Functions — github.com/GAIR-NLP/daVinci-Agency

hub / github.com/GAIR-NLP/daVinci-Agency / functions

Functions2,118 in github.com/GAIR-NLP/daVinci-Agency

⨍ Functions 2,118◇ Types & classes 341↳ Endpoints 14

↓ 1 callersMethod_fallback_chain_summary

Fallback summarisation when the LLM response is unusable.

src/pipelines/domain_analysis/llm_topic_classifier.py:502

↓ 1 callersMethod_fallback_pr_insight

Fallback PR insight when the LLM response is unusable.

src/pipelines/domain_analysis/llm_topic_classifier.py:550

↓ 1 callersFunction_fetch_ground_truth_patch

( owner: str, repo: str, base_sha: str, head_sha: str, token: str, )

src/pipelines/query_constructor/persistence.py:349

↓ 1 callersMethod_find_link

(self, segment: List[PRRecord], record: PRRecord)

src/pipelines/pr_combiner/chain_builder.py:103

↓ 1 callersFunction_format_rollout_timestamp

(now: datetime | None = None)

src/cli/rollout_executor_cli.py:2103

↓ 1 callersMethod_format_stage_baseline

(baseline: StageBaseline)

src/services/api/rollouts.py:136

↓ 1 callersFunction_format_summary_txt

(summary: RolloutDatasetSummary)

src/cli/rollout_stats_cli.py:18

↓ 1 callersFunction_generate_with_github

(request: PRChainDiffRequest)

src/services/rollout_diff/generator.py:59

↓ 1 callersFunction_generate_with_local

(request: PRChainDiffRequest)

src/services/rollout_diff/generator.py:88

↓ 1 callersMethod_get_client

Return a configured OpenAI client, refreshing if settings changed.

src/pipelines/domain_analysis/llm_topic_classifier.py:588

↓ 1 callersFunction_get_environment

Create and cache the Jinja2 environment rooted at prompts directory.

src/services/prompt_loader.py:44

↓ 1 callersFunction_get_github_token

()

src/pipelines/query_constructor/persistence.py:329

↓ 1 callersFunction_get_openai_client

( base_url: str, api_key: str, *, scope: str, timeout: float | None )

src/utils/llm.py:202

↓ 1 callersFunction_get_thread_classifier

Return a thread-local classifier instance.

src/cli/domain_analysis_cli.py:95

↓ 1 callersFunction_git_env

()

tests/unit/services/test_telemetry_stream.py:15

↓ 1 callersFunction_git_env

()

tests/regression/pipelines/rollout_executor/test_stage_preservation.py:19

↓ 1 callersFunction_git_env

()

tests/acceptance/pipelines/rollout_executor/test_staged_rollout.py:56

↓ 1 callersFunction_github_aggregate

(pr_records: List[PRRecordSummary], client: GitHubCompareClient)

src/services/rollout_diff/generator.py:178

↓ 1 callersFunction_github_per_pr

( pr_records: List[PRRecordSummary], client: GitHubCompareClient, )

src/services/rollout_diff/generator.py:186

↓ 1 callersMethod_has_timeline_link

(self, previous: PRRecord, current: PRRecord)

src/pipelines/pr_combiner/chain_builder.py:132

↓ 1 callersFunction_head

(path: Path)

tests/unit/services/test_telemetry_stream.py:49

↓ 1 callersFunction_head

(path: Path)

tests/regression/pipelines/rollout_executor/test_stage_preservation.py:53

↓ 1 callersFunction_head

(path: Path)

tests/acceptance/pipelines/rollout_executor/test_staged_rollout.py:90

↓ 1 callersMethod_identify_failed_prs

( self, details: List[PRDetails], chains: List[PRChain] )

src/pipelines/pr_combiner/combiner.py:239

↓ 1 callersFunction_infer_scaffold_mode

Infer scaffold mode from a registry record when the field is missing.

src/cli/_scaling_success_resume.py:58

↓ 1 callersFunction_init_repository

(path: Path)

tests/integration/pipelines/rollout_executor/test_workspace_copy.py:33

↓ 1 callersFunction_init_repository

(path: Path)

tests/unit/services/test_telemetry_stream.py:40

↓ 1 callersFunction_init_repository

(path: Path)

tests/unit/pipelines/rollout_executor/test_workspace_template.py:33

↓ 1 callersFunction_init_repository

(path: Path)

tests/regression/pipelines/rollout_executor/test_stage_preservation.py:44

↓ 1 callersFunction_init_repository

(path: Path)

tests/acceptance/pipelines/rollout_executor/test_staged_rollout.py:81

↓ 1 callersMethod_install_logging_capture

(self)

src/cli/rollout_executor_ui.py:254

↓ 1 callersMethod_is_linked

Determine whether two PRs are linkable.

src/pipelines/pr_combiner/chain_builder.py:109

↓ 1 callersFunction_is_openai_content_list

(value: Any)

src/pipelines/data_process/openai_json_stringify.py:103

↓ 1 callersFunction_is_under_raw_data

(path: Path)

src/cli/rollout_cleanup.py:19

↓ 1 callersFunction_iter_batches

( file: pq.ParquetFile, *, columns: Sequence[str], batch_size: int, )

src/utils/parquet_token_counter.py:120

↓ 1 callersFunction_iter_enhanced_files

(input_dir: Path)

src/data_processing/enhanced_repo_rollup.py:111

↓ 1 callersMethod_iter_json_lines

(self, path: Path)

src/pipelines/domain_analysis/data_loader.py:135

↓ 1 callersFunction_iter_jsonl

(path: Path)

src/pipelines/pr_combiner/input_parser.py:27

↓ 1 callersFunction_iter_jsonl_records

(file_path: Path)

src/data_processing/enhanced_repo_rollup.py:123

↓ 1 callersMethod_iter_raw_records

(self, path: Path)

src/pipelines/domain_analysis/data_loader.py:141

↓ 1 callersFunction_iter_template_files

(directory: Path)

src/services/templates.py:14

↓ 1 callersFunction_iterate_segment_text

(segment: Mapping[str, Any])

src/pipelines/pr_combiner/reference_parser.py:173

↓ 1 callersFunction_legacy_sanitize

Return the historical sanitization behaviour used before repo scoped storage.

src/pipelines/query_constructor/persistence.py:56

↓ 1 callersFunction_level_to_color

(level: str)

src/cli/rollout_executor_ui.py:357

↓ 1 callersMethod_load

(path: Path)

src/pipelines/pr_combiner/review_queue.py:150

↓ 1 callersFunction_load_canonical_schema

()

src/pipelines/query_constructor/validators.py:72

↓ 1 callersFunction_load_chain_entry

(path: Path, chain_id: str)

src/cli/diff_generator.py:55

↓ 1 callersMethod_load_chain_file

(self, path: Path)

src/pipelines/domain_analysis/data_loader.py:121

↓ 1 callersFunction_load_chains

( chain_paths: Iterable[Path], raw_paths: Iterable[Path], )

src/cli/domain_analysis_cli.py:84

↓ 1 callersFunction_load_client

()

tests/integration/services/test_sii_inference.py:13

↓ 1 callersFunction_load_json_fixture

(filename: str)

tests/fixtures/pr_combiner/__init__.py:13

↓ 1 callersMethod_load_log_payload

(log_path: Path | None)

src/services/sii_agent_client.py:287

↓ 1 callersFunction_load_messages

(path: Path)

src/services/rollout_cleanup.py:44

↓ 1 callersFunction_load_placeholder_allowlist

()

src/pipelines/query_constructor/validators.py:64

↓ 1 callersFunction_load_registry

(path: Path)

src/cli/_scaling_success_resume.py:12

↓ 1 callersFunction_load_registry_filtered

Load only registry entries relevant to the provided source folder. This avoids noisy validation warnings from unrelated historical rollouts.json

src/cli/rollout_cleanup.py:73

↓ 1 callersFunction_load_settings

Load cached pipeline LLM settings by scope.

src/utils/llm.py:34

↓ 1 callersMethod_load_stage_execution

(self, plan_id: str, stage_id: str, execution_id: str)

src/services/api/rollouts.py:128

↓ 1 callersMethod_load_status

(self, template_id: str)

src/services/api/rollouts.py:36

↓ 1 callersFunction_load_taxonomy_entries

(path: Path)

src/pipelines/domain_analysis/llm_topic_classifier.py:700

↓ 1 callersFunction_load_validator_rules

()

src/pipelines/query_constructor/validators.py:53

↓ 1 callersMethod_load_workspace_state

(self, plan_id: str)

src/pipelines/rollout_executor/stage_session.py:1397

↓ 1 callersFunction_local_aggregate

( pr_records: List[PRRecordSummary], git: _GitRunner, )

src/services/rollout_diff/generator.py:251

↓ 1 callersFunction_local_per_pr

( pr_records: List[PRRecordSummary], git: _GitRunner, )

src/services/rollout_diff/generator.py:261

↓ 1 callersMethod_locate_image_repository

(self, owner: str, name: str)

src/cli/rollout_executor_cli.py:1975

↓ 1 callersMethod_locate_local_repository

(self, owner: str, name: str)

src/cli/rollout_executor_cli.py:1960

↓ 1 callersMethod_locate_new_log

( self, directories: Sequence[Path], previous: Mapping[Path, set[Path]], )

src/services/sii_agent_client.py:247

↓ 1 callersMethod_log_directories

(self, cwd: Path)

src/services/sii_agent_client.py:215

↓ 1 callersFunction_log_stage_session

Emit human-readable summary for staged sessions.

src/cli/rollout_executor_cli.py:4093

↓ 1 callersFunction_make_config

(tmp_path: Path)

tests/integration/pipelines/rollout_executor/test_planless_stage_execution.py:86

↓ 1 callersFunction_make_config

(tmp_path: Path)

tests/integration/query_constructor/test_template_health.py:22

↓ 1 callersFunction_make_config

(tmp_path: Path)

tests/contract/test_rollout_artifact_schema.py:18

↓ 1 callersFunction_make_config

(tmp_path: Path)

tests/regression/pipelines/rollout_executor/test_stage_preservation.py:57

↓ 1 callersFunction_make_pr_chain

(repository: str)

tests/unit/pipelines/query_constructor/test_persistence.py:76

↓ 1 callersFunction_make_record

(index: int)

tests/performance/test_pr_combiner_performance.py:12

↓ 1 callersFunction_make_run

(config: RolloutExecutionConfig)

tests/contract/test_rollout_artifact_schema.py:46

↓ 1 callersFunction_make_stage_entry

(pr_number: str)

tests/integration/pipelines/query_constructor/test_persistence_repo_scoped.py:16

↓ 1 callersFunction_make_stage_entry

(pr_number: str)

tests/unit/pipelines/query_constructor/test_persistence.py:40

↓ 1 callersFunction_make_stage_execution

(run: AgentRun, config: RolloutExecutionConfig)

tests/contract/test_rollout_artifact_schema.py:79

↓ 1 callersFunction_make_stage_spec

(plan_id: str = "plan-123")

tests/integration/rollout_executor/test_mini_scaffold.py:76

↓ 1 callersFunction_make_template

()

tests/integration/pipelines/rollout_executor/test_planless_stage_execution.py:73

↓ 1 callersFunction_make_template

()

tests/integration/query_constructor/test_template_health.py:64

↓ 1 callersFunction_make_template

(repository: str)

tests/regression/pipelines/rollout_executor/test_stage_preservation.py:84

↓ 1 callersFunction_mask_example_references

Replace numeric references inside example comments with a mask.

src/pipelines/pr_combiner/content_reference_parser.py:13

↓ 1 callersFunction_match_stage

Return index of first user message containing test_query.

src/services/rollout_cleanup.py:54

↓ 1 callersFunction_merge_reference_evidence

(detail: PRDetails, edges: Iterable[RawDataRelationship])

src/pipelines/pr_combiner/timeline_strategy.py:54

↓ 1 callersMethod_mirror_run_log

( self, *, session_id: str | None, query: QueryArtifact, workspace_dir

src/pipelines/rollout_executor/executor.py:897

↓ 1 callersFunction_mtime

(path: Path)

src/pipelines/rollout_executor/scaling_success/retention.py:14

↓ 1 callersFunction_normalise_backend

(value: str)

src/cli/diff_generator.py:74

↓ 1 callersFunction_normalise_mode

(value: str)

src/cli/diff_generator.py:66

↓ 1 callersFunction_normalise_pr_count

Convert the ``pr_count`` field to an integer for sorting.

src/data_processing/star_dataset.py:106

↓ 1 callersFunction_normalise_repo_id

(raw_value: Any)

src/data_processing/enhanced_repo_rollup.py:151

↓ 1 callersMethod_normalize_auth_type

(value: str | None)

src/services/sii_agent_client.py:235

↓ 1 callersMethod_normalize_dependencies

(self, stage_id: str, dependencies: Sequence[str] | None)

src/pipelines/rollout_executor/stage_config.py:140

↓ 1 callersFunction_normalize_messages

(raw_messages: Any)

src/pipelines/data_process/openai_chat_json_to_parquet.py:237

↓ 1 callersMethod_normalize_path

(self, raw_path: str | Path | None, *, now: datetime | None)

src/utils/trajectory_paths.py:36

↓ 1 callersFunction_normalize_provenance_entry

(entry: Mapping[str, Any] | object)

src/pipelines/pr_combiner/output_writer.py:113

↓ 1 callersFunction_normalize_relationship_payload

(relationship: dict)

src/pipelines/pr_combiner/output_writer.py:86

↓ 1 callersMethod_normalize_response_format

Normalize response_format to the structure expected by LiteLLM/OpenAI.

src/services/mini_swe_runner.py:461

↓ 1 callersFunction_normalize_sanitized_value

Normalize strings to filesystem-safe tokens under the modern contract.

src/pipelines/query_constructor/persistence.py:62

← previous next →601–700 of 2,118, ranked by callers