Dlt

Core Library
* fixes lost data and incorrect handling of child tables during `truncate-and-insert` replace by sh-rp in https://github.com/dlt-hub/dlt/pull/499
This is important improvement that fixes a few holes in `truncate-and-insert` replace mode (which was there from beginning of `dlt`). Now we truncate all the tables before multithreaded append process starts. We also truncate child tables that could be left with data before.
details: 263 271

* fixes deploy airflow secrets and makes `toml` the default layout by rudolfix in https://github.com/dlt-hub/dlt/pull/513
* check the required verified source `dlt` version during `dlt init` and warn users by steinitzu in https://github.com/dlt-hub/dlt/pull/514
* add schema version to _dlt_loads table by codingcyclist in https://github.com/dlt-hub/dlt/pull/466

Docs
* Add example values to data types docs by burnash in https://github.com/dlt-hub/dlt/pull/516
* adding destination walkthrough by rudolfix in https://github.com/dlt-hub/dlt/pull/520

New Contributors
* codingcyclist made their first contribution in https://github.com/dlt-hub/dlt/pull/466

**Full Changelog**: https://github.com/dlt-hub/dlt/compare/0.3.5...0.3.6

Core Library
* Fix incremental hitting end_value throwing out whole batches by steinitzu in https://github.com/dlt-hub/dlt/pull/495
* replace with staging tables by sh-rp in https://github.com/dlt-hub/dlt/pull/488
Now staging dataset may be used to replace tables. you can chose from several replace strategies (https://dlthub.com/docs/general-usage/full-loading) including fully transactional and atomic replacing of parent and all child tables or optimized where we use ie. ability to clone tables and copy on write in BigQuery and Snowflake

* detect serverless aws_lambda by muppinesh in https://github.com/dlt-hub/dlt/pull/490
* fixes credentials instantiation by rudolfix in https://github.com/dlt-hub/dlt/pull/507
* fixes extract schema update by rudolfix in https://github.com/dlt-hub/dlt/pull/509
* adds destination fingerprint by rudolfix in https://github.com/dlt-hub/dlt/pull/511

Docs
* staging docs update by rudolfix in https://github.com/dlt-hub/dlt/pull/496
* Updates to verified sources by dat-a-man

New Contributors
* muppinesh made their first contribution in https://github.com/dlt-hub/dlt/pull/490

**Full Changelog**: https://github.com/dlt-hub/dlt/compare/0.3.4...0.3.5

Core Library
* staging for loader files implemented by sh-rp in https://github.com/dlt-hub/dlt/pull/451
* staging for redshift on s3 bucket and json + parquet by sh-rp in https://github.com/dlt-hub/dlt/pull/451
* staging for bigquery on gs bucket and json + parquet by sh-rp in https://github.com/dlt-hub/dlt/pull/451
* staging for snowflake on s3+gs buckets and json + parquet by sh-rp in https://github.com/dlt-hub/dlt/pull/451
* improvements and bugfixes for parquet generation by rudolfix in https://github.com/dlt-hub/dlt/pull/451
* tracks helpers usage and source names by rudolfix in https://github.com/dlt-hub/dlt/pull/497
* Fix: use sets to prevent unnecessary truncate calls by z3z1ma in https://github.com/dlt-hub/dlt/pull/481

Docs
* staging docs update by sh-rp in https://github.com/dlt-hub/dlt/pull/485
* rewritten documentation for destinations rudolfix AstrakhantsevaAA dat-a-man
* adds category pages for sources and destinations by rudolfix in https://github.com/dlt-hub/dlt/pull/486
* Clarifies create-a-pipeline docs by willi-mueller in https://github.com/dlt-hub/dlt/pull/493

New Contributors
* willi-mueller made their first contribution in https://github.com/dlt-hub/dlt/pull/493

**Full Changelog**: https://github.com/dlt-hub/dlt/compare/0.3.3...0.3.4

Core Library
* supports motherduck as a destination by rudolfix in https://github.com/dlt-hub/dlt/pull/460
* dbt 1.5 compatibility, enabled motherduck dbt support by sh-rp in https://github.com/dlt-hub/dlt/pull/475
* add more retry conditions and makes timeouts configurable in dlt requests drop-in replacement by steinitzu in https://github.com/dlt-hub/dlt/pull/477
* end_value support to incremental: backloading in parallel chunks now possible by steinitzu in https://github.com/dlt-hub/dlt/pull/467

Docs
* deploy cloud function as webhook by dat-a-man in https://github.com/dlt-hub/dlt/pull/449
* several key sections were updated and refactored by AstrakhantsevaAA
* destination documentation refactor by rudolfix in https://github.com/dlt-hub/dlt/pull/478

**Full Changelog**: https://github.com/dlt-hub/dlt/compare/0.3.2...0.3.3

Core Library
This is a pre-release version with adds **motherduck** destination. for details please see our [docs](https://dlthub.com/docs/dlt-ecosystem/destinations/motherduck)


**Full Changelog**: https://github.com/dlt-hub/dlt/compare/0.3.2...0.3.3a0

Core Library
* snowflake destination: we support loading via PUT stage (`parquet` and `jsonl`) and password and key pair authentication by steinitzu in https://github.com/dlt-hub/dlt/pull/414
* parquet files in load packages are supported with pyarrow. following destinations accept those when loading: bigquery, duckdb, snowflake and filesystem, by sh-rp in https://github.com/dlt-hub/dlt/pull/403
* `dbt-snowflake` supported by dbt wrapper by steinitzu in https://github.com/dlt-hub/dlt/pull/448

Docs
* Docs: polished reference's docs by AstrakhantsevaAA in https://github.com/dlt-hub/dlt/pull/430
* `dhelp` (AI assistant in docs) enabled by burnash in https://github.com/dlt-hub/dlt/pull/390
* Added deploy with google cloud functions by dat-a-man in https://github.com/dlt-hub/dlt/pull/426
* train-gpt-q&a-blog by TongHere in https://github.com/dlt-hub/dlt/pull/438
* adding the open api spec article by rahuljo in https://github.com/dlt-hub/dlt/pull/442
* Docs/user guide data scientists by AstrakhantsevaAA in https://github.com/dlt-hub/dlt/pull/436
* Docs: airflow intro by AstrakhantsevaAA in https://github.com/dlt-hub/dlt/pull/444
* documents snowflake destination by rudolfix in https://github.com/dlt-hub/dlt/pull/447
* add file formats and fill out the parquet page in docs by sh-rp in https://github.com/dlt-hub/dlt/pull/439
* Added filesystem destination docs by dat-a-man in https://github.com/dlt-hub/dlt/pull/440

**Full Changelog**: https://github.com/dlt-hub/dlt/compare/0.3.1...0.3.2