o qoi1 @sdZddlmZmZmZmZddlmZddlm Z ddlm Z dee j de de d d fd d Zd ee e fde d d fddZddd ddede de deeed d f ddZd S)zProgrammatic checks for the style of a baseline configuration. "Baseline configurations" are configurations for baseline or flagship models. They will be read by a large number of people, so keeping them simple and readable is important. )AnyDictListOptional)config)daglish)history attr_historymax_writes_per_attributepath_strreturnNc Csxdd|D}t}|D] }|j}||jq ddd|D}t||kr:tt|d|d|d|d d S) aStyle check for the max number of writes to an attribute. Checks the max number of writes to an attribute doesn't exceed a certain threshold. Args: attr_history: The list of history entries for a given config attribute. max_writes_per_attribute: Threshold for maximum number of writes to a given config attribute. path_str: A string that would be returned by `daglish.path_str(p)` for some path p. cSsg|] }|jtjjkr|qS)kindr ChangeKind NEW_VALUE).0entryr r Y/home/ubuntu/.local/lib/python3.10/site-packages/fiddle/_src/validation/baseline_style.py /s z3_check_max_writes_per_attribute.., css|]}|VqdS)Nr )rfilenamer r r :sz2_check_max_writes_per_attribute..z value(s) written to z in files: zC. Please limit the number of overrides of this config attribute to z0 to maintain baseline configuration readability.N)setlocationaddrjoinlen ValueError)r r r value_history filenames history_entryr debug_strr r r_check_max_writes_per_attributes" r"sample_paths_by_filemax_config_source_filescCs>t||krddd|D}td|d|ddS)aStyle check for number of files where an attribute is written. Checks the max number of files where an attribute is written, doesn't exceed a certain threshold. Args: sample_paths_by_file: A dictionary of filenames mapped to string that would be returned by `daglish.path_str(p)` for some path p for a config's attribute. max_config_source_files: Threshold for maximum number of files producing `config`. rcss$|] \}}|d|dVqdS)z (example: wrote to )Nr )rrpathr r rrVs  z1_check_max_config_source_files..z More than z file(s) produced this config. For baseline configurations, please ensure that you don't have a big hierarchy of files each overriding values in a config, because this is harder to read for new users. The files which have written to this config are: .N)rritemsr)r#r$r!r r r_check_max_config_source_filesEs  r))r$r ignorerr,csVi|pg}dd|Ddtdtjdtffdd }tj||t|dS) aChecks that a configuration is style-conformant. Args: config: fdl.Buildable object, or collection which may include Buildable objects. max_config_source_files: Threshold for maximum number of files producing `config`. max_writes_per_attribute: Threshold for maximum number of writes to `config`'s attributes. ignore: An optional list of config sub-objects that are ignored for these readability validations/style checks. cSsh|]}t|qSr )id)robjr r r {sz'check_baseline_style..valuestater c st|vrdSt|tjrAt|D]+\}}t|vr q|j|}t|j }t |||D] }|j } |j |q3q|j|ddD]}qHdS)NT) ignore_leaves)r- isinstance config_lib Buildableordered_argumentsr(__argument_history__rr current_pathr"r setdefaultryield_map_child_values) r0r1 attr_name attr_valuer r r r_ ignore_idsr r#r rtraverse}s$     z&check_baseline_style..traverseN)rrStateMemoizedTraversalrunr))rr$r r,r@r r>rcheck_baseline_stylecs  rD)__doc__typingrrrr fiddle._srcrr4rr HistoryEntryintstrr"r)rDr r r rsF    '  !