AI Slop Code RIsk Monitor

meltano/meltano

Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.

13.5 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for meltano/meltano, a Python project with 2,653 GitHub stars. SynthScan examined 166,193 lines of code across 655 source files, recording 1572 pattern matches distributed across 21 syntactic categories. The legacy adjusted pattern signal is 13.5 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

13.5
Adjusted Signal
13.5
Raw Pattern Score
100%
Time Factor
2026-10-10
Last Push
2.7K
Stars
Python
Language
166.2K
Lines of Code
655
Files
1.6K
Pattern Hits
2026-10-12
Scan Date
0.19
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 37.3/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 1018 finding(s).

Hallucinated Dependency & Supply Chain Risk 13.6/100 · LOW

Are imports declared and package/API names verified? 429 finding(s).

Agent Over-Engineering Ratio 25.6/100 · MEDIUM

Are wrappers, guards, and repeated structures necessary? 904 finding(s).

PR Review Velocity Impact 51.2/100 · HIGH

Which changes need focused human review? 1572 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 3HIGH 119MEDIUM 97LOW 1353

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1572 distinct pattern matches across 21 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers772 hits · 762 pts
SeverityFileLineSnippetContext
LOWnoxfile.py135def pytest_lowest_requirements(session: nox.Session) -> None:CODE
LOWtests/benchmarks/test_state_backend_benchmarks.py62 def test_local_filesystem_update_complete_state(CODE
LOWtests/benchmarks/test_state_backend_benchmarks.py84 def test_local_filesystem_update_partial_state(CODE
LOWtests/meltano/core/test_project_settings_service.py70 def test_get_with_source_config_override(self, subject) -> None:CODE
LOWtests/meltano/core/test_project_settings_service.py83 def test_experimental_off_by_default(self, subject) -> None:CODE
LOWtests/meltano/core/test_project_settings_service.py92 def test_feature_flag_allowed(self, subject) -> None:CODE
LOWtests/meltano/core/test_project_settings_service.py104 def test_feature_flag_disallowed(self, subject) -> None:CODE
LOWtests/meltano/core/test_project_settings_service.py118 def test_strict_env_var_mode_on_raises_error(self, subject) -> None:CODE
LOWtests/meltano/core/test_project_settings_service.py133 def test_strict_env_var_mode_off_no_raise_error(self, subject) -> None:CODE
LOWtests/meltano/core/test_project_settings_service.py144 def test_warn_if_default_setting_is_used(self, subject, monkeypatch) -> None:CODE
LOWtests/meltano/core/test_project_settings_service.py188 def test_meltano_settings_with_active_environment(CODE
LOWtests/meltano/core/test_project_settings_service.py203 def test_fully_missing_env_var_setting_is_none(CODE
LOWtests/meltano/core/test_project_settings_service.py216 def test_env_var_settings_expanded_before_cast(CODE
LOWtests/meltano/core/test_project_plugins_service.py102 def test_get_parent_from_lockfile(CODE
LOWtests/meltano/core/test_project_plugins_service.py121 def test_get_parent_no_source_enabled(CODE
LOWtests/meltano/core/test_project_plugins_service.py132 def test_get_parent_no_lockfiles(CODE
LOWtests/meltano/core/test_project_plugins_service.py205 def test_update_plugin_not_found(self, project: Project) -> None:CODE
LOWtests/meltano/core/test_project_plugins_service.py214 def test_find_plugins_by_mapping_name(self, project: Project, mapper) -> None:CODE
LOWtests/meltano/core/test_plugin_install_service.py174 def test_default_init_should_not_fail(self, subject) -> None:CODE
LOWtests/meltano/core/test_plugin_install_service.py226 def test_get_quoted_pip_install_args(self, project) -> None:CODE
LOWtests/meltano/core/test_plugin_install_service.py324 def test_plugin_installation_env(CODE
LOWtests/meltano/core/test_plugin_install_service.py347 async def test_auto_install_mapper_by_mapping(CODE
LOWtests/meltano/core/test_plugin_install_service.py397 def test_install_status_update_error_logs_documentation(CODE
LOWtests/meltano/core/test_plugin_install_service.py418 def test_install_status_update_error_when_docs_is_none(CODE
LOWtests/meltano/core/test_utils.py137def test_split_path_without_unescaping() -> None:CODE
LOWtests/meltano/core/test_utils.py168def test_nest_object_escaped_dot() -> None:CODE
LOWtests/meltano/core/test_utils.py181def test_set_and_pop_at_path_escaped_dot() -> None:CODE
LOWtests/meltano/core/test_utils.py335def test_expand_env_vars_nested() -> None:CODE
LOW⚡tests/meltano/core/test_utils.py413def test_expand_env_vars_array_nested(input_array, env, expected_output) -> None:CODE
LOW⚡tests/meltano/core/test_utils.py417def test_expand_env_vars_empty() -> None:CODE
LOW⚡tests/meltano/core/test_utils.py423def test_expand_env_vars_flat() -> None:CODE
LOWtests/meltano/core/test_state_strategy.py11 def test_state_strategy_from_cli_args(self):CODE
LOWtests/meltano/core/test_plugin_lock_service.py90 def test_get_standalone_data_without_lockfile(CODE
LOWtests/meltano/core/test_plugin_lock_service.py123 def test_get_standalone_data_with_lockfile(CODE
LOWtests/meltano/core/test_plugin_lock_service.py239 def test_compares_the_lock_file_with_the_served_definition(CODE
LOWtests/meltano/core/test_plugin_lock_service.py252 def test_logged_out_user_is_not_checked(CODE
LOWtests/meltano/core/test_plugin_lock_service.py264 def test_own_hub_is_not_checked(CODE
LOWtests/meltano/core/test_plugin_lock_service.py277 def test_custom_and_inherited_plugins_are_not_checked(CODE
LOWtests/meltano/core/test_plugin_lock_service.py295 def test_login_is_looked_up_once(CODE
LOWtests/meltano/core/test_plugin_lock_service.py331 def test_plugin_the_hub_cannot_serve_is_not_checked(CODE
LOWtests/meltano/core/test_setting_definition.py115 def test_cast_value_decimal_non_string(self) -> None:CODE
LOWtests/meltano/core/test_setting_definition.py125 def test_from_key_value_decimal_inference(self) -> None:CODE
LOWtests/meltano/core/test_setting_definition.py137 def test_stringify_value_decimal(self) -> None:CODE
LOWtests/meltano/core/test_setting_definition.py160 def test_stringify_complex_object(self) -> None:CODE
LOWtests/meltano/core/test_setting_definition.py222 def test_post_process_parse_date(CODE
LOWtests/meltano/core/test_migration_service.py90 def test_upgrade_without_lock(self, engine: Engine, tmp_path: Path) -> None:STRING
LOWtests/meltano/core/test_version_check.py45 def test_should_check_version_environment_variable(CODE
LOWtests/meltano/core/test_version_check.py65 def test_should_check_version_project_setting(self, tmp_path: Path):CODE
LOWtests/meltano/core/test_version_check.py85 def test_is_development_version(self, version_service: VersionCheckService):CODE
LOWtests/meltano/core/test_version_check.py94 def test_fetch_latest_version_success(self, version_service: VersionCheckService):CODE
LOWtests/meltano/core/test_version_check.py137 def test_check_version_outdated(self, version_service: VersionCheckService) -> None:CODE
LOWtests/meltano/core/test_version_check.py161 def test_check_version_fetch_latest_version_failure(CODE
LOWtests/meltano/core/test_version_check.py170 def test_check_version_invalid_version(CODE
LOWtests/meltano/core/test_version_check.py192 def test_check_version_up_to_date(CODE
LOWtests/meltano/core/test_version_check.py217 def test_check_version_disabled(CODE
LOWtests/meltano/core/test_version_check.py228 def test_check_version_development(CODE
LOWtests/meltano/core/test_version_check.py281 def test_format_update_message(CODE
LOWtests/meltano/core/test_version_check.py292 def test_check_version_uses_cache(CODE
LOWtests/meltano/core/test_project_add_service.py31 def test_missing_plugin_exception(self, subject, hub_request_counter) -> None:CODE
LOWtests/meltano/core/test_project_add_service.py183 def test_add_name_contains_state_id_component_delimiter(CODE
712 more matches not shown…
Docstring Block Structure93 hits · 465 pts
SeverityFileLineSnippetContext
HIGHsrc/meltano/core/task_sets.py151Create a TaskSets from a yaml string. The resulting object is validated against the `TASKS_JSON_SCHEMA`. Args:STRING
HIGHsrc/meltano/core/db.py69Create and register a SQLAlchemy engine for a Meltano project instance. Args: project: The Meltano project STRING
HIGHsrc/meltano/core/db.py131Connect to the database. Args: engine: The DB engine with which the check will be performed. max_reSTRING
HIGHsrc/meltano/core/settings_service.py604Find a setting by name. Args: name:the name or alias of the setting to return Returns: STRING
HIGHsrc/meltano/core/settings_service.py662Gate code paths based on feature flags. Args: feature: the feature flag to check raise_STRING
HIGHsrc/meltano/core/settings_store.py382Get value by name from the .env file. Args: name: Unused. Included to match parent class method sigSTRING
HIGHsrc/meltano/core/settings_store.py492Set value by name in the .env file. Args: name: Unused. Included to match parent class method signaSTRING
HIGHsrc/meltano/core/settings_store.py536Unset value by SettingDefinition in the .env file. Args: name: Unused. Included to match parent claSTRING
HIGHsrc/meltano/core/settings_store.py640Get value by name from the system database. Args: name: Setting name. setting_def: SettSTRING
HIGHsrc/meltano/core/settings_store.py1077Get a Setting value by name and SettingDefinition. Args: name: Setting name. setting_deSTRING
HIGHsrc/meltano/core/settings_store.py1372Set a Setting by name, path and (optionally) SettingDefinition. Args: name: Setting name. STRING
HIGHsrc/meltano/core/settings_store.py1407Unset value, by name, path and `SettingDefinition`, in all stores. Args: name: Setting name. STRING
HIGHsrc/meltano/core/project_init_service.py48Initialise Meltano Project. Args: activate: Activate newly created project force: WhethSTRING
HIGHsrc/meltano/core/schedule_service.py130Add a schedule to the project. Args: schedule: The schedule to add. Returns: TSTRING
HIGHsrc/meltano/core/schedule_service.py159Remove a schedule. Args: name: The name of the schedule. Returns: The name of STRING
HIGHsrc/meltano/core/schedule_service.py198Search for a Schedule that runs for a certain plugin namespace. Example: `tap_carbon` would yield tSTRING
HIGHsrc/meltano/core/schedule_service.py237Find a schedule by name. Args: name: the name of the schedule to find Returns: STRING
HIGHsrc/meltano/core/plugin_invoker.py359Find a Command by name. Args: name: Command name. Returns: Command instance. STRING
HIGHsrc/meltano/core/plugin_invoker.py472Invoke a command. Args: args: Positional arguments. require_preparation: Whether to faiSTRING
HIGHsrc/meltano/core/plugin_invoker.py547Invoke a containerized command. Args: plugin_command: Plugin command name. args: CommanSTRING
HIGHsrc/meltano/core/plugin_invoker.py579Dump a plugin file by ID. Args: file_id: Dump this file identifier. Returns: FSTRING
HIGHsrc/meltano/core/venv_service.py233Run an executable asynchronously in a subprocess. Args: args: Positional arguments for `asyncio.create_subpSTRING
HIGHsrc/meltano/core/plugin_lock_service.py114Save the plugin lockfile. Args: definition: The plugin definition to save. variant_nameSTRING
HIGHsrc/meltano/core/project_plugins_service.py149Add plugin to `meltano.yml`. This method handles adding plugins to the project configuration with the fSTRING
HIGHsrc/meltano/core/project_plugins_service.py269Find a plugin. Args: plugin_name: The name of the plugin to find. plugin_type: OptionalSTRING
HIGHsrc/meltano/core/project_plugins_service.py325Find a plugin based on its PluginType and namespace. For example, PluginType.EXTRACTORS and namespace tap_custoSTRING
HIGHsrc/meltano/core/project_plugins_service.py350Find plugins with the specified mapping name in their mappings config. Args: mapping_name: The nameSTRING
HIGHsrc/meltano/core/project_plugins_service.py376Get a plugin using its PluginRef. Args: plugin_ref: The plugin reference to use. ensureSTRING
HIGHsrc/meltano/core/project_plugins_service.py464Update a plugin. Args: plugin: The plugin to update. keep_config: Whether to keep the pSTRING
HIGHsrc/meltano/core/project_plugins_service.py524Find the parent plugin of a plugin. Args: plugin: The plugin to find the parent of. ReturnSTRING
HIGHsrc/meltano/core/task_sets_service.py69Remove a TaskSet from the project. Args: name: The name of the TaskSet to remove. Returns:STRING
HIGHsrc/meltano/core/task_sets_service.py106Get a TaskSet by name. Args: name: The name of the TaskSet. Returns: The TaskSSTRING
HIGHsrc/meltano/core/environment_service.py50Add an Environment object to `meltano.yml`. Args: environment: An environment to add. RetuSTRING
HIGHsrc/meltano/core/environment_service.py81Remove an Environment by name. Args: name: Name of the Environment that should be removed. STRING
HIGHsrc/meltano/core/locked_definition_service.py41Find a locked plugin definition. Args: plugin_type: The plugin type. plugin_name: The pSTRING
HIGHsrc/meltano/core/setting_definition.py443Parse a JSON string. Parsing is attempted first with `json.loads`, and then with `ast.literal_eval` as STRING
HIGHsrc/meltano/core/setting_definition.py487Cast given value. Args: value: Value to cast. Returns: Value cast according toSTRING
HIGHsrc/meltano/core/environment.py198Lookup an environment by name from an iterable. Args: objects: Iterable of objects to search. STRING
HIGHsrc/meltano/core/schedule.py287Return the last successful run for this schedule. Args: session: The database session. RetSTRING
HIGHsrc/meltano/core/elt_context.py160Get invoker for given plugin type. Args: plugin_type: Plugin type to get invoker for. RetuSTRING
HIGHsrc/meltano/core/elt_context.py444Create context object for a plugin. Args: plugin_ref: Plugin reference object. env: EnvSTRING
HIGHsrc/meltano/core/project_files.py141Validate that a glob match is a real file within the project root. This is the single point where paths derivedSTRING
HIGHsrc/meltano/core/project_files.py172Return a list of paths from a list of glob pattern strings. Not including `meltano.yml` (even if it is matched STRING
HIGHsrc/meltano/core/state_service.py103If Job is passed, return it. If state_id is passed, create new and return. Args: job: either an exiSTRING
HIGHsrc/meltano/core/project.py266Find a Project. Args: project_root: The path to the root directory of the project. If not STRING
HIGHsrc/meltano/core/behavior/hookable.py69Trigger all registered before and after functions for a given hook. Yields to the caller in between triggers. STRING
HIGHsrc/meltano/core/behavior/canonical.py256Return the value of the given attribute. Args: attr: Attribute to return. Returns: STRING
HIGHsrc/meltano/core/manifest/contexts.py85Establish a context within which a plugin can be run. All relevant env vars for the specified plugin will be set inSTRING
HIGHsrc/meltano/core/manifest/contexts.py118Establish a context within which a schedule can be run. All relevant env vars for the specified schedule will be seSTRING
HIGHsrc/meltano/core/manifest/contexts.py146Establish a context within which a job can be run. All relevant env vars for the specified job will be set in the pSTRING
HIGHsrc/meltano/core/manifest/jsonschema.py85Resolve a local jsonschema ref into a schema. Args: ref: The jsonschema reference to resolve. STRING
HIGHsrc/meltano/core/plugin/command.py73Replace any env var arguments with their values. Args: name: Command name. env: MappingSTRING
HIGHsrc/meltano/core/plugin/base.py149Get the plugin type from a CLI argument. Args: value: The CLI argument. Returns: STRING
HIGHsrc/meltano/core/plugin/base.py408Get the variant with the given name. Args: variant_name: The name of the variant. Returns:STRING
HIGHsrc/meltano/core/plugin/singer/catalog.py282Extract the property name from a materialized path. As we traverse the catalog tree, we build a materialized path STRING
HIGHsrc/meltano/core/plugin/singer/catalog.py357Combine two selection types. Args: other: Another selection type. Returns: TheSTRING
HIGHsrc/meltano/core/plugin/singer/tap.py251Look up state, cleaning up and refreshing as needed. Args: plugin_invoker: the plugin invoker runniSTRING
HIGHsrc/meltano/core/plugin/singer/tap.py361Get the user-provided or discovered catalog file. Args: plugin_invoker: The invocation handler of tSTRING
HIGHsrc/meltano/core/plugin/singer/tap.py536Apply Singer catalog and schema rules to discovered catalog. Args: plugin_invoker: the plugin invokSTRING
HIGHsrc/meltano/core/utils/__init__.py149Create a composition of unary functions. Args: fs: Unary functions to compose. Examples: ```pySTRING
33 more matches not shown…
Unused Imports353 hits · 347 pts
SeverityFileLineSnippetContext
LOWnoxfile.py16CODE
LOW…v-precedence/env-var-in-pip-url-example-124/example.py3CODE
LOW…ration/example-library/meltano-run-merge-states/tap.py5CODE
LOWtests/conftest.py1CODE
LOWtests/test_meta.py1CODE
LOWtests/asserts.py1CODE
LOWtests/benchmarks/test_tap_benchmarks.py10CODE
LOWtests/benchmarks/test_state_backend_benchmarks.py10CODE
LOWtests/meltano/core/test_task_sets_service.py1CODE
LOWtests/meltano/core/test_project_settings_service.py1CODE
LOWtests/meltano/core/test_project_plugins_service.py1CODE
LOWtests/meltano/core/test_meltano_invoker.py1CODE
LOWtests/meltano/core/test_db_compat.py1CODE
LOWtests/meltano/core/test_plugin_install_service.py1CODE
LOWtests/meltano/core/test_utils.py1CODE
LOWtests/meltano/core/test_locked_definition_service.py1CODE
LOWtests/meltano/core/test_state_strategy.py1CODE
LOWtests/meltano/core/test_validation_service.py1CODE
LOWtests/meltano/core/test_plugin_lock_service.py1CODE
LOWtests/meltano/core/test_sqlalchemy.py1CODE
LOWtests/meltano/core/test_project_dirs_service.py1CODE
LOWtests/meltano/core/test_setting_definition.py1CODE
LOWtests/meltano/core/test_migration_service.py1CODE
LOWtests/meltano/core/test_version_check.py3CODE
LOWtests/meltano/core/test_db_connection.py1CODE
LOWtests/meltano/core/test_elt_context.py1CODE
LOWtests/meltano/core/test_project_add_service.py1CODE
LOWtests/meltano/core/test_schedule_service.py1CODE
LOWtests/meltano/core/test_settings_store.py1CODE
LOWtests/meltano/core/test_environment_variables.py1CODE
LOWtests/meltano/core/test_plugin_remove_service.py1CODE
LOWtests/meltano/core/test_venv_service.py1CODE
LOWtests/meltano/core/test_yaml_with_user_config.py3CODE
LOWtests/meltano/core/test_plugin_invoker.py1CODE
LOWtests/meltano/core/test_yaml.py1CODE
LOWtests/meltano/core/test_task_sets.py1CODE
LOWtests/meltano/core/test_state_service.py1CODE
LOWtests/meltano/core/test_project.py1CODE
LOWtests/meltano/core/test_user_config.py3CODE
LOWtests/meltano/core/test_project_files.py1CODE
LOWtests/meltano/core/test_select_service.py1CODE
LOWtests/meltano/core/test_project_init_service.py1CODE
LOWtests/meltano/core/test_plugin_test_service.py1CODE
LOWtests/meltano/core/test_environment_service.py1CODE
LOWtests/meltano/core/test_meltano_file.py1CODE
LOWtests/meltano/core/behavior/test_hookable.py1CODE
LOWtests/meltano/core/behavior/test_addon.py1CODE
LOWtests/meltano/core/runner/test_runner.py1CODE
LOWtests/meltano/core/plugin/test_airflow.py1CODE
LOWtests/meltano/core/plugin/test_command.py1CODE
LOWtests/meltano/core/plugin/test_plugin.py1CODE
LOWtests/meltano/core/plugin/test_log_parser.py3CODE
LOWtests/meltano/core/plugin/test_plugin_compatibility.py3CODE
LOWtests/meltano/core/plugin/test_superset.py1CODE
LOWtests/meltano/core/plugin/test_plugin_settings.py1CODE
LOWtests/meltano/core/plugin/test_plugin_config_service.py1CODE
LOWtests/meltano/core/plugin/singer/test_catalog.py1CODE
LOWtests/meltano/core/plugin/singer/test_target.py1CODE
LOWtests/meltano/core/plugin/singer/test_mapper.py1CODE
LOWtests/meltano/core/plugin/singer/test_tap.py1CODE
293 more matches not shown…
Self-Referential Comments81 hits · 220 pts
SeverityFileLineSnippetContext
MEDIUM…tano-manifest/expected-manifests/meltano-manifest.json1812 "default_yaml_template": "# This file is auto-generated by running `meltano run tap-snowflake-metrics target-yCODE
MEDIUM…tano-manifest/expected-manifests/meltano-manifest.json1821 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metCODE
MEDIUM…tano-manifest/expected-manifests/meltano-manifest.json1832 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metrCODE
MEDIUM…tano-manifest/expected-manifests/meltano-manifest.json1835 "TARGET_YAML_METRICS_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflCODE
MEDIUM⚡…tano-manifest/expected-manifests/meltano-manifest.json1859 "default_yaml_template": "# This file is auto-generated by running `meltano elt tap-snowflake-audit target-yamCODE
MEDIUM⚡…tano-manifest/expected-manifests/meltano-manifest.json1867 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audCODE
MEDIUM⚡…tano-manifest/expected-manifests/meltano-manifest.json1877 "TARGET_YAML_AUDIT_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflakCODE
MEDIUM⚡…tano-manifest/expected-manifests/meltano-manifest.json1887 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audiCODE
MEDIUM…nifest/expected-manifests/meltano-manifest.jigsaw.json1812 "default_yaml_template": "# This file is auto-generated by running `meltano run tap-snowflake-metrics target-yCODE
MEDIUM…nifest/expected-manifests/meltano-manifest.jigsaw.json1821 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metCODE
MEDIUM…nifest/expected-manifests/meltano-manifest.jigsaw.json1832 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metrCODE
MEDIUM…nifest/expected-manifests/meltano-manifest.jigsaw.json1835 "TARGET_YAML_METRICS_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflCODE
MEDIUM⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json1859 "default_yaml_template": "# This file is auto-generated by running `meltano elt tap-snowflake-audit target-yamCODE
MEDIUM⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json1867 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audCODE
MEDIUM⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json1877 "TARGET_YAML_AUDIT_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflakCODE
MEDIUM⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json1887 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audiCODE
MEDIUM…ifest/expected-manifests/meltano-manifest.userdev.json1913 "default_yaml_template": "# This file is auto-generated by running `meltano run tap-snowflake-metrics target-yCODE
MEDIUM…ifest/expected-manifests/meltano-manifest.userdev.json1922 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metCODE
MEDIUM…ifest/expected-manifests/meltano-manifest.userdev.json1933 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metrCODE
MEDIUM…ifest/expected-manifests/meltano-manifest.userdev.json1936 "TARGET_YAML_METRICS_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflCODE
MEDIUM⚡…ifest/expected-manifests/meltano-manifest.userdev.json1960 "default_yaml_template": "# This file is auto-generated by running `meltano elt tap-snowflake-audit target-yamCODE
MEDIUM⚡…ifest/expected-manifests/meltano-manifest.userdev.json1968 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audCODE
MEDIUM⚡…ifest/expected-manifests/meltano-manifest.userdev.json1978 "TARGET_YAML_AUDIT_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflakCODE
MEDIUM⚡…ifest/expected-manifests/meltano-manifest.userdev.json1988 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audiCODE
MEDIUM…manifest/expected-manifests/meltano-manifest.prod.json1906 "default_yaml_template": "# This file is auto-generated by running `meltano run tap-snowflake-metrics target-yCODE
MEDIUM…manifest/expected-manifests/meltano-manifest.prod.json1915 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metCODE
MEDIUM…manifest/expected-manifests/meltano-manifest.prod.json1926 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metrCODE
MEDIUM…manifest/expected-manifests/meltano-manifest.prod.json1929 "TARGET_YAML_METRICS_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflCODE
MEDIUM⚡…manifest/expected-manifests/meltano-manifest.prod.json1953 "default_yaml_template": "# This file is auto-generated by running `meltano elt tap-snowflake-audit target-yamCODE
MEDIUM⚡…manifest/expected-manifests/meltano-manifest.prod.json1961 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audCODE
MEDIUM⚡…manifest/expected-manifests/meltano-manifest.prod.json1971 "TARGET_YAML_AUDIT_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflakCODE
MEDIUM⚡…manifest/expected-manifests/meltano-manifest.prod.json1981 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audiCODE
MEDIUM…manifest/expected-manifests/meltano-manifest.cicd.json1911 "default_yaml_template": "# This file is auto-generated by running `meltano run tap-snowflake-metrics target-yCODE
MEDIUM…manifest/expected-manifests/meltano-manifest.cicd.json1920 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metCODE
MEDIUM…manifest/expected-manifests/meltano-manifest.cicd.json1931 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metrCODE
MEDIUM…manifest/expected-manifests/meltano-manifest.cicd.json1934 "TARGET_YAML_METRICS_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflCODE
MEDIUM⚡…manifest/expected-manifests/meltano-manifest.cicd.json1958 "default_yaml_template": "# This file is auto-generated by running `meltano elt tap-snowflake-audit target-yamCODE
MEDIUM⚡…manifest/expected-manifests/meltano-manifest.cicd.json1966 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audCODE
MEDIUM⚡…manifest/expected-manifests/meltano-manifest.cicd.json1976 "TARGET_YAML_AUDIT_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflakCODE
MEDIUM⚡…manifest/expected-manifests/meltano-manifest.cicd.json1986 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audiCODE
MEDIUM…ifest/expected-manifests/meltano-manifest.staging.json1902 "default_yaml_template": "# This file is auto-generated by running `meltano run tap-snowflake-metrics target-yCODE
MEDIUM…ifest/expected-manifests/meltano-manifest.staging.json1911 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metCODE
MEDIUM…ifest/expected-manifests/meltano-manifest.staging.json1922 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflake-metrCODE
MEDIUM…ifest/expected-manifests/meltano-manifest.staging.json1925 "TARGET_YAML_METRICS_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano run tap-snowflCODE
MEDIUM⚡…ifest/expected-manifests/meltano-manifest.staging.json1949 "default_yaml_template": "# This file is auto-generated by running `meltano elt tap-snowflake-audit target-yamCODE
MEDIUM⚡…ifest/expected-manifests/meltano-manifest.staging.json1957 "MELTANO_LOAD_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audCODE
MEDIUM⚡…ifest/expected-manifests/meltano-manifest.staging.json1967 "TARGET_YAML_AUDIT_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflakCODE
MEDIUM⚡…ifest/expected-manifests/meltano-manifest.staging.json1977 "TARGET_YAML_DEFAULT_YAML_TEMPLATE": "# This file is auto-generated by running `meltano elt tap-snowflake-audiCODE
MEDIUM…n/example-library/meltano-manifest/loaders.meltano.yml30 # This file is auto-generated by running `meltano run tap-snowflake-metrics target-yaml-metrics`COMMENT
MEDIUM…n/example-library/meltano-manifest/loaders.meltano.yml40 # This file is auto-generated by running `meltano elt tap-snowflake-audit target-yaml-audit`COMMENT
MEDIUM⚡tests/meltano/core/plugin/test_plugin_compatibility.py84 # Create a parent plugin with requires_meltanoCOMMENT
MEDIUM⚡tests/meltano/core/plugin/test_plugin_compatibility.py92 # Create a child plugin that inherits from parentCOMMENT
MEDIUM⚡tests/meltano/core/plugin/test_plugin_compatibility.py200 # Create a plugin with requires_meltanoCOMMENT
MEDIUM⚡tests/meltano/core/plugin/test_plugin_compatibility.py209 # Create a mock plugin definition for the lockfileCOMMENT
MEDIUM⚡tests/meltano/core/plugin/test_plugin_compatibility.py262 # Create a parent plugin with requires_meltanoCOMMENT
MEDIUM⚡tests/meltano/core/plugin/test_plugin_compatibility.py270 # Create a child plugin that overrides requires_meltanoCOMMENT
MEDIUMtests/meltano/core/plugin/singer/test_tap.py1239 # Create a config with datetime objects like YAML would parse themCOMMENT
MEDIUM⚡tests/meltano/core/logging/test_parsers.py365 # Create a line that singer-sdk parser can handleCOMMENT
MEDIUM⚡tests/meltano/core/logging/test_parsers.py396 # Create a factory with no default parsersCOMMENT
MEDIUMtests/meltano/core/logging/test_parsers.py201 # Create a scenario that could cause TypeErrorCOMMENT
21 more matches not shown…
Cross-File Repetition20 hits · 100 pts
SeverityFileLineSnippetContext
HIGHsrc/meltano/core/settings_service.py0namespace for setting value records in system database.STRING
HIGHsrc/meltano/core/project_settings_service.py0namespace for setting value records in system database.STRING
HIGHsrc/meltano/core/plugin/settings_service.py0namespace for setting value records in system database.STRING
HIGHsrc/meltano/core/plugin/file.py0return whether the plugin is invokable. returns: whether the plugin is invokable.STRING
HIGHsrc/meltano/core/plugin/base.py0return whether the plugin is invokable. returns: whether the plugin is invokable.STRING
HIGHsrc/meltano/core/plugin/dbt/base.py0return whether the plugin is invokable. returns: whether the plugin is invokable.STRING
HIGHsrc/meltano/core/state_store/db.py0delete state for the given state_id. args: state_id: the state_id to clear state forSTRING
HIGHsrc/meltano/core/state_store/filesystem.py0delete state for the given state_id. args: state_id: the state_id to clear state forSTRING
HIGHsrc/meltano/core/state_store/base.py0delete state for the given state_id. args: state_id: the state_id to clear state forSTRING
HIGHsrc/meltano/core/state_store/filesystem.py0check if err is equivalent to file not being found. args: err: the err to check returns: true if error represents file nSTRING
HIGHsrc/meltano/core/state_store/s3/backend.py0check if err is equivalent to file not being found. args: err: the err to check returns: true if error represents file nSTRING
HIGHsrc/meltano/core/state_store/azure/backend.py0check if err is equivalent to file not being found. args: err: the err to check returns: true if error represents file nSTRING
HIGHsrc/meltano/core/state_store/google/backend.py0check if err is equivalent to file not being found. args: err: the err to check returns: true if error represents file nSTRING
HIGHsrc/meltano/core/state_store/filesystem.py0list all files in the backend. args: with_prefix: whether to include the prefix in the lookup. yields: the next file in STRING
HIGHsrc/meltano/core/state_store/azure/backend.py0list all files in the backend. args: with_prefix: whether to include the prefix in the lookup. yields: the next file in STRING
HIGHsrc/meltano/core/state_store/google/backend.py0list all files in the backend. args: with_prefix: whether to include the prefix in the lookup. yields: the next file in STRING
HIGHsrc/meltano/core/state_store/filesystem.py0copy a file from one path to another. args: src: the source path dst: the destination pathSTRING
HIGHsrc/meltano/core/state_store/azure/backend.py0copy a file from one path to another. args: src: the source path dst: the destination pathSTRING
HIGHsrc/meltano/core/state_store/google/backend.py0copy a file from one path to another. args: src: the source path dst: the destination pathSTRING
HIGHsrc/meltano/core/state_store/s3/backend.py0copy a file from one path to another. args: src: the source path dst: the destination pathSTRING
Fake / Example Data68 hits · 82 pts
SeverityFileLineSnippetContext
LOW…tano-manifest/expected-manifests/meltano-manifest.json821 "placeholder": "Ex. client_secrets.json"CODE
LOW⚡…tano-manifest/expected-manifests/meltano-manifest.json846 "placeholder": "Ex. $MELTANO_PROJECT_ROOT/client_secrets.json",CODE
LOW…tano-manifest/expected-manifests/meltano-manifest.json882 "placeholder": "Ex. my_report_definition.json"CODE
LOW…tano-manifest/expected-manifests/meltano-manifest.json907 "placeholder": "Ex. 198343027",CODE
LOW⚡…tano-manifest/expected-manifests/meltano-manifest.json1012 "placeholder": "Ex. my-organization",CODE
LOW⚡…tano-manifest/expected-manifests/meltano-manifest.json1020 "placeholder": "Ex. *****************",CODE
LOW⚡…tano-manifest/expected-manifests/meltano-manifest.json1028 "placeholder": "Ex. my-organization/project-1",CODE
LOW…tano-manifest/expected-manifests/meltano-manifest.json1425 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…tano-manifest/expected-manifests/meltano-manifest.json1956 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…tano-manifest/expected-manifests/meltano-manifest.json2343 "args": "users create --username admin --firstname FIRST_NAME --lastname LAST_NAME --role Admin --email admiCODE
LOW…nifest/expected-manifests/meltano-manifest.jigsaw.json830 "placeholder": "Ex. client_secrets.json"CODE
LOW⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json855 "placeholder": "Ex. $MELTANO_PROJECT_ROOT/client_secrets.json",CODE
LOW…nifest/expected-manifests/meltano-manifest.jigsaw.json891 "placeholder": "Ex. my_report_definition.json"CODE
LOW…nifest/expected-manifests/meltano-manifest.jigsaw.json916 "placeholder": "Ex. 198343027",CODE
LOW⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json1021 "placeholder": "Ex. my-organization",CODE
LOW⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json1029 "placeholder": "Ex. *****************",CODE
LOW⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json1037 "placeholder": "Ex. my-organization/project-1",CODE
LOW…nifest/expected-manifests/meltano-manifest.jigsaw.json1434 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…nifest/expected-manifests/meltano-manifest.jigsaw.json1969 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…nifest/expected-manifests/meltano-manifest.jigsaw.json2356 "args": "users create --username admin --firstname FIRST_NAME --lastname LAST_NAME --role Admin --email admiCODE
LOW…ifest/expected-manifests/meltano-manifest.userdev.json836 "placeholder": "Ex. client_secrets.json"CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.userdev.json861 "placeholder": "Ex. $MELTANO_PROJECT_ROOT/client_secrets.json",CODE
LOW…ifest/expected-manifests/meltano-manifest.userdev.json897 "placeholder": "Ex. my_report_definition.json"CODE
LOW…ifest/expected-manifests/meltano-manifest.userdev.json922 "placeholder": "Ex. 198343027",CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.userdev.json1033 "placeholder": "Ex. my-organization",CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.userdev.json1041 "placeholder": "Ex. *****************",CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.userdev.json1049 "placeholder": "Ex. my-organization/project-1",CODE
LOW…ifest/expected-manifests/meltano-manifest.userdev.json1466 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…ifest/expected-manifests/meltano-manifest.userdev.json2074 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…ifest/expected-manifests/meltano-manifest.userdev.json2477 "args": "users create --username admin --firstname FIRST_NAME --lastname LAST_NAME --role Admin --email admiCODE
LOW…manifest/expected-manifests/meltano-manifest.prod.json829 "placeholder": "Ex. client_secrets.json"CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.prod.json854 "placeholder": "Ex. $MELTANO_PROJECT_ROOT/client_secrets.json",CODE
LOW…manifest/expected-manifests/meltano-manifest.prod.json890 "placeholder": "Ex. my_report_definition.json"CODE
LOW…manifest/expected-manifests/meltano-manifest.prod.json915 "placeholder": "Ex. 198343027",CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.prod.json1026 "placeholder": "Ex. my-organization",CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.prod.json1034 "placeholder": "Ex. *****************",CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.prod.json1042 "placeholder": "Ex. my-organization/project-1",CODE
LOW…manifest/expected-manifests/meltano-manifest.prod.json1459 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…manifest/expected-manifests/meltano-manifest.prod.json2063 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…manifest/expected-manifests/meltano-manifest.prod.json2466 "args": "users create --username admin --firstname FIRST_NAME --lastname LAST_NAME --role Admin --email admiCODE
LOW…manifest/expected-manifests/meltano-manifest.cicd.json835 "placeholder": "Ex. client_secrets.json"CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.cicd.json860 "placeholder": "Ex. $MELTANO_PROJECT_ROOT/client_secrets.json",CODE
LOW…manifest/expected-manifests/meltano-manifest.cicd.json896 "placeholder": "Ex. my_report_definition.json"CODE
LOW…manifest/expected-manifests/meltano-manifest.cicd.json921 "placeholder": "Ex. 198343027",CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.cicd.json1030 "placeholder": "Ex. my-organization",CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.cicd.json1038 "placeholder": "Ex. *****************",CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.cicd.json1046 "placeholder": "Ex. my-organization/project-1",CODE
LOW…manifest/expected-manifests/meltano-manifest.cicd.json1464 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…manifest/expected-manifests/meltano-manifest.cicd.json2072 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…manifest/expected-manifests/meltano-manifest.cicd.json2459 "args": "users create --username admin --firstname FIRST_NAME --lastname LAST_NAME --role Admin --email admiCODE
LOW…ifest/expected-manifests/meltano-manifest.staging.json825 "placeholder": "Ex. client_secrets.json"CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.staging.json850 "placeholder": "Ex. $MELTANO_PROJECT_ROOT/client_secrets.json",CODE
LOW…ifest/expected-manifests/meltano-manifest.staging.json886 "placeholder": "Ex. my_report_definition.json"CODE
LOW…ifest/expected-manifests/meltano-manifest.staging.json911 "placeholder": "Ex. 198343027",CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.staging.json1022 "placeholder": "Ex. my-organization",CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.staging.json1030 "placeholder": "Ex. *****************",CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.staging.json1038 "placeholder": "Ex. my-organization/project-1",CODE
LOW…ifest/expected-manifests/meltano-manifest.staging.json1455 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…ifest/expected-manifests/meltano-manifest.staging.json2059 "placeholder": "E.g. rtXXXXX.eu-central-1"CODE
LOW…ifest/expected-manifests/meltano-manifest.staging.json2462 "args": "users create --username admin --firstname FIRST_NAME --lastname LAST_NAME --role Admin --email admiCODE
8 more matches not shown…
Excessive Try-Catch Wrapping74 hits · 77 pts
SeverityFileLineSnippetContext
LOW⚡tests/meltano/core/state_store/test_filesystem.py518 except Exception as e: # noqa: BLE001CODE
LOW⚡tests/meltano/core/state_store/test_filesystem.py529 except Exception as e: # noqa: BLE001CODE
LOWtests/meltano/core/state_store/test_filesystem.py431 except Exception as e: # noqa: BLE001CODE
LOWtests/meltano/core/state_store/test_filesystem.py451 except Exception as e: # noqa: BLE001CODE
LOWtests/meltano/core/state_store/test_filesystem.py788 except Exception as e: # noqa: BLE001CODE
LOWtests/meltano/core/state_store/test_filesystem.py806 except Exception as e: # noqa: BLE001CODE
LOW⚡tests/meltano/core/tracking/test_exception.py68 except Exception: # noqa: BLE001CODE
LOW⚡tests/meltano/core/tracking/test_exception.py109 except Exception as ex:CODE
LOW⚡tests/meltano/core/tracking/test_exception.py119 except Exception: # noqa: BLE001CODE
LOW⚡tests/meltano/core/tracking/test_exception.py122 except Exception: # noqa: BLE001CODE
MEDIUMtests/meltano/core/tracking/test_exception.py105def _function_to_deepen_traceback() -> None:CODE
LOWsrc/meltano/core/migration_service.py124 except Exception as ex:CODE
LOWsrc/meltano/core/db.py185 except Exception as ex:CODE
LOWsrc/meltano/core/project_init_service.py73 except Exception as ex:CODE
LOWsrc/meltano/core/plugin_lock_service.py312 except Exception:CODE
LOWsrc/meltano/core/user_config.py149 except Exception as err:CODE
LOWsrc/meltano/core/plugin_test_service.py93 except Exception as exc: # noqa: BLE001CODE
LOWsrc/meltano/core/plugin_test_service.py153 except Exception as exc: # noqa: BLE001CODE
LOWsrc/meltano/core/plugin_test_service.py206 except Exception as exc: # noqa: BLE001CODE
LOWsrc/meltano/core/version_check.py123 except Exception:CODE
LOWsrc/meltano/core/version_check.py187 except Exception:CODE
LOWsrc/meltano/core/project_files.py434 except Exception: # pragma: no coverCODE
LOWsrc/meltano/core/state_service.py193 except Exception as err:CODE
LOWsrc/meltano/core/project.py349 except Exception as err: # pragma: no coverCODE
LOWsrc/meltano/core/behavior/hookable.py114 except Exception as err: # noqa: PERF203CODE
LOWsrc/meltano/core/runner/dbt.py41 except Exception as err:CODE
LOWsrc/meltano/core/runner/singer.py66 except Exception as err:CODE
LOWsrc/meltano/core/runner/singer.py77 except Exception as err:CODE
LOWsrc/meltano/core/plugin/singer/tap.py328 except Exception as err: # pragma: no coverCODE
LOWsrc/meltano/core/plugin/singer/tap.py424 except Exception as err:CODE
LOWsrc/meltano/core/plugin/singer/tap.py496 except Exception:CODE
LOWsrc/meltano/core/plugin/singer/tap.py602 except Exception as err:CODE
LOWsrc/meltano/core/plugin/singer/target.py82 except Exception: # noqa: BLE001CODE
LOWsrc/meltano/core/plugin/singer/target.py103 except Exception as e: # pragma: no cover # noqa: BLE001CODE
LOWsrc/meltano/core/container/container_service.py77 except Exception as exc:CODE
LOWsrc/meltano/core/state_store/filesystem.py258 except Exception as e:CODE
LOWsrc/meltano/core/state_store/filesystem.py326 except Exception as e:CODE
LOWsrc/meltano/core/state_store/filesystem.py484 except Exception as e:CODE
LOWsrc/meltano/core/state_store/azure/backend.py122 except Exception as e:CODE
LOWsrc/meltano/core/state_store/google/backend.py156 except Exception as e:CODE
LOWsrc/meltano/core/tracking/tracker.py293 except Exception: # noqa: BLE001CODE
LOWsrc/meltano/core/tracking/tracker.py345 except Exception as err: # noqa: BLE001CODE
LOWsrc/meltano/core/tracking/tracker.py423 except Exception as err: # noqa: BLE001CODE
LOWsrc/meltano/core/tracking/contexts/exception.py105 except Exception: # noqa: BLE001CODE
LOWsrc/meltano/core/tracking/contexts/environment.py118 except Exception: # noqa: BLE001CODE
LOWsrc/meltano/core/logging/parsers.py94 except Exception: # noqa: BLE001CODE
LOWsrc/meltano/core/logging/output_logger.py234 except Exception as err:CODE
LOWsrc/meltano/core/logging/utils.py76 except Exception: # noqa: BLE001CODE
LOWsrc/meltano/core/logging/utils.py80 except Exception: # noqa: BLE001 # pragma: no coverCODE
LOWsrc/meltano/core/block/block_parser.py72 except Exception as err: # noqa: BLE001CODE
LOWsrc/meltano/core/block/singer.py115 except Exception as err:CODE
LOWsrc/meltano/core/block/singer.py331 except Exception as err:CODE
LOWsrc/meltano/cli/run.py210 except Exception as parser_err:CODE
LOWsrc/meltano/cli/run.py250 except Exception as err:CODE
LOWsrc/meltano/cli/run.py323 except Exception as bare_err:CODE
LOWsrc/meltano/cli/config.py796 except Exception:CODE
LOWsrc/meltano/cli/add.py194 except Exception as err:CODE
LOWsrc/meltano/cli/job.py314 except Exception as err:CODE
LOWsrc/meltano/cli/__init__.py133 except Exception as err:STRING
LOWsrc/meltano/cli/hub.py63 except Exception as ex:CODE
14 more matches not shown…
Modern Structural Boilerplate29 hits · 30 pts
SeverityFileLineSnippetContext
LOW⚡tests/meltano/core/test_settings_store.py82 def update_meltano_yml_config(self, config) -> None:CODE
LOW⚡tests/meltano/core/test_settings_store.py85 def update_meltano_environment_config(self, config) -> None:CODE
LOWtests/meltano/core/test_settings_store.py145 def _set_value_store(value, store, name="regular") -> None:CODE
LOWtests/meltano/core/test_settings_store.py584 def set_values() -> None:CODE
LOWtests/meltano/core/plugin/test_plugin_settings.py699 def set_config(path, value) -> None:CODE
LOW⚡src/meltano/core/settings_service.py153 def update_meltano_yml_config(self, config: dict) -> None:CODE
LOWsrc/meltano/core/project_init_service.py131 def set_send_anonymous_usage_stats(self, project: Project) -> None:CODE
LOWsrc/meltano/core/schedule_service.py180 def update_schedule(self, schedule: Schedule) -> None:CODE
LOWsrc/meltano/core/project_plugins_service.py495 def update_environment_plugin(self, plugin: EnvironmentPluginConfig) -> None:CODE
LOWsrc/meltano/core/transform_add_service.py73 def update_dbt_project(self, plugin: ProjectPlugin) -> None:CODE
LOWsrc/meltano/core/upgrade_service.py123 def update_files(self, *, project: Project) -> None:CODE
LOWsrc/meltano/core/elt_context.py430 def set_base_output_logger(self, base_output_logger: OutputLogger) -> None:CODE
LOWsrc/meltano/core/_compat.py12__all__ = [CODE
LOWsrc/meltano/core/config_service.py101 def update_config(self, config: dict[str, t.Any]) -> None:CODE
LOWsrc/meltano/core/project_settings_service.py151 def update_meltano_yml_config(self, config: dict[str, t.Any]) -> None:CODE
LOWsrc/meltano/core/plugin/airflow.py70 def update_config_file(invoker: AirflowInvoker) -> None:CODE
LOW⚡src/meltano/core/plugin/settings_service.py182 def update_meltano_yml_config(self, config: dict) -> None:CODE
LOWsrc/meltano/core/plugin/base.py233 def set_presentation_attrs(self, extras) -> None: # noqa: ANN001CODE
LOWsrc/meltano/core/plugin/singer/catalog.py568 def set_metadata(self, node: Node, path: str, key: str, value: t.Any) -> None: # noqa: ANN401CODE
LOWsrc/meltano/core/plugin/singer/catalog.py676 def set_payload(self, node: Node, path: str, payload: dict) -> None:CODE
LOWsrc/meltano/core/utils/__init__.py596def set_at_path(d: dict, path: str | list[str], value: t.Any) -> None: # noqa: D103 # ruff: ignore[any-type]STRING
LOWsrc/meltano/core/state_store/__init__.py34__all__ = [CODE
LOWsrc/meltano/core/cloud/__init__.py9__all__ = [CODE
LOWsrc/meltano/core/hub/__init__.py7__all__ = ["MeltanoHubService"]CODE
LOWsrc/meltano/core/logging/__init__.py25__all__ = [CODE
LOWsrc/meltano/core/logging/parsers.py18logger = logging.getLogger(__name__) # noqa: TID251CODE
LOWsrc/meltano/core/logging/output_logger.py109 def set_log_parser(self, *, log_parser: str | None) -> None:CODE
LOWsrc/meltano/cli/job.py231def set_cmd(ctx, job_name: str, raw_tasks: str) -> None: # noqa: ANN001CODE
LOWsrc/meltano/cli/lock.py25__all__ = ["lock"]CODE
Hallucination Indicators3 hits · 30 pts
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CRITICALtests/meltano/core/state_store/test_filesystem.py23from azure.core.exceptions import ResourceNotFoundErrorCODE
CRITICALsrc/meltano/core/state_store/azure/backend.py73 from azure.core.exceptions import ResourceNotFoundErrorCODE
CRITICALsrc/meltano/core/block/extract_load.py694 self.stream_buffer_size = self.elb.context.project.settings.get(CODE
Modern AI Meta-Vocabulary12 hits · 29 pts
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MEDIUMCONTRIBUTING.md16[Agentic Coding guide](https://docs.meltano.com/contribute/agentic-coding) forCODE
MEDIUMdocs/docs/guide/plugin-management.md14where your [project](/concepts/project) and pipelines are composed of [plugins](/concepts/plugins) of [different types](CODE
MEDIUMdocs/docs/guide/integration.md378If you're using the `elt` syntax with [`meltano schedule`](/reference/command-line-interface#schedule) to [schedule yourCODE
MEDIUMdocs/docs/reference/glossary.md44## [Orchestration](#orchestration)COMMENT
MEDIUMchangelogs/v1.md2071- [#1433](https://gitlab.com/meltano/meltano/issues/1433) Remove `/orchestrate` route and thus the Airflow iframe as thiCODE
MEDIUMchangelogs/v1.md2111- [#1403](https://gitlab.com/meltano/meltano/issues/1403) Remove "Orchestrate", "Model", and "Notebook" from the main naCODE
MEDIUMchangelogs/v0.md412- [#750](https://gitlab.com/meltano/meltano/issues/750) Various UX updates (mostly tooltips) to make the configuration UCODE
MEDIUMchangelogs/v0.md477- [#715](https://gitlab.com/meltano/meltano/issues/715) Remove reimport of Bulma in `/orchestration` route to fix borkedCODE
MEDIUM⚡.github/pull_request_template.md12If generative AI tooling has been used in the process of authoring this PR, please change below checkbox to `[X]` followCODE
MEDIUM⚡.github/pull_request_template.md12If generative AI tooling has been used in the process of authoring this PR, please change below checkbox to `[X]` followCODE
MEDIUM⚡.github/pull_request_template.md18Generated-by: [Tool Name] following [the agentic coding guidelines](https://github.com/meltano/meltano/blob/main/CONTRIBCODE
MEDIUM⚡.github/pull_request_template.md18Generated-by: [Tool Name] following [the agentic coding guidelines](https://github.com/meltano/meltano/blob/main/CONTRIBCODE
Cross-Language Confusion5 hits · 28 pts
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HIGHtests/meltano/core/test_setting_definition.py27 ('[null, "xyz"]', [None, "xyz"]),CODE
HIGHtests/meltano/core/test_setting_definition.py41 ('{"key": null}', {"key": None}),CODE
HIGHtests/meltano/core/test_setting_definition.py42 ("{'key': null}", ValueError),CODE
HIGHtests/meltano/core/plugin/singer/test_tap.py961 # we'll return trueCOMMENT
HIGHtests/meltano/cloud/test_cloud_credentials.py192 @pytest.mark.parametrize("content", ("{not json", "{}", '{"access_token": null}'))CODE
Deep Nesting27 hits · 26 pts
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LOWtests/conftest.py99CODE
LOWtests/meltano/core/test_user_config.py29CODE
LOWtests/meltano/cli/test_run.py619CODE
LOWtests/meltano/cli/test_add.py93CODE
LOWtests/meltano/cli/test_add.py668CODE
LOWsrc/meltano/core/settings_service.py289CODE
LOWsrc/meltano/core/user_config.py133CODE
LOWsrc/meltano/core/plugin_test_service.py132CODE
LOWsrc/meltano/core/setting_definition.py352CODE
LOWsrc/meltano/core/setting_definition.py532CODE
LOWsrc/meltano/core/project.py194CODE
LOWsrc/meltano/core/behavior/canonical.py324CODE
LOWsrc/meltano/core/manifest/jsonschema.py48CODE
LOWsrc/meltano/core/plugin/base.py389CODE
LOWsrc/meltano/core/plugin/singer/catalog.py628CODE
LOWsrc/meltano/core/plugin/singer/tap.py436CODE
LOWsrc/meltano/cli/run.py264CODE
LOWsrc/meltano/cli/config.py456CODE
LOWsrc/meltano/cli/__init__.py141CODE
LOWsrc/meltano/cli/logs.py73CODE
LOWsrc/meltano/cli/lock.py39CODE
LOWsrc/meltano/cli/invoke.py218CODE
LOWsrc/meltano/cli/schedule.py239CODE
LOWsrc/meltano/cli/elt.py571CODE
LOWsrc/meltano/cli/state.py79CODE
LOWsrc/meltano/cli/state.py135CODE
LOWsrc/meltano/cli/interactive/config.py345CODE
Redundant / Tautological Comments7 hits · 12 pts
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LOWtests/meltano/core/test_select_service.py106 # Check if there are any initial select patterns (should be default "*.*")COMMENT
LOWsrc/meltano/core/plugin_invoker.py504 # Check if the error is about the executable itself or a file it'sCOMMENT
LOWsrc/meltano/core/version_check.py98 # Check if cache is still validCOMMENT
LOWsrc/meltano/core/plugin/singer/base.py168 # Check if structured logging is enabledCOMMENT
LOWsrc/meltano/core/logging/job_logging_service.py193 # Read file in reverse to find line breaksCOMMENT
LOW⚡src/meltano/cli/elt.py690 # Check if there is a default transform for this extractorCOMMENT
LOW⚡src/meltano/cli/elt.py696 # Check if the transform has been added to the projectCOMMENT
Verbosity Indicators6 hits · 9 pts
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LOW⚡…tano-manifest/expected-manifests/meltano-manifest.json842 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json851 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.userdev.json857 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.prod.json850 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.cicd.json856 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.staging.json846 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
Structural Annotation Overuse6 hits · 9 pts
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LOW⚡…tano-manifest/expected-manifests/meltano-manifest.json842 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…nifest/expected-manifests/meltano-manifest.jigsaw.json851 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.userdev.json857 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.prod.json850 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…manifest/expected-manifests/meltano-manifest.cicd.json856 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
LOW⚡…ifest/expected-manifests/meltano-manifest.staging.json846 "description": "#### How to get\n\nFollow the steps below if you don't already have a valid `client_secrets.CODE
AI Structural Patterns7 hits · 7 pts
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LOWtests/meltano/core/test_environment_variables.py21CODE
LOWsrc/meltano/core/setting_definition.py212CODE
LOWsrc/meltano/core/elt_context.py88CODE
LOWsrc/meltano/core/plugin/base.py257CODE
LOWsrc/meltano/core/plugin/base.py742CODE
LOWsrc/meltano/core/plugin/project_plugin.py78CODE
LOWsrc/meltano/core/block/extract_load.py59CODE
Empty Error Handlers1 hit · 5 pts
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HIGHsrc/meltano/core/project.py230except FileExistsError:CODE
AI Slop Vocabulary2 hits · 4 pts
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MEDIUMtests/meltano/cli/test_cli.py485 # Using a subprocess should be robust, but requires the version ofCOMMENT
LOWsrc/meltano/core/logging/job_logging_service.py89 # for writing: just return /dev/nullCOMMENT
Over-Commented Block4 hits · 4 pts
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LOWalembic.ini1# A generic, single database configuration.COMMENT
LOWalembic.ini21# the 'revision' command, regardless of autogenerateCOMMENT
LOW.github/workflows/codeql-analysis.yml61 # Prefix the list here with "+" to use these queries and those in the config file.COMMENT
LOWsrc/meltano/core/manifest/cache.py1"""Store and retrieve Meltano manifests."""COMMENT
Slop Phrases1 hit · 3 pts
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MEDIUMtests/meltano/core/block/test_singer.py198 # if you link the output logger, you can use structlog's capture methodCOMMENT
Dead Code1 hit · 2 pts
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MEDIUMtests/meltano/core/test_plugin_invoker.py275CODE