{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "c2b3a63a",
"metadata": {},
"outputs": [],
"source": [
"%load_ext autoreload\n",
"%autoreload 2"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a84d3520",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2026-06-27 22:09:01 DEBUG | Logging configured\n",
"2026-06-27 22:09:01 DEBUG | Initialized async database runtime for database_url=sqlite+aiosqlite:///./transcription.db\n",
"2026-06-27 22:09:01 DEBUG | Database schema bootstrap complete for database_url=sqlite+aiosqlite:///./transcription.db\n"
]
}
],
"source": [
"from pathlib import Path\n",
"from uuid import UUID\n",
"\n",
"import rich\n",
"\n",
"from transcription.config import configure_logging\n",
"from transcription.config import get_settings\n",
"from transcription.db.operations import create_all\n",
"from transcription.db.runtime import get_engine\n",
"from transcription.db.runtime import get_session\n",
"from transcription.models import Document\n",
"from transcription.models import Job\n",
"from transcription.models import JobStatus\n",
"from transcription.services import ServiceBundle\n",
"from transcription.services.documents import DocumentService\n",
"from transcription.services.documents import create_upload_job\n",
"from transcription.services.jobs import JobService\n",
"from transcription.services.store import store_file\n",
"from transcription.worker import process_queued_job\n",
"\n",
"configure_logging()\n",
"settings = get_settings(worker_max_retries=2)\n",
"engine = get_engine(settings=settings)\n",
"await create_all(engine=engine)\n",
"services = ServiceBundle()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "b3b2c783",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"[\n",
" Job(\n",
" id=UUID('c79d20d1-ab5c-4b3b-a898-13eac7d2c71a'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 2, 55, 13, 69063),\n",
" document_id=UUID('105e84b2-d773-4abb-bd49-8dc26b966046'),\n",
" status=<JobStatus.TRANSCRIBED: 'transcribed'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 2, 55, 13, 69054)\n",
" ),\n",
" Job(\n",
" id=UUID('271b688e-63c7-4652-9ccf-5c1dd3f61058'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 2, 55, 17, 189346),\n",
" document_id=UUID('06f49121-9b98-4b0e-b879-7a3b959fe984'),\n",
" status=<JobStatus.TRANSCRIBED: 'transcribed'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 2, 55, 17, 189338)\n",
" ),\n",
" Job(\n",
" id=UUID('4386391c-3ce9-412a-9bd4-46b3860d0ef7'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 2, 55, 19, 161570),\n",
" document_id=UUID('ac04c024-25ca-4707-8cd8-641606976344'),\n",
" status=<JobStatus.TRANSCRIBED: 'transcribed'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 2, 55, 19, 161560)\n",
" ),\n",
" Job(\n",
" id=UUID('6637b36d-82e1-41e1-8776-037183851d30'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 2, 55, 26, 921982),\n",
" document_id=UUID('9c6d8632-fe6b-4f70-bb9b-5e8d762b4b3e'),\n",
" status=<JobStatus.TRANSCRIBED: 'transcribed'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 2, 55, 26, 921974)\n",
" ),\n",
" Job(\n",
" id=UUID('758f457a-343c-4b4a-98af-278875303803'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 3, 4, 40, 999438),\n",
" document_id=UUID('0fb70d21-6409-40cc-83df-abce2917f367'),\n",
" status=<JobStatus.TRANSCRIBED: 'transcribed'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 3, 4, 40, 999427)\n",
" ),\n",
" Job(\n",
" id=UUID('01060a33-464d-48c9-b4bb-f1f6acd91820'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 3, 7, 6, 284063),\n",
" document_id=UUID('c8d0eacb-87dd-4d88-a576-ce810436dc45'),\n",
" status=<JobStatus.TRANSCRIBED: 'transcribed'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 3, 7, 6, 284053)\n",
" ),\n",
" Job(\n",
" id=UUID('50800d67-fece-452e-b3ff-b7045fb1838f'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 3, 8, 2, 737235),\n",
" document_id=UUID('273a58fd-4c4d-4e3a-93dd-4f391650e646'),\n",
" status=<JobStatus.TRANSCRIBED: 'transcribed'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 3, 8, 2, 737226)\n",
" )\n",
"]\n",
"\n"
],
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" \u001b[33mdocument_id\u001b[0m=\u001b[1;35mUUID\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'105e84b2-d773-4abb-bd49-8dc26b966046'\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mstatus\u001b[0m=\u001b[1m<\u001b[0m\u001b[1;95mJobStatus.TRANSCRIBED:\u001b[0m\u001b[39m \u001b[0m\u001b[32m'transcribed'\u001b[0m\u001b[39m>,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mcreated_at\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2026\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m28\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m2\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m55\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m13\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m69054\u001b[0m\u001b[1;39m)\u001b[0m\n",
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"\u001b[39m \u001b[0m\u001b[33mid\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mUUID\u001b[0m\u001b[1;39m(\u001b[0m\u001b[32m'271b688e-63c7-4652-9ccf-5c1dd3f61058'\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
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"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
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"\u001b[39m \u001b[0m\u001b[33mdocument_id\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mUUID\u001b[0m\u001b[1;39m(\u001b[0m\u001b[32m'ac04c024-25ca-4707-8cd8-641606976344'\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
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"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
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"\u001b[39m \u001b[0m\u001b[33mid\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mUUID\u001b[0m\u001b[1;39m(\u001b[0m\u001b[32m'758f457a-343c-4b4a-98af-278875303803'\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
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"\u001b[39m \u001b[0m\u001b[33mupdated_at\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2026\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m28\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m3\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m4\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m40\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m999438\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mdocument_id\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mUUID\u001b[0m\u001b[1;39m(\u001b[0m\u001b[32m'0fb70d21-6409-40cc-83df-abce2917f367'\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstatus\u001b[0m\u001b[39m=,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mcreated_at\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2026\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m28\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m3\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m4\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m40\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m999427\u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;35mJob\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mid\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mUUID\u001b[0m\u001b[1;39m(\u001b[0m\u001b[32m'01060a33-464d-48c9-b4bb-f1f6acd91820'\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mretry_count\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mupdated_at\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2026\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m28\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m3\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m7\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m284063\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mdocument_id\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mUUID\u001b[0m\u001b[1;39m(\u001b[0m\u001b[32m'c8d0eacb-87dd-4d88-a576-ce810436dc45'\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstatus\u001b[0m\u001b[39m=,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mcreated_at\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2026\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m28\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m3\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m7\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m284053\u001b[0m\u001b[1;39m)\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[1;35mJob\u001b[0m\u001b[1;39m(\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mid\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mUUID\u001b[0m\u001b[1;39m(\u001b[0m\u001b[32m'50800d67-fece-452e-b3ff-b7045fb1838f'\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mretry_count\u001b[0m\u001b[39m=\u001b[0m\u001b[1;36m0\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mupdated_at\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1;39m(\u001b[0m\u001b[1;36m2026\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m6\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m28\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m3\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m8\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m2\u001b[0m\u001b[39m, \u001b[0m\u001b[1;36m737235\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mdocument_id\u001b[0m\u001b[39m=\u001b[0m\u001b[1;35mUUID\u001b[0m\u001b[1;39m(\u001b[0m\u001b[32m'273a58fd-4c4d-4e3a-93dd-4f391650e646'\u001b[0m\u001b[1;39m)\u001b[0m\u001b[39m,\u001b[0m\n",
"\u001b[39m \u001b[0m\u001b[33mstatus\u001b[0m\u001b[39m=\u001b[0m,\n",
" \u001b[33mcreated_at\u001b[0m=\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2026\u001b[0m, \u001b[1;36m6\u001b[0m, \u001b[1;36m28\u001b[0m, \u001b[1;36m3\u001b[0m, \u001b[1;36m8\u001b[0m, \u001b[1;36m2\u001b[0m, \u001b[1;36m737226\u001b[0m\u001b[1m)\u001b[0m\n",
" \u001b[1m)\u001b[0m\n",
"\u001b[1m]\u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"jobs = await services.jobs.list_jobs()\n",
"rich.print(jobs)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "60788806",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Time Rolls On - page 013.jpg'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"doc_path = Path(\"uploads/7c6ee648-4171-4e70-b901-ba94ee227d6a_Time Rolls On - page 013.jpg\")\n",
"doc_path.name.rpartition(\"_\")[2]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "63881a49",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2026-06-27 22:09:01 DEBUG | Initialized async database runtime for database_url=sqlite+aiosqlite:///./transcription.db\n",
"2026-06-27 22:09:01 INFO | Stored uploaded file: uploads/9d3ce411-e027-4e97-9c11-786783926ce4_Time Rolls On - page 013.jpg\n",
"2026-06-27 22:09:01 INFO | Created upload job document_id=7102ad0c-dcc3-4164-a86f-4e601fe31e70 job_id=5bb45fc1-6b3b-4e92-9942-f8f059baaaaf\n"
]
},
{
"data": {
"text/html": [
"UploadJobResult(\n",
" document_id=UUID('7102ad0c-dcc3-4164-a86f-4e601fe31e70'),\n",
" job_id=UUID('5bb45fc1-6b3b-4e92-9942-f8f059baaaaf'),\n",
" stored_path=PosixPath('uploads/9d3ce411-e027-4e97-9c11-786783926ce4_Time Rolls On - page 013.jpg'),\n",
" original_filename='Time Rolls On - page 013.jpg'\n",
")\n",
"\n"
],
"text/plain": [
"\u001b[1;35mUploadJobResult\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mdocument_id\u001b[0m=\u001b[1;35mUUID\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'7102ad0c-dcc3-4164-a86f-4e601fe31e70'\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mjob_id\u001b[0m=\u001b[1;35mUUID\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'5bb45fc1-6b3b-4e92-9942-f8f059baaaaf'\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mstored_path\u001b[0m=\u001b[1;35mPosixPath\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'uploads/9d3ce411-e027-4e97-9c11-786783926ce4_Time Rolls On - page 013.jpg'\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33moriginal_filename\u001b[0m=\u001b[32m'Time Rolls On - page 013.jpg'\u001b[0m\n",
"\u001b[1m)\u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"async with get_session(settings=settings) as session:\n",
" result = await create_upload_job(\n",
" session=session,\n",
" filename=doc_path.name.rpartition(\"_\")[2],\n",
" file_bytes=doc_path.read_bytes(),\n",
" settings=settings,\n",
" )\n",
"\n",
"rich.print(result)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "c3d92127",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"Job(\n",
" id=UUID('5bb45fc1-6b3b-4e92-9942-f8f059baaaaf'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 3, 9, 1, 351464),\n",
" document_id=UUID('7102ad0c-dcc3-4164-a86f-4e601fe31e70'),\n",
" status=<JobStatus.QUEUED: 'queued'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 3, 9, 1, 351451)\n",
")\n",
"\n"
],
"text/plain": [
"\u001b[1;35mJob\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mid\u001b[0m=\u001b[1;35mUUID\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'5bb45fc1-6b3b-4e92-9942-f8f059baaaaf'\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mretry_count\u001b[0m=\u001b[1;36m0\u001b[0m,\n",
" \u001b[33mupdated_at\u001b[0m=\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2026\u001b[0m, \u001b[1;36m6\u001b[0m, \u001b[1;36m28\u001b[0m, \u001b[1;36m3\u001b[0m, \u001b[1;36m9\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m351464\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mdocument_id\u001b[0m=\u001b[1;35mUUID\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'7102ad0c-dcc3-4164-a86f-4e601fe31e70'\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mstatus\u001b[0m=\u001b[1m<\u001b[0m\u001b[1;95mJobStatus.QUEUED:\u001b[0m\u001b[39m \u001b[0m\u001b[32m'queued'\u001b[0m\u001b[1m>\u001b[0m,\n",
" \u001b[33mcreated_at\u001b[0m=\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2026\u001b[0m, \u001b[1;36m6\u001b[0m, \u001b[1;36m28\u001b[0m, \u001b[1;36m3\u001b[0m, \u001b[1;36m9\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m351451\u001b[0m\u001b[1m)\u001b[0m\n",
"\u001b[1m)\u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import random\n",
"\n",
"job = random.choice(await services.jobs.query_jobs(status=JobStatus.QUEUED))\n",
"rich.print(job)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "5209430c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2026-06-27 22:09:01 DEBUG | Initialized async database runtime for database_url=sqlite+aiosqlite:///./transcription.db\n"
]
},
{
"data": {
"text/html": [
"Job(\n",
" id=UUID('5bb45fc1-6b3b-4e92-9942-f8f059baaaaf'),\n",
" retry_count=0,\n",
" updated_at=datetime.datetime(2026, 6, 28, 3, 9, 1, 351464),\n",
" document_id=UUID('7102ad0c-dcc3-4164-a86f-4e601fe31e70'),\n",
" status=<JobStatus.QUEUED: 'queued'>,\n",
" created_at=datetime.datetime(2026, 6, 28, 3, 9, 1, 351451)\n",
")\n",
"\n"
],
"text/plain": [
"\u001b[1;35mJob\u001b[0m\u001b[1m(\u001b[0m\n",
" \u001b[33mid\u001b[0m=\u001b[1;35mUUID\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'5bb45fc1-6b3b-4e92-9942-f8f059baaaaf'\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mretry_count\u001b[0m=\u001b[1;36m0\u001b[0m,\n",
" \u001b[33mupdated_at\u001b[0m=\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2026\u001b[0m, \u001b[1;36m6\u001b[0m, \u001b[1;36m28\u001b[0m, \u001b[1;36m3\u001b[0m, \u001b[1;36m9\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m351464\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mdocument_id\u001b[0m=\u001b[1;35mUUID\u001b[0m\u001b[1m(\u001b[0m\u001b[32m'7102ad0c-dcc3-4164-a86f-4e601fe31e70'\u001b[0m\u001b[1m)\u001b[0m,\n",
" \u001b[33mstatus\u001b[0m=\u001b[1m<\u001b[0m\u001b[1;95mJobStatus.QUEUED:\u001b[0m\u001b[39m \u001b[0m\u001b[32m'queued'\u001b[0m\u001b[1m>\u001b[0m,\n",
" \u001b[33mcreated_at\u001b[0m=\u001b[1;35mdatetime\u001b[0m\u001b[1;35m.datetime\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m2026\u001b[0m, \u001b[1;36m6\u001b[0m, \u001b[1;36m28\u001b[0m, \u001b[1;36m3\u001b[0m, \u001b[1;36m9\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m351451\u001b[0m\u001b[1m)\u001b[0m\n",
"\u001b[1m)\u001b[0m\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"async with get_session(settings=settings) as session:\n",
" jobs = await services.jobs.query_jobs(\n",
" status=JobStatus.QUEUED,\n",
" session=session,\n",
" )\n",
"\n",
" job = random.choice(jobs)\n",
" job = Job.model_copy(job)\n",
"\n",
"rich.print(job)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "569e5d9f",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2026-06-27 22:09:06 DEBUG | Initialized async database runtime for database_url=sqlite+aiosqlite:///./transcription.db\n"
]
},
{
"ename": "InvalidRequestError",
"evalue": "Instance '' is not persistent within this Session",
"output_type": "error",
"traceback": [
"\u001b[31m---------------------------------------------------------------------------\u001b[39m",
"\u001b[31mInvalidRequestError\u001b[39m Traceback (most recent call last)",
"\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[8]\u001b[39m\u001b[32m, line 2\u001b[39m\n\u001b[32m 1\u001b[39m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mwith\u001b[39;00m get_session(settings=settings) \u001b[38;5;28;01mas\u001b[39;00m session:\n\u001b[32m----> \u001b[39m\u001b[32m2\u001b[39m await process_job(\n\u001b[32m 3\u001b[39m job,\n\u001b[32m 4\u001b[39m services=services,\n\u001b[32m 5\u001b[39m settings=settings,\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/Documents/transcription/src/transcription/worker.py:106\u001b[39m, in \u001b[36mprocess_job\u001b[39m\u001b[34m(job, services, settings, session)\u001b[39m\n\u001b[32m 104\u001b[39m \u001b[38;5;28;01mcase\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01m_\u001b[39;00m:\n\u001b[32m 105\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m106\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mawait\u001b[39;00m services.jobs.update_job(job, session=session)\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/Documents/transcription/src/transcription/services/jobs.py:50\u001b[39m, in \u001b[36mJobService.update_job\u001b[39m\u001b[34m(self, job, session)\u001b[39m\n\u001b[32m 48\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m _session.merge(job)\n\u001b[32m 49\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m _session.commit()\n\u001b[32m---> \u001b[39m\u001b[32m50\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m _session.refresh(job)\n\u001b[32m 51\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m job\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/Documents/transcription/.venv/lib/python3.12/site-packages/sqlalchemy/ext/asyncio/session.py:328\u001b[39m, in \u001b[36mAsyncSession.refresh\u001b[39m\u001b[34m(self, instance, attribute_names, with_for_update)\u001b[39m\n\u001b[32m 308\u001b[39m \u001b[38;5;28;01masync\u001b[39;00m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mrefresh\u001b[39m(\n\u001b[32m 309\u001b[39m \u001b[38;5;28mself\u001b[39m,\n\u001b[32m 310\u001b[39m instance: \u001b[38;5;28mobject\u001b[39m,\n\u001b[32m 311\u001b[39m attribute_names: Optional[Iterable[\u001b[38;5;28mstr\u001b[39m]] = \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[32m 312\u001b[39m with_for_update: ForUpdateParameter = \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[32m 313\u001b[39m ) -> \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 314\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Expire and refresh the attributes on the given instance.\u001b[39;00m\n\u001b[32m 315\u001b[39m \n\u001b[32m 316\u001b[39m \u001b[33;03m A query will be issued to the database and all attributes will be\u001b[39;00m\n\u001b[32m (...)\u001b[39m\u001b[32m 325\u001b[39m \n\u001b[32m 326\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m328\u001b[39m \u001b[38;5;28;01mawait\u001b[39;00m greenlet_spawn(\n\u001b[32m 329\u001b[39m \u001b[38;5;28mself\u001b[39m.sync_session.refresh,\n\u001b[32m 330\u001b[39m instance,\n\u001b[32m 331\u001b[39m attribute_names=attribute_names,\n\u001b[32m 332\u001b[39m with_for_update=with_for_update,\n\u001b[32m 333\u001b[39m )\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/Documents/transcription/.venv/lib/python3.12/site-packages/sqlalchemy/util/_concurrency_py3k.py:190\u001b[39m, in \u001b[36mgreenlet_spawn\u001b[39m\u001b[34m(fn, _require_await, *args, **kwargs)\u001b[39m\n\u001b[32m 185\u001b[39m \u001b[38;5;66;03m# runs the function synchronously in gl greenlet. If the execution\u001b[39;00m\n\u001b[32m 186\u001b[39m \u001b[38;5;66;03m# is interrupted by await_only, context is not dead and result is a\u001b[39;00m\n\u001b[32m 187\u001b[39m \u001b[38;5;66;03m# coroutine to wait. If the context is dead the function has\u001b[39;00m\n\u001b[32m 188\u001b[39m \u001b[38;5;66;03m# returned, and its result can be returned.\u001b[39;00m\n\u001b[32m 189\u001b[39m switch_occurred = \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m190\u001b[39m result = \u001b[30;43mcontext\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43mswitch\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43margs\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43m*\u001b[39;49m\u001b[30;43mkwargs\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 191\u001b[39m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m context.dead:\n\u001b[32m 192\u001b[39m switch_occurred = \u001b[38;5;28;01mTrue\u001b[39;00m\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/Documents/transcription/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py:3155\u001b[39m, in \u001b[36mSession.refresh\u001b[39m\u001b[34m(self, instance, attribute_names, with_for_update)\u001b[39m\n\u001b[32m 3152\u001b[39m \u001b[38;5;28;01mexcept\u001b[39;00m exc.NO_STATE \u001b[38;5;28;01mas\u001b[39;00m err:\n\u001b[32m 3153\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m exc.UnmappedInstanceError(instance) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34;01merr\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m3155\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_expire_state\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mstate\u001b[39;49m\u001b[30;43m,\u001b[39;49m\u001b[30;43m \u001b[39;49m\u001b[30;43mattribute_names\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 3157\u001b[39m \u001b[38;5;66;03m# this autoflush previously used to occur as a secondary effect\u001b[39;00m\n\u001b[32m 3158\u001b[39m \u001b[38;5;66;03m# of the load_on_ident below. Meaning we'd organize the SELECT\u001b[39;00m\n\u001b[32m 3159\u001b[39m \u001b[38;5;66;03m# based on current DB pks, then flush, then if pks changed in that\u001b[39;00m\n\u001b[32m 3160\u001b[39m \u001b[38;5;66;03m# flush, crash. this was unticketed but discovered as part of\u001b[39;00m\n\u001b[32m 3161\u001b[39m \u001b[38;5;66;03m# #8703. So here, autoflush up front, dont autoflush inside\u001b[39;00m\n\u001b[32m 3162\u001b[39m \u001b[38;5;66;03m# load_on_ident.\u001b[39;00m\n\u001b[32m 3163\u001b[39m \u001b[38;5;28mself\u001b[39m._autoflush()\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/Documents/transcription/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py:3281\u001b[39m, in \u001b[36mSession._expire_state\u001b[39m\u001b[34m(self, state, attribute_names)\u001b[39m\n\u001b[32m 3276\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_expire_state\u001b[39m(\n\u001b[32m 3277\u001b[39m \u001b[38;5;28mself\u001b[39m,\n\u001b[32m 3278\u001b[39m state: InstanceState[Any],\n\u001b[32m 3279\u001b[39m attribute_names: Optional[Iterable[\u001b[38;5;28mstr\u001b[39m]],\n\u001b[32m 3280\u001b[39m ) -> \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m-> \u001b[39m\u001b[32m3281\u001b[39m \u001b[30;43mself\u001b[39;49m\u001b[30;43m.\u001b[39;49m\u001b[30;43m_validate_persistent\u001b[39;49m\u001b[30;43m(\u001b[39;49m\u001b[30;43mstate\u001b[39;49m\u001b[30;43m)\u001b[39;49m\n\u001b[32m 3282\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m attribute_names:\n\u001b[32m 3283\u001b[39m state._expire_attributes(state.dict, attribute_names)\n",
"\u001b[36mFile \u001b[39m\u001b[32m~/Documents/transcription/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py:4139\u001b[39m, in \u001b[36mSession._validate_persistent\u001b[39m\u001b[34m(self, state)\u001b[39m\n\u001b[32m 4137\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34m_validate_persistent\u001b[39m(\u001b[38;5;28mself\u001b[39m, state: InstanceState[Any]) -> \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 4138\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m.identity_map.contains_state(state):\n\u001b[32m-> \u001b[39m\u001b[32m4139\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m sa_exc.InvalidRequestError(\n\u001b[32m 4140\u001b[39m \u001b[33m\"\u001b[39m\u001b[33mInstance \u001b[39m\u001b[33m'\u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[33m'\u001b[39m\u001b[33m is not persistent within this Session\u001b[39m\u001b[33m\"\u001b[39m\n\u001b[32m 4141\u001b[39m % state_str(state)\n\u001b[32m 4142\u001b[39m )\n",
"\u001b[31mInvalidRequestError\u001b[39m: Instance '' is not persistent within this Session"
]
}
],
"source": [
"async with get_session(settings=settings) as session:\n",
" await process_queued_job(\n",
" job,\n",
" services=services,\n",
" settings=settings,\n",
" session=session,\n",
" )\n",
" rich.print(job)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a5c06eaa",
"metadata": {},
"outputs": [],
"source": [
"doc_path = Path(\"uploads/7c6ee648-4171-4e70-b901-ba94ee227d6a_Time Rolls On - page 013.jpg\")\n",
"idx, og_name = doc_path.name.rpartition(\"_\")[::2]\n",
"doc_id = UUID(idx)\n",
"doc = Document(id=doc_id, filename=og_name, file_path=str(doc_path))\n",
"\n",
"document_service = DocumentService()\n",
"doc = await document_service.create_document(document=doc)\n",
"rich.print(doc)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "58d68d4e",
"metadata": {},
"outputs": [],
"source": [
"docs = await document_service.list_documents()\n",
"rich.print(docs)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "35a06ab1",
"metadata": {},
"outputs": [],
"source": [
"job = await services.jobs.read_job(UUID(\"6400c83d-e245-497c-902b-d8bc9db8a216\"))\n",
"rich.print(job)\n",
"rich.print(job.document)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "0d892d74",
"metadata": {},
"outputs": [],
"source": [
"rich.print(await services.jobs.list_jobs())"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "9b17fd22",
"metadata": {},
"outputs": [],
"source": [
"rich.print(await document_service.list_documents())"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d14be1d9",
"metadata": {},
"outputs": [],
"source": [
"async with services.jobs._session_scope() as session:\n",
" jobs = await services.jobs.list_jobs(session=session, load_docs=True)\n",
" rich.print({job.id: job.document for job in jobs})"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3845c342",
"metadata": {},
"outputs": [],
"source": [
"job_service = JobService()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "8889d812",
"metadata": {},
"outputs": [],
"source": [
"doc_path.stem.rpartition(\"-\")[0]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "258a97be",
"metadata": {},
"outputs": [],
"source": [
"async with get_session() as session:\n",
" job = await services.jobs.read_job(job.id, session=session)\n",
" rich.print(job.status)\n",
" job.status = JobStatus.FAILED\n",
" job.retry_count = 0\n",
" await services.jobs.update_job(job, session=session)\n",
" rich.print(job)\n",
" await process_queued_job(job, services=services, session=session)\n",
" rich.print(job)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ff66c87c",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "transcription (3.12.11)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.11"
}
},
"nbformat": 4,
"nbformat_minor": 5
}