Index

A

add_slurm_field() (xplogger.experiment_manager.record.record_list.RecordList method) aggregate() (xplogger.parser.experiment.experiment.ExperimentSequence method) aggregate_metrics() (in module xplogger.parser.metric) (xplogger.parser.experiment.experiment.ExperimentSequence method) (xplogger.parser.experiment.experiment.ExperimentSequenceDict method)

ANALYZED (xplogger.experiment_manager.utils.enum.ExperimentStatus attribute) AverageMetric (class in xplogger.metrics)

B

BaseMetric (class in xplogger.metrics)

C

compare_keys_in_dict() (in module xplogger.utils) compare_logs() (in module xplogger.parser.utils) ComparisonMetric (class in xplogger.metrics) COMPLETED (xplogger.experiment_manager.utils.enum.ExperimentStatus attribute)

concat_metrics() (in module xplogger.parser.experiment.utils) config() (xplogger.parser.experiment.experiment.Experiment property) config_ids (xplogger.experiment_manager.result.result.Result attribute) ConstantMetric (class in xplogger.metrics) CurrentMetric (class in xplogger.metrics)

D

delete() (xplogger.experiment_manager.record.record_list.RecordList method) delete_records() (xplogger.experiment_manager.store.mongo.MongoStore method)

deserialize() (in module xplogger.experiment_manager.result.result) (in module xplogger.parser.experiment.experiment)

E

Experiment (class in xplogger.parser.experiment.experiment) experiment_sequence (xplogger.experiment_manager.result.result.Result attribute) ExperimentList (in module xplogger.parser.experiment.experiment)

ExperimentSequence (class in xplogger.parser.experiment.experiment) ExperimentSequenceDict (class in xplogger.parser.experiment.experiment) ExperimentStatus (class in xplogger.experiment_manager.utils.enum)

F

filter() (xplogger.parser.experiment.experiment.ExperimentSequence method) (xplogger.parser.experiment.experiment.ExperimentSequenceDict method)

flatten_dict() (in module xplogger.utils) flatten_log() (in module xplogger.parser.utils) from_dict() (xplogger.experiment_manager.slurm.ds.SlurmInfo class method)

G

get_data_and_colors() (in module xplogger.experiment_manager.viz.utils) get_elem_from_set() (in module xplogger.utils) get_experiment_params() (in module xplogger.experiment_manager.record.base) get_groups_and_hyperparams() (xplogger.experiment_manager.record.record_list.RecordList method) get_info_from_slurm() (in module xplogger.experiment_manager.slurm.utils) get_logger_file_path() (in module xplogger.logger.filesystem) get_mean_and_std_err() (in module xplogger.experiment_manager.notebook.utils) get_nested_item() (in module xplogger.experiment_manager.record.base) get_param_groups() (in module xplogger.parser.utils) (xplogger.parser.experiment.experiment.ExperimentSequence method) get_records() (xplogger.experiment_manager.store.mongo.MongoStore method)

get_running_jobs_as_df() (in module xplogger.experiment_manager.slurm.job) get_running_jobs_as_list() (in module xplogger.experiment_manager.slurm.job) get_unanalyzed_records() (xplogger.experiment_manager.store.mongo.MongoStore method) get_unique() (xplogger.experiment_manager.record.record_list.RecordList method) get_unique_issues() (xplogger.experiment_manager.record.record_list.RecordList method) get_val() (xplogger.metrics.AverageMetric method) (xplogger.metrics.BaseMetric method) (xplogger.metrics.SumMetric method) get_viz_params() (xplogger.experiment_manager.record.record_list.RecordList method) git_issue_id (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) group_metrics() (in module xplogger.parser.metric) groupby() (xplogger.parser.experiment.experiment.ExperimentSequence method)

I

id (xplogger.experiment_manager.result.result.Result attribute) id() (xplogger.experiment_manager.record.mongo.Record property)

ignore_records_by_status() (xplogger.experiment_manager.store.mongo.MongoStore method) info (xplogger.experiment_manager.result.result.Result attribute)

J

job_id (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute)

job_step_name (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute)

L

label (xplogger.experiment_manager.result.result.Result attribute) load_all_experiments_from_dir() (in module xplogger.experiment_manager.record.base) load_experiment() (in module xplogger.experiment_manager.record.base) load_experiments() (xplogger.experiment_manager.record.record_list.RecordList method) load_from_file() (xplogger.experiment_manager.store.mongo.MongoStore method) load_from_filesystem() (xplogger.experiment_manager.result.db.ResultDB method) log_to_wandb() (xplogger.parser.experiment.experiment.Experiment method)

LogBook (class in xplogger.logbook) Logger (class in xplogger.logger.base) (class in xplogger.logger.filesystem) (class in xplogger.logger.localdb) (class in xplogger.logger.mlflow) (class in xplogger.logger.mongo) (class in xplogger.logger.tensorboard) (class in xplogger.logger.wandb)

M

make_config() (in module xplogger.logbook) make_df() (in module xplogger.experiment_manager.notebook.utils) make_dir() (in module xplogger.utils) make_experiment_sequence_dict_groups_and_hyperparams() (xplogger.experiment_manager.record.record_list.RecordList method) make_oc_records() (xplogger.experiment_manager.record.record_list.RecordList method) make_record() (in module xplogger.experiment_manager.record.mongo) (in module xplogger.experiment_manager.record.omegaconf) map_jobid_to_raw_job_id() (in module xplogger.experiment_manager.slurm.utils) map_to_slurm_id() (xplogger.experiment_manager.record.record_list.RecordList method) mark_analyzed() (xplogger.experiment_manager.record.record_list.RecordList method) mark_records_as_analyzed() (xplogger.experiment_manager.store.mongo.MongoStore method) MaxMetric (class in xplogger.metrics) mean_metrics() (in module xplogger.parser.experiment.utils) MetricDict (class in xplogger.metrics) metrics (xplogger.experiment_manager.result.result.Result attribute) metrics_to_df() (in module xplogger.parser.metric) min_cpus (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) min_memory_size (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) MinMetric (class in xplogger.metrics) module xplogger xplogger.experiment_manager xplogger.experiment_manager.notebook xplogger.experiment_manager.notebook.utils xplogger.experiment_manager.record xplogger.experiment_manager.record.base xplogger.experiment_manager.record.mongo xplogger.experiment_manager.record.omegaconf xplogger.experiment_manager.record.record_list xplogger.experiment_manager.result, [1] xplogger.experiment_manager.result.db xplogger.experiment_manager.result.result xplogger.experiment_manager.result.utils xplogger.experiment_manager.slurm xplogger.experiment_manager.slurm.ds xplogger.experiment_manager.slurm.job xplogger.experiment_manager.slurm.utils xplogger.experiment_manager.store xplogger.experiment_manager.store.mongo xplogger.experiment_manager.utils xplogger.experiment_manager.utils.enum xplogger.experiment_manager.viz xplogger.experiment_manager.viz.bokeh xplogger.experiment_manager.viz.matplotlib xplogger.experiment_manager.viz.utils xplogger.logbook xplogger.logger xplogger.logger.base xplogger.logger.filesystem xplogger.logger.localdb xplogger.logger.mlflow xplogger.logger.mongo xplogger.logger.tensorboard xplogger.logger.wandb xplogger.metrics xplogger.parser xplogger.parser.base xplogger.parser.config xplogger.parser.experiment xplogger.parser.experiment.experiment xplogger.parser.experiment.parser xplogger.parser.experiment.utils xplogger.parser.log xplogger.parser.metric xplogger.parser.utils xplogger.types xplogger.utils

mongo_id (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) mongo_ids (xplogger.experiment_manager.result.result.Result attribute) MongoStore (class in xplogger.experiment_manager.store.mongo)

N

name (xplogger.experiment_manager.result.result.Result attribute)

nodelist (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) num_nodes (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute)

P

parse() (xplogger.parser.experiment.parser.Parser method) (xplogger.parser.log.Parser method) parse_as_df() (xplogger.parser.metric.Parser method) parse_first_log() (xplogger.parser.log.Parser method) parse_json() (in module xplogger.parser.utils) parse_json_and_match_value() (in module xplogger.parser.config) (in module xplogger.parser.log) (in module xplogger.parser.metric) parse_last_log() (xplogger.parser.log.Parser method) Parser (class in xplogger.parser.base) (class in xplogger.parser.config) (class in xplogger.parser.experiment.parser) (class in xplogger.parser.log) (class in xplogger.parser.metric)

partition (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) plot_experiment_sequence_dict() (in module xplogger.experiment_manager.viz.bokeh) (in module xplogger.experiment_manager.viz.matplotlib) plot_result() (in module xplogger.experiment_manager.result.utils) populate_additional_fields() (xplogger.experiment_manager.slurm.ds.SlurmInfoList method) prettyprint_dict() (in module xplogger.experiment_manager.notebook.utils) priority (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) process_metrics() (xplogger.parser.experiment.experiment.Experiment method) project (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute)

R

ray_get_records() (xplogger.experiment_manager.store.mongo.MongoStore method) ray_get_unanalyzed_records() (xplogger.experiment_manager.store.mongo.MongoStore method) ray_ignore_records_by_status() (xplogger.experiment_manager.store.mongo.MongoStore method) ray_make_experiment_sequence_dict_groups_and_hyperparams() (xplogger.experiment_manager.record.record_list.RecordList method) ray_make_oc_records() (xplogger.experiment_manager.record.record_list.RecordList method) Record (class in xplogger.experiment_manager.record.base) (class in xplogger.experiment_manager.record.mongo) RecordList (class in xplogger.experiment_manager.record.record_list) replace_from_file() (xplogger.experiment_manager.store.mongo.MongoStore method)

reset() (xplogger.metrics.AverageMetric method) (xplogger.metrics.BaseMetric method) (xplogger.metrics.ComparisonMetric method) (xplogger.metrics.ConstantMetric method) (xplogger.metrics.MetricDict method) Result (class in xplogger.experiment_manager.result.result) ResultDB (class in xplogger.experiment_manager.result.db) return_first_config() (in module xplogger.parser.experiment.utils) return_first_infos() (in module xplogger.parser.experiment.utils) RUNNING (xplogger.experiment_manager.utils.enum.ExperimentStatus attribute)

S

save_to_file() (xplogger.experiment_manager.store.mongo.MongoStore method) save_to_filesystem() (xplogger.experiment_manager.result.db.ResultDB method) script_id (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) serialize() (xplogger.experiment_manager.result.result.Result method) (xplogger.parser.experiment.experiment.Experiment method) serialize_log_to_json() (in module xplogger.utils)

SlurmInfo (class in xplogger.experiment_manager.slurm.ds) SlurmInfoDict (class in xplogger.experiment_manager.slurm.ds) SlurmInfoList (class in xplogger.experiment_manager.slurm.ds) start_time (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) state (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) sum_metrics() (in module xplogger.parser.experiment.utils) SumMetric (class in xplogger.metrics)

T

time (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) time_limit (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute) to_dict() (xplogger.metrics.MetricDict method)

to_json_serializable() (in module xplogger.utils) to_slurminfo_dict() (xplogger.experiment_manager.slurm.ds.SlurmInfoList method) tres_per_node (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute)

U

update() (xplogger.metrics.AverageMetric method) (xplogger.metrics.BaseMetric method) (xplogger.metrics.ComparisonMetric method) (xplogger.metrics.ConstantMetric method) (xplogger.metrics.CurrentMetric method) (xplogger.metrics.MetricDict method)

update_status() (xplogger.experiment_manager.record.record_list.RecordList method) (xplogger.experiment_manager.store.mongo.MongoStore method) user (xplogger.experiment_manager.slurm.ds.SlurmInfo attribute)

V

validate_kwargs_for_aggregate_metrics() (in module xplogger.experiment_manager.viz.utils)

W

write() (xplogger.logbook.LogBook method) (xplogger.logger.base.Logger method) (xplogger.logger.filesystem.Logger method) (xplogger.logger.localdb.Logger method) (xplogger.logger.mlflow.Logger method) (xplogger.logger.mongo.Logger method) (xplogger.logger.tensorboard.Logger method) (xplogger.logger.wandb.Logger method) write_config() (xplogger.logbook.LogBook method) (xplogger.logger.mlflow.Logger method) (xplogger.logger.tensorboard.Logger method) (xplogger.logger.wandb.Logger method)

write_message() (xplogger.logbook.LogBook method) write_metadata() (xplogger.logbook.LogBook method) write_metric() (xplogger.logbook.LogBook method) (xplogger.logger.mlflow.Logger method) (xplogger.logger.tensorboard.Logger method) (xplogger.logger.wandb.Logger method)

X

xplogger module xplogger.experiment_manager module xplogger.experiment_manager.notebook module xplogger.experiment_manager.notebook.utils module xplogger.experiment_manager.record module xplogger.experiment_manager.record.base module xplogger.experiment_manager.record.mongo module xplogger.experiment_manager.record.omegaconf module xplogger.experiment_manager.record.record_list module xplogger.experiment_manager.result module, [1] xplogger.experiment_manager.result.db module xplogger.experiment_manager.result.result module xplogger.experiment_manager.result.utils module xplogger.experiment_manager.slurm module xplogger.experiment_manager.slurm.ds module xplogger.experiment_manager.slurm.job module xplogger.experiment_manager.slurm.utils module xplogger.experiment_manager.store module xplogger.experiment_manager.store.mongo module xplogger.experiment_manager.utils module xplogger.experiment_manager.utils.enum module xplogger.experiment_manager.viz module xplogger.experiment_manager.viz.bokeh module xplogger.experiment_manager.viz.matplotlib module

xplogger.experiment_manager.viz.utils module xplogger.logbook module xplogger.logger module xplogger.logger.base module xplogger.logger.filesystem module xplogger.logger.localdb module xplogger.logger.mlflow module xplogger.logger.mongo module xplogger.logger.tensorboard module xplogger.logger.wandb module xplogger.metrics module xplogger.parser module xplogger.parser.base module xplogger.parser.config module xplogger.parser.experiment module xplogger.parser.experiment.experiment module xplogger.parser.experiment.parser module xplogger.parser.experiment.utils module xplogger.parser.log module xplogger.parser.metric module xplogger.parser.utils module xplogger.types module xplogger.utils module