add log schema option for logging

[arjunsridhar12345]

Attempts to close #39. Some sample output, seems to be working:

{"timestamp": "2026-09-14T18:17:57.236421Z", "level": "INFO", "message": "Running preprocessing with the following parameters:", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.236574Z", "level": "INFO", "message": "\tDENOISING_STRATEGY: cmr", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.236667Z", "level": "INFO", "message": "\tFILTER TYPE: highpass", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.236734Z", "level": "INFO", "message": "\tREMOVE_OUT_CHANNELS: True", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.236789Z", "level": "INFO", "message": "\tREMOVE_BAD_CHANNELS: True", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.236853Z", "level": "INFO", "message": "\tMAX BAD CHANNEL FRACTION: 0.5", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.236902Z", "level": "INFO", "message": "\tCOMPUTE_MOTION: True", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.236958Z", "level": "INFO", "message": "\tAPPLY_MOTION: False", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.237004Z", "level": "INFO", "message": "\tMOTION PRESET: None", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.237059Z", "level": "INFO", "message": "\tMOTION TEMPORAL BIN S: 1.0", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.237105Z", "level": "INFO", "message": "\tT_START: None", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.237159Z", "level": "INFO", "message": "\tT_STOP: None", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.237206Z", "level": "INFO", "message": "\tMIN_DURATION FOR PREPROCESSING: None", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.237260Z", "level": "INFO", "message": "\tN_JOBS: 1", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.237363Z", "level": "INFO", "message": "Found 1 configurations", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:57.237426Z", "level": "INFO", "message": "\n\nPREPROCESSING", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:58.023466Z", "level": "INFO", "message": "Resetting recording timestamps", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:58.023643Z", "level": "INFO", "message": "Preprocessing recording: ecephys_790025_2025-06-24_08-55-11 - experiment1_Record Node 104#Neuropix-PXI-100.ProbeA-AP_recording1", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}
{"timestamp": "2026-09-14T18:17:58.023813Z", "level": "INFO", "message": "\tDuration: 1534.73 s", "pipeline_name": "AIND Ephys Pipeline", "acquisition_name": "ecephys_790025_2025-06-24_08-55-11", "process_name": "Preprocessing"}