contribution in #1404

Full Changelog: 0.4.11...0.4.12