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[WIP] Shift to Single Checkpoint Files #9333

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[WIP] Shift to Single Checkpoint Files #9333

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06cab61
shift checkpoint to be single file
rasswanth-s Oct 1, 2024
99c350c
add experimental notebooks for testing
rasswanth-s Oct 1, 2024
f502f56
Merge branch 'dev' into rasswanth/fix-file-format
yashgorana Oct 1, 2024
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131 changes: 131 additions & 0 deletions notebooks/Experimental/1-checkpoint.ipynb
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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "034a332d-517f-486f-8713-eeed53d35067",
"metadata": {},
"outputs": [],
"source": [
"# syft absolute\n",
"import syft as sy\n",
"from syft.util.test_helpers.checkpoint import create_checkpoint"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "53cebce4-5e50-48f0-bd38-cf82cba9e71c",
"metadata": {},
"outputs": [],
"source": [
"datasite_client = sy.login(email=\"[email protected]\", password=\"changethis\", port=8080)"
]
},
{
"cell_type": "markdown",
"id": "957c101e-f048-4ba0-b5e8-22af97e6c9b1",
"metadata": {},
"source": [
"### Scaling Default Worker Pool"
]
},
{
"cell_type": "markdown",
"id": "e7217d39-fd2e-4a6c-b7c7-8013703b83ce",
"metadata": {},
"source": [
"We should see a default worker pool"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7018e9bf-1639-4204-9bf3-19d296cc8572",
"metadata": {},
"outputs": [],
"source": [
"datasite_client.worker_pools"
]
},
{
"cell_type": "markdown",
"id": "87cbd371-a23a-4229-b305-ed834c2eb3d1",
"metadata": {},
"source": [
"Scale up to 3 workers"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "acc5c6ba-cd25-420e-9491-2db0f67fb763",
"metadata": {},
"outputs": [],
"source": [
"datasite_client.api.services.worker_pool.scale(number=3, pool_name=\"default-pool\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c4696855-8848-4182-9513-0753893eaf5f",
"metadata": {},
"outputs": [],
"source": [
"result = datasite_client.api.services.worker_pool.get_by_name(pool_name=\"default-pool\")\n",
"assert len(result.workers) == 3, str(result.to_dict())\n",
"result"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5d8b5827-464b-4954-acc1-52773829ca65",
"metadata": {},
"outputs": [],
"source": [
"create_checkpoint(name=\"1-checkpoint-v1\", client=datasite_client)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "27f441fc-f3c0-445c-aa68-85ab92feaa57",
"metadata": {},
"outputs": [],
"source": [
"datasite_client.id"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "839af9a0-a76d-42bc-b8f9-7e67d9da7e7a",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.11.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
176 changes: 176 additions & 0 deletions notebooks/Experimental/2-checkpoint.ipynb
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Original file line number Diff line number Diff line change
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{
"cells": [
{
"cell_type": "markdown",
"id": "bdea5a57-7ec9-45e0-8684-662ae52145cd",
"metadata": {},
"source": [
"# 2 - Checkpoint"
]
},
{
"cell_type": "markdown",
"id": "0b978f6c-6778-4880-934a-e751d55bec97",
"metadata": {},
"source": [
"- Create a fresh cluster and load the checkpoint from notebook 1"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "b53b0926-8ee0-4bfa-876c-f66bce750dc7",
"metadata": {},
"outputs": [],
"source": [
"# syft absolute\n",
"import syft as sy\n",
"from syft.util.test_helpers.checkpoint import load_from_checkpoint"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3bbee80c-e1fa-4b47-a8d2-cd5099838a8c",
"metadata": {},
"outputs": [],
"source": [
"datasite_client = sy.login(email=\"[email protected]\", password=\"changethis\", port=8080)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "949f759d-e9ce-493a-ab2e-a5a6e817ed85",
"metadata": {},
"outputs": [],
"source": [
"datasite_client.id"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e1d9e708-43f9-4ba4-9e43-6eeb94b89800",
"metadata": {},
"outputs": [],
"source": [
"datasite_client.worker_pools"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7234d846-9c38-437a-a901-4ff67dfd92b7",
"metadata": {},
"outputs": [],
"source": [
"result = datasite_client.api.services.worker_pool.get_by_name(pool_name=\"default-pool\")\n",
"assert len(result.workers) == 3, str(result.to_dict())\n",
"result"
]
},
{
"cell_type": "markdown",
"id": "c964b66b-9992-42c4-8ce6-432ee3a50dc3",
"metadata": {},
"source": [
"Scale down to 1 worker"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "eaf07b5b-da13-4c22-a0a1-8cb8ffcf9469",
"metadata": {},
"outputs": [],
"source": [
"datasite_client.api.services.worker_pool.scale(number=1, pool_name=\"default-pool\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "fd269fbb-87af-44de-8bf9-2752ac8ef703",
"metadata": {},
"outputs": [],
"source": [
"result = datasite_client.api.services.worker_pool.get_by_name(pool_name=\"default-pool\")\n",
"assert len(result.workers) == 1, str(result.to_dict())\n",
"result"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "9764f5b8-1449-4c8d-8458-b9add6fc938f",
"metadata": {},
"outputs": [],
"source": [
"default_worker_pool = datasite_client.api.services.worker_pool.get_by_name(\n",
" pool_name=\"default-pool\"\n",
")\n",
"default_worker_pool"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ac2cfc1f-d817-436a-9304-ed5e15c3fad2",
"metadata": {},
"outputs": [],
"source": [
"load_from_checkpoint(name=\"1-checkpoint-v1\", client=datasite_client)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3442b39a-0606-44f2-83ca-4fc91a584881",
"metadata": {},
"outputs": [],
"source": [
"datasite_client.worker_pools"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5f586f08-9d2b-42c3-8a6d-80af7786ba55",
"metadata": {},
"outputs": [],
"source": [
"datasite_client.worker_pools[0]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "00f1af3c-718e-45df-b548-bec02ee69645",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.11.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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