LangGraph Tutorial 2

[ds-sebastianchwilczynski]

Focused on putting more emphasis on the LangGraph + making it brief and simple

[github-actions]

Code Coverage Summary

Filename                                                         Stmts    Miss  Cover    Missing
-------------------------------------------------------------  -------  ------  -------  -------------------------------------------------
dbally/_main.py                                                     12       0  100.00%
dbally/collection.py                                                92       2  97.83%   216, 244
dbally/assistants/base.py                                           23       0  100.00%
dbally/assistants/openai.py                                         59       2  96.61%   59-76
dbally/audit/event_span.py                                           8       2  75.00%   12, 22
dbally/audit/event_tracker.py                                       34      11  67.65%   35, 48, 59, 69, 83-92
dbally/audit/event_handlers/base.py                                 15       0  100.00%
dbally/audit/event_handlers/cli_event_handler.py                    42      27  35.71%   9-12, 38-39, 42-46, 56-58, 70-78, 90-93, 104-107
dbally/audit/event_handlers/langsmith_event_handler.py              25      21  16.00%   6-92
dbally/data_models/audit.py                                         22       0  100.00%
dbally/data_models/execution_result.py                              14       0  100.00%
dbally/data_models/llm_options.py                                   13       0  100.00%
dbally/data_models/prompts/common_validation_utils.py               15       0  100.00%
dbally/data_models/prompts/iql_prompt_template.py                   13       1  92.31%   39
dbally/data_models/prompts/nl_responder_prompt_template.py           8       0  100.00%
dbally/data_models/prompts/prompt_template.py                       28       2  92.86%   27, 35
dbally/data_models/prompts/query_explainer_prompt_template.py        8       0  100.00%
dbally/data_models/prompts/view_selector_prompt_template.py         12       2  83.33%   33-34
dbally/embedding_client/base.py                                      5       0  100.00%
dbally/embedding_client/openai.py                                   19      14  26.32%   20-30, 42-52
dbally/iql/_exceptions.py                                           24       1  95.83%   33
dbally/iql/_processor.py                                            78       7  91.03%   15, 43, 60, 66, 72, 81, 87
dbally/iql/_query.py                                                12       1  91.67%   7
dbally/iql/_type_validators.py                                      39       2  94.87%   24, 28
dbally/iql/syntax.py                                                36       9  75.00%   6-9, 27, 36, 60, 63-66
dbally/iql_generator/iql_generator.py                               32       0  100.00%
dbally/llm_client/base.py                                           21      10  52.38%   24-25, 50-70
dbally/llm_client/openai_client.py                                  21      21  0.00%    1-62
dbally/nl_responder/nl_responder.py                                 31       5  83.87%   75, 82-90
dbally/nl_responder/token_counters.py                               23      10  56.52%   24-25, 53-63
dbally/prompts/prompt_builder.py                                    20       3  85.00%   6, 26-27
dbally/similarity/chroma_store.py                                   35       0  100.00%
dbally/similarity/detector.py                                       73       6  91.78%   21, 200-204
dbally/similarity/faiss_store.py                                    36      33  8.33%    5-94
dbally/similarity/fetcher.py                                         5       0  100.00%
dbally/similarity/index.py                                          18       0  100.00%
dbally/similarity/sqlalchemy_base.py                                40      21  47.50%   17, 35-37, 48-50, 59, 68-71, 81-87, 105-108
dbally/similarity/store.py                                           7       0  100.00%
dbally/utils/errors.py                                               2       0  100.00%
dbally/view_selection/base.py                                        6       0  100.00%
dbally/view_selection/llm_view_selector.py                          20       0  100.00%
dbally/view_selection/random_view_selector.py                        9       9  0.00%    1-27
dbally/views/base.py                                                 7       0  100.00%
dbally/views/decorators.py                                           6       0  100.00%
dbally/views/exposed_functions.py                                   33       1  96.97%   24
dbally/views/methods_base.py                                        34       2  94.12%   75, 83
dbally/views/pandas_base.py                                         33       1  96.97%   64
dbally/views/sqlalchemy_base.py                                     37       7  81.08%   48, 63-65, 83-87
dbally/views/structured.py                                          34       1  97.06%   30
dbally/views/freeform/text2sql/_autodiscovery.py                   113      18  84.07%   107-108, 272, 275, 288-300, 304, 319-321, 333-334
dbally/views/freeform/text2sql/_config.py                           20       0  100.00%
dbally/views/freeform/text2sql/_errors.py                            6       3  50.00%   10-12
dbally/views/freeform/text2sql/_view.py                             48       6  87.50%   71, 75-78, 81
dbally_cli/main.py                                                   5       5  0.00%    1-11
dbally_cli/similarity.py                                            21       0  100.00%
TOTAL                                                             1452     266  81.68%

Diff against main

Filename      Stmts    Miss  Cover
----------  -------  ------  --------
TOTAL             0       0  +100.00%

Results for commit: a4b967d

Minimum allowed coverage is 60%

♻️ This comment has been updated with latest results