my prefect server setup
prefect-metrics.waow.tech
python
orchestration
add uv workspace, hub frontend, python 3.14
- uv workspace: root + packages/mps (shared github models, duckdb helpers)
- gh_notifications imports from mps instead of defining inline
- requires-python = ">=3.14" everywhere, worker image -> python3.14
- web/: sveltekit frontend deployed at hub.waow.tech
- server-side duckdb queries via snapshot copy (bypasses grafana flock)
- dark theme, stat tiles, action items table
- deploy/: hub-deployment.yaml + hub-ingress.yaml
- ci: nixpkgs python3 -> python314
- justfile: trimmed (removed one-timers, merged storage recipes, added sync)
- readme: updated deploy steps, added hub + workspace setup
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
+583
-953
+6
.gitignore
+6
.gitignore
+1
-1
.tangled/workflows/deploy.yml
+1
-1
.tangled/workflows/deploy.yml
+26
-12
README.md
+26
-12
README.md
···
1
1
self-hosted prefect OSS on a single hetzner VM (k3s), with monitoring.
2
2
3
-
[executive dashboard](https://prefect-metrics.waow.tech/d/executive-overview/executive-overview?orgId=1&from=now-6h&to=now&timezone=browser)
3
+
[executive dashboard](https://prefect-metrics.waow.tech/d/executive-overview/executive-overview?orgId=1&from=now-6h&to=now&timezone=browser) · [hub](https://hub.waow.tech)
4
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5
<details>
6
6
<summary>deployment</summary>
···
9
9
10
10
- [terraform](https://developer.hashicorp.com/terraform/install)
11
11
- [just](https://just.systems)
12
-
- [uv](https://docs.astral.sh/uv)
12
+
- [uv](https://docs.astral.sh/uv) (Python 3.14+)
13
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- a hetzner cloud API token
14
14
- a domain with DNS you control
15
15
···
18
18
```bash
19
19
cp .env.example .env
20
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# fill in: HCLOUD_TOKEN, POSTGRES_PASSWORD, AUTH_STRING, DOMAIN, LETSENCRYPT_EMAIL
21
+
uv sync # install workspace (mps + root)
21
22
```
22
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23
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### deploy
···
28
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just kubeconfig # wait for k3s, fetch kubeconfig
29
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just deploy # cert-manager, prefect server, monitoring, dashboards
30
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just worker # deploy the kubernetes worker
31
-
just prefect-init # terraform init for prefect resources
32
-
just prefect-apply # create work pool + variables
33
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just register-flows # register flow deployments from code
32
+
just storage # create analytics hostPath + results PVC, patch work pool
34
33
```
35
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after `deploy`, point your DNS:
37
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- `$DOMAIN` → server IP (`just server-ip`)
38
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- `$GRAFANA_DOMAIN` → same IP
37
+
- `$GRAFANA_DOMAIN` → same IP (default: `prefect-metrics.waow.tech`)
38
+
- `hub.waow.tech` → same IP
39
39
40
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### verify
41
41
42
42
```bash
43
-
just health # curl the /api/health endpoint
44
-
just status # node + pod resource usage
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+
just health # curl the /api/health endpoint
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just status # node + pod resource usage
45
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just prefect work-pool ls
46
46
```
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### operations
49
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```bash
51
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just logs # tail prefect-server logs (default)
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just logs worker # tail worker logs
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+
just logs # tail prefect-server logs (default)
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+
just logs worker # tail worker logs
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just prefect flow-run ls # run any prefect CLI command remotely
54
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just dashboards # reload grafana dashboards from deploy/dashboards/
55
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just ssh # ssh into the server
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+
just dashboards # reload grafana dashboards from deploy/dashboards/
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just ssh # ssh into the server
56
+
```
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+
58
+
flow deployments are registered automatically on every push to main via `.tangled/workflows/deploy.yml`.
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+
60
+
### hub (sveltekit frontend)
61
+
62
+
```bash
63
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just web # build + push + deploy hub.waow.tech
64
+
```
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+
66
+
### analytics (dbt + duckdb)
67
+
68
+
```bash
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just init-analytics # first-time: dbt deps, seed, compile
56
70
```
57
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</details>
+53
deploy/hub-deployment.yaml
+53
deploy/hub-deployment.yaml
···
1
+
apiVersion: apps/v1
2
+
kind: Deployment
3
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metadata:
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name: hub
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namespace: prefect
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spec:
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replicas: 1
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selector:
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matchLabels:
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app: hub
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template:
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metadata:
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labels:
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app: hub
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spec:
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imagePullSecrets:
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- name: atcr-creds
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containers:
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- name: hub
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image: atcr.io/zzstoatzz.io/hub:latest
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ports:
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- containerPort: 3000
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env:
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- name: DUCKDB_PATH
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value: /analytics/analytics.duckdb
26
+
volumeMounts:
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- name: analytics
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mountPath: /analytics
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readOnly: true
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+
resources:
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+
requests:
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+
memory: 64Mi
33
+
cpu: 50m
34
+
limits:
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+
memory: 256Mi
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+
cpu: 500m
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+
volumes:
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- name: analytics
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hostPath:
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path: /var/lib/prefect-analytics
41
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type: Directory
42
+
---
43
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apiVersion: v1
44
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kind: Service
45
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metadata:
46
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name: hub
47
+
namespace: prefect
48
+
spec:
49
+
selector:
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+
app: hub
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+
ports:
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+
- port: 3000
53
+
targetPort: 3000
+24
deploy/hub-ingress.yaml
+24
deploy/hub-ingress.yaml
···
1
+
apiVersion: networking.k8s.io/v1
2
+
kind: Ingress
3
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metadata:
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name: hub
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namespace: prefect
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annotations:
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cert-manager.io/cluster-issuer: letsencrypt-prod
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spec:
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ingressClassName: traefik
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tls:
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- hosts:
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- HUB_DOMAIN_PLACEHOLDER
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secretName: hub-tls
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rules:
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- host: HUB_DOMAIN_PLACEHOLDER
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http:
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paths:
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- path: /
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pathType: Prefix
20
+
backend:
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service:
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name: hub
23
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port:
24
+
number: 3000
+1
-1
deploy/worker.yaml
+1
-1
deploy/worker.yaml
+10
-81
flows/gh_notifications.py
+10
-81
flows/gh_notifications.py
···
14
14
import datetime
15
15
import os
16
16
from dataclasses import dataclass
17
-
from typing import Literal
18
17
19
18
import httpx
20
-
from pydantic import BaseModel
21
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from prefect import flow, task, get_run_logger, unmapped
22
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from prefect.blocks.system import Secret
23
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from prefect.cache_policies import CachePolicy
24
22
from prefect.context import TaskRunContext
25
23
24
+
from mps.db import write_github_issues
25
+
from mps.github import IssueOrPR, IssueRef, gh_headers
26
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GITHUB_API = "https://api.github.com"
28
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-
30
-
# --- models ---
31
-
32
-
class IssueRef(BaseModel):
33
-
"""Parsed from a GitHub notification — what we need to fetch."""
34
-
repo: str
35
-
number: int
36
-
subject_type: Literal["Issue", "PullRequest"]
37
-
38
-
39
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class IssueOrPR(BaseModel):
40
-
"""Fetched issue or PR data — persisted as JSON result."""
41
-
repo: str
42
-
number: int
43
-
type: str
44
-
title: str | None = None
45
-
state: str | None = None
46
-
body: str = ""
47
-
url: str | None = None
48
-
labels: list[str] = []
49
-
created_at: str | None = None
50
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updated_at: str | None = None
51
-
user: str | None = None
52
-
comments: int = 0
53
-
reactions_total: int = 0
54
-
55
-
56
-
# --- cache policy ---
57
-
58
29
# bump to invalidate all cached results (e.g. when fetch shape changes)
59
30
_CACHE_VERSION = "v2"
60
31
···
75
46
return None
76
47
return f"gh/{_CACHE_VERSION}/{ref.repo}/{ref.number}"
77
48
78
-
79
-
# --- tasks ---
80
49
81
50
@task
82
51
def load_token() -> str:
···
87
56
def fetch_notifications(token: str, only_unread: bool = True) -> list[IssueRef]:
88
57
"""Fetch notifications and parse into IssueRef objects (Issues/PRs only)."""
89
58
logger = get_run_logger()
90
-
with httpx.Client(headers=_gh_headers(token)) as client:
59
+
with httpx.Client(headers=gh_headers(token)) as client:
91
60
resp = client.get(
92
61
f"{GITHUB_API}/notifications",
93
62
params={"all": str(not only_unread).lower(), "per_page": 50},
···
123
92
)
124
93
def fetch_issue_or_pr(ref: IssueRef, token: str) -> IssueOrPR | None:
125
94
"""Fetch a single issue or PR. Cached by repo+number for 24h."""
126
-
with httpx.Client(headers=_gh_headers(token)) as client:
95
+
with httpx.Client(headers=gh_headers(token)) as client:
127
96
# always use the issues endpoint — PRs are issues in GitHub's model and
128
97
# only the issues endpoint returns the reactions field
129
98
resp = client.get(f"{GITHUB_API}/repos/{ref.repo}/issues/{ref.number}")
···
150
119
151
120
152
121
@task
153
-
def write_to_duckdb(items: list[IssueOrPR], db_path: str) -> int:
154
-
import duckdb
155
-
con = duckdb.connect(db_path)
156
-
con.execute("""
157
-
CREATE TABLE IF NOT EXISTS raw_github_issues (
158
-
repo VARCHAR, number INTEGER, type VARCHAR,
159
-
title VARCHAR, state VARCHAR, body VARCHAR, url VARCHAR,
160
-
labels VARCHAR[], created_at VARCHAR, updated_at VARCHAR,
161
-
"user" VARCHAR, comments INTEGER, reactions_total INTEGER,
162
-
fetched_at TIMESTAMP DEFAULT now(),
163
-
PRIMARY KEY (repo, number)
164
-
)
165
-
""")
166
-
rows = [
167
-
(
168
-
item.repo, item.number, item.type,
169
-
item.title, item.state, item.body, item.url,
170
-
item.labels, item.created_at, item.updated_at,
171
-
item.user, item.comments, item.reactions_total,
172
-
datetime.datetime.now(datetime.UTC),
173
-
)
174
-
for item in items
175
-
]
176
-
con.executemany(
177
-
"INSERT OR REPLACE INTO raw_github_issues VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
178
-
rows,
122
+
def persist_to_duckdb(items: list[IssueOrPR]) -> int:
123
+
db_path = os.environ.get(
124
+
"ANALYTICS_DB_PATH",
125
+
os.environ.get("PREFECT_LOCAL_STORAGE_PATH", "/tmp") + "/analytics.duckdb",
179
126
)
180
-
count = con.execute("SELECT count(*) FROM raw_github_issues").fetchone()[0]
181
-
con.close()
182
-
return count
183
-
127
+
return write_github_issues(items, db_path)
184
128
185
-
# --- flow ---
186
129
187
130
@flow(name="gh-notifications", log_prints=True)
188
131
def gh_notifications(only_unread: bool = True) -> list[IssueOrPR]:
···
203
146
items = [r for r in futures.result() if r is not None]
204
147
logger.info(f"resolved {len(items)} issues/PRs")
205
148
206
-
db_path = os.environ.get(
207
-
"ANALYTICS_DB_PATH",
208
-
os.environ.get("PREFECT_LOCAL_STORAGE_PATH", "/tmp") + "/analytics.duckdb",
209
-
)
210
-
total = write_to_duckdb(items, db_path)
149
+
total = persist_to_duckdb(items)
211
150
logger.info(f"upserted {len(items)} rows; {total} total in raw_github_issues")
212
151
return items
213
-
214
-
215
-
# --- helpers ---
216
-
217
-
def _gh_headers(token: str) -> dict[str, str]:
218
-
return {
219
-
"Authorization": f"Bearer {token}",
220
-
"Accept": "application/vnd.github+json",
221
-
"X-GitHub-Api-Version": "2022-11-28",
222
-
}
223
152
224
153
225
154
if __name__ == "__main__":
+45
-72
justfile
+45
-72
justfile
···
1
-
# my-prefect-server deployment (k3s + helm)
1
+
# my-prefect-server
2
2
# required env vars: HCLOUD_TOKEN, POSTGRES_PASSWORD, AUTH_STRING, DOMAIN, LETSENCRYPT_EMAIL
3
3
# optional env vars: GRAFANA_DOMAIN (default: prefect-metrics.waow.tech)
4
4
···
6
6
7
7
export KUBECONFIG := source_directory() / "kubeconfig.yaml"
8
8
9
+
# --- dev ---
10
+
11
+
# sync workspace (all members)
12
+
sync:
13
+
uv sync
14
+
15
+
# run a prefect CLI command against the remote server
16
+
prefect *args:
17
+
PREFECT_API_URL="https://$DOMAIN/api" PREFECT_API_AUTH_STRING="$AUTH_STRING" \
18
+
uv run --with prefect prefect {{args}}
19
+
9
20
# --- infrastructure ---
10
21
11
22
# initialize terraform
···
16
27
infra:
17
28
terraform -chdir=infra apply -var="hcloud_token=$HCLOUD_TOKEN"
18
29
19
-
# plan infra changes
20
-
infra-plan:
21
-
terraform -chdir=infra plan -var="hcloud_token=$HCLOUD_TOKEN"
22
-
23
30
# destroy all infrastructure
24
31
destroy:
25
32
terraform -chdir=infra destroy -var="hcloud_token=$HCLOUD_TOKEN"
···
32
39
ssh:
33
40
ssh root@$(just server-ip)
34
41
35
-
# --- cluster access ---
36
-
37
42
# fetch kubeconfig from the server (run after cloud-init finishes)
38
43
kubeconfig:
39
44
#!/usr/bin/env bash
···
54
59
echo "kubeconfig written"
55
60
kubectl get nodes
56
61
57
-
# --- deployment ---
62
+
# --- cluster ---
58
63
59
-
# deploy everything to the cluster
64
+
# deploy everything to the cluster (idempotent)
60
65
deploy:
61
66
#!/usr/bin/env bash
62
67
set -euo pipefail
···
132
137
echo "done. point DNS:"
133
138
echo " $DOMAIN -> $(just server-ip)"
134
139
echo " $GRAFANA_DOMAIN -> $(just server-ip)"
135
-
echo "then check:"
136
-
echo " curl https://$DOMAIN/api/health"
137
-
echo " curl https://$GRAFANA_DOMAIN"
138
140
139
-
# deploy the kubernetes worker to the cluster
141
+
# apply the kubernetes worker
140
142
worker:
141
143
kubectl apply -f deploy/worker.yaml
142
144
143
-
# install grafana plugins onto the node (pre-requisite for grafana deploy)
144
-
# usage: just install-grafana-plugin motherduck-duckdb-datasource v0.4.1 <zip_url>
145
-
install-grafana-plugin plugin version url:
146
-
#!/usr/bin/env bash
147
-
set -euo pipefail
148
-
echo "==> installing {{plugin}} {{version}} on node"
149
-
ssh root@$(just server-ip) "
150
-
apt-get install -y unzip -q 2>/dev/null || true
151
-
mkdir -p /var/lib/grafana-plugins
152
-
cd /var/lib/grafana-plugins
153
-
curl -fsSL {{url}} -o /tmp/plugin.zip
154
-
unzip -o /tmp/plugin.zip -d .
155
-
rm /tmp/plugin.zip
156
-
echo installed: \$(ls {{plugin}}/)
157
-
"
158
-
159
-
# create the analytics hostPath directory on the node (run once after cluster is up)
160
-
analytics-storage:
161
-
#!/usr/bin/env bash
162
-
set -euo pipefail
163
-
echo "==> creating /var/lib/prefect-analytics on the k3s node"
164
-
ssh root@$(just server-ip) "mkdir -p /var/lib/prefect-analytics"
165
-
echo "done — Grafana and flow pods can now share analytics.duckdb via hostPath"
166
-
167
-
# create the results PVC, analytics hostPath, and patch the work pool
168
-
results-storage: analytics-storage
145
+
# create the analytics hostPath + results PVC and patch the work pool
146
+
storage: _analytics-dir
169
147
#!/usr/bin/env bash
170
148
set -euo pipefail
171
149
: "${DOMAIN:?set DOMAIN}"
···
176
154
PREFECT_API_URL="https://$DOMAIN/api" PREFECT_API_AUTH_STRING="$AUTH_STRING" \
177
155
uv run --with prefect python scripts/patch_work_pool.py
178
156
179
-
# register flow deployments (run locally with PREFECT_API_URL + PREFECT_API_AUTH_STRING)
180
-
register-flows:
181
-
PREFECT_API_URL="https://$DOMAIN/api" PREFECT_API_AUTH_STRING="$AUTH_STRING" \
182
-
uv run --with prefect prefect --no-prompt deploy --all
183
-
184
-
# --- prefect resources (terraform) ---
185
-
186
-
# initialize prefect terraform
187
-
prefect-init:
188
-
terraform -chdir=prefect init
189
-
190
-
# apply prefect resources
191
-
prefect-apply:
192
-
terraform -chdir=prefect apply \
193
-
-var="domain=$DOMAIN" \
194
-
-var="auth_string=$AUTH_STRING"
195
-
196
-
# plan prefect resource changes
197
-
prefect-plan:
198
-
terraform -chdir=prefect plan \
199
-
-var="domain=$DOMAIN" \
200
-
-var="auth_string=$AUTH_STRING"
157
+
_analytics-dir:
158
+
ssh root@$(just server-ip) "mkdir -p /var/lib/prefect-analytics"
201
159
202
160
# --- operations ---
203
161
204
-
# check the state of everything
162
+
# check cluster state
205
163
status:
206
164
@echo "==> nodes"
207
165
@kubectl top nodes
···
219
177
logs component="prefect-server":
220
178
kubectl logs -n prefect -l app.kubernetes.io/name={{component}} -f
221
179
222
-
# check prefect health via public endpoint
180
+
# check prefect API health
223
181
health:
224
182
#!/usr/bin/env bash
225
183
: "${DOMAIN:?set DOMAIN}"
226
184
curl -sf "https://$DOMAIN/api/health" | jq .
227
185
228
-
# first-time dbt setup: install deps, seed reference data, compile models
229
-
init-analytics:
230
-
cd analytics && uv run dbt deps && uv run dbt seed && uv run dbt compile
231
-
232
-
# run a prefect CLI command against the remote server
233
-
prefect *args:
234
-
PREFECT_API_URL="https://$DOMAIN/api" PREFECT_API_AUTH_STRING="$AUTH_STRING" \
235
-
uv run --with prefect prefect {{args}}
236
-
237
186
# reload grafana dashboards from deploy/dashboards/
238
187
dashboards:
239
188
#!/usr/bin/env bash
···
248
197
| kubectl apply -f -
249
198
echo " loaded $name"
250
199
done
200
+
201
+
# --- analytics ---
202
+
203
+
# first-time dbt setup: install deps, seed reference data, compile models
204
+
init-analytics:
205
+
cd analytics && uv run dbt deps && uv run dbt seed && uv run dbt compile
206
+
207
+
# --- hub ---
208
+
209
+
# build the hub container image (linux/amd64 for hetzner k3s node)
210
+
build-web:
211
+
docker build --platform linux/amd64 -t atcr.io/zzstoatzz.io/hub:latest web/
212
+
213
+
# build and push the hub image
214
+
push-web: build-web
215
+
docker push atcr.io/zzstoatzz.io/hub:latest
216
+
217
+
# apply hub k8s manifests
218
+
deploy-web:
219
+
kubectl apply -f deploy/hub-deployment.yaml
220
+
sed "s|HUB_DOMAIN_PLACEHOLDER|hub.waow.tech|g" deploy/hub-ingress.yaml | kubectl apply -f -
221
+
222
+
# build, push, and deploy hub
223
+
web: push-web deploy-web
+14
packages/mps/pyproject.toml
+14
packages/mps/pyproject.toml
+1
packages/mps/src/mps/__init__.py
+1
packages/mps/src/mps/__init__.py
···
1
+
"""shared utilities for my-prefect-server flows."""
+37
packages/mps/src/mps/db.py
+37
packages/mps/src/mps/db.py
···
1
+
"""DuckDB write helpers shared across flows."""
2
+
3
+
import datetime
4
+
5
+
import duckdb
6
+
7
+
8
+
def write_github_issues(items: list, db_path: str) -> int:
9
+
"""Upsert IssueOrPR items into raw_github_issues. Returns total row count."""
10
+
con = duckdb.connect(db_path)
11
+
con.execute("""
12
+
CREATE TABLE IF NOT EXISTS raw_github_issues (
13
+
repo VARCHAR, number INTEGER, type VARCHAR,
14
+
title VARCHAR, state VARCHAR, body VARCHAR, url VARCHAR,
15
+
labels VARCHAR[], created_at VARCHAR, updated_at VARCHAR,
16
+
"user" VARCHAR, comments INTEGER, reactions_total INTEGER,
17
+
fetched_at TIMESTAMP DEFAULT now(),
18
+
PRIMARY KEY (repo, number)
19
+
)
20
+
""")
21
+
rows = [
22
+
(
23
+
item.repo, item.number, item.type,
24
+
item.title, item.state, item.body, item.url,
25
+
item.labels, item.created_at, item.updated_at,
26
+
item.user, item.comments, item.reactions_total,
27
+
datetime.datetime.now(datetime.UTC),
28
+
)
29
+
for item in items
30
+
]
31
+
con.executemany(
32
+
"INSERT OR REPLACE INTO raw_github_issues VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)",
33
+
rows,
34
+
)
35
+
count = con.execute("SELECT count(*) FROM raw_github_issues").fetchone()[0]
36
+
con.close()
37
+
return count
+37
packages/mps/src/mps/github.py
+37
packages/mps/src/mps/github.py
···
1
+
"""GitHub API helpers and shared models."""
2
+
3
+
from typing import Literal
4
+
5
+
from pydantic import BaseModel
6
+
7
+
8
+
class IssueRef(BaseModel):
9
+
"""Parsed from a GitHub notification — what we need to fetch."""
10
+
repo: str
11
+
number: int
12
+
subject_type: Literal["Issue", "PullRequest"]
13
+
14
+
15
+
class IssueOrPR(BaseModel):
16
+
"""Fetched issue or PR data — persisted as JSON result."""
17
+
repo: str
18
+
number: int
19
+
type: str
20
+
title: str | None = None
21
+
state: str | None = None
22
+
body: str = ""
23
+
url: str | None = None
24
+
labels: list[str] = []
25
+
created_at: str | None = None
26
+
updated_at: str | None = None
27
+
user: str | None = None
28
+
comments: int = 0
29
+
reactions_total: int = 0
30
+
31
+
32
+
def gh_headers(token: str) -> dict[str, str]:
33
+
return {
34
+
"Authorization": f"Bearer {token}",
35
+
"Accept": "application/vnd.github+json",
36
+
"X-GitHub-Api-Version": "2022-11-28",
37
+
}
+10
-6
pyproject.toml
+10
-6
pyproject.toml
···
1
1
[project]
2
2
name = "my-prefect-server"
3
3
version = "0.1.0"
4
-
requires-python = ">=3.11"
4
+
requires-python = ">=3.14"
5
5
dependencies = [
6
-
"prefect>=3.0",
7
-
"httpx>=0.27",
8
-
"duckdb>=1.0",
6
+
"mps",
9
7
"dbt-duckdb>=1.9",
10
8
"prefect-dbt>=0.6",
11
9
]
12
10
11
+
[tool.uv.sources]
12
+
mps = { workspace = true }
13
+
14
+
[tool.uv.workspace]
15
+
members = ["packages/*"]
16
+
13
17
[dependency-groups]
14
18
dev = [
15
19
"ty>=0.0.23",
16
20
]
17
21
18
22
[tool.ty.src]
19
-
include = ["flows", "scripts"]
23
+
include = ["flows", "packages/mps/src"]
20
24
exclude = ["**/__pycache__", ".venv", ".git"]
21
25
22
26
[tool.ty.environment]
23
-
python-version = "3.11"
27
+
python-version = "3.14"
24
28
25
29
[tool.ty.terminal]
26
30
error-on-warning = true
+30
-780
uv.lock
+30
-780
uv.lock
···
1
1
version = 1
2
2
revision = 3
3
-
requires-python = ">=3.11"
4
-
resolution-markers = [
5
-
"python_full_version >= '3.13'",
6
-
"python_full_version < '3.13'",
3
+
requires-python = ">=3.14"
4
+
5
+
[manifest]
6
+
members = [
7
+
"mps",
8
+
"my-prefect-server",
7
9
]
8
10
9
11
[[package]]
···
80
82
source = { registry = "https://pypi.org/simple" }
81
83
dependencies = [
82
84
{ name = "idna" },
83
-
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
84
85
]
85
86
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86
87
wheels = [
···
118
119
]
119
120
120
121
[[package]]
121
-
name = "async-timeout"
122
-
version = "5.0.1"
123
-
source = { registry = "https://pypi.org/simple" }
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-
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-
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-
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127
-
]
128
-
129
-
[[package]]
130
122
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131
123
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132
124
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125
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1250
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1305
1054
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1306
1055
1307
1056
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1057
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1058
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1066
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1067
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1069
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1075
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1308
1076
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1332
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1335
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1336
-
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1337
-
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1338
-
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1339
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1340
1081
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1341
1082
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1342
1083
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···
1363
1104
source = { virtual = "." }
1364
1105
dependencies = [
1365
1106
{ name = "dbt-duckdb" },
1366
-
{ name = "duckdb" },
1367
-
{ name = "httpx" },
1368
-
{ name = "prefect" },
1107
+
{ name = "mps" },
1369
1108
{ name = "prefect-dbt" },
1370
1109
]
1371
1110
···
1377
1116
[package.metadata]
1378
1117
requires-dist = [
1379
1118
{ name = "dbt-duckdb", specifier = ">=1.9" },
1380
-
{ name = "duckdb", specifier = ">=1.0" },
1381
-
{ name = "httpx", specifier = ">=0.27" },
1382
-
{ name = "prefect", specifier = ">=3.0" },
1119
+
{ name = "mps", editable = "packages/mps" },
1383
1120
{ name = "prefect-dbt", specifier = ">=0.6" },
1384
1121
]
1385
1122
···
1432
1169
source = { registry = "https://pypi.org/simple" }
1433
1170
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1434
1171
wheels = [
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1582
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1583
-
1584
-
[[package]]
1585
1217
name = "pluggy"
1586
1218
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1587
1219
source = { registry = "https://pypi.org/simple" }
···
1626
1258
{ name = "orjson" },
1627
1259
{ name = "packaging" },
1628
1260
{ name = "pathspec" },
1629
-
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1630
1261
{ name = "pluggy" },
1631
1262
{ name = "prometheus-client" },
1632
1263
{ name = "pydantic" },
···
1650
1281
{ name = "typing-extensions" },
1651
1282
{ name = "uvicorn" },
1652
1283
{ name = "websockets" },
1653
-
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1284
+
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1654
1285
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1655
1286
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1656
1287
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1762
1393
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1763
1394
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1764
1395
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1803
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1804
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1805
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1806
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1807
1396
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1808
1397
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1809
1398
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1832
1421
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1833
1422
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1834
1423
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1835
-
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1836
-
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1837
-
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1838
-
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1839
-
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1840
-
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1841
-
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1842
-
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1843
-
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1844
-
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1845
-
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1846
-
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1847
-
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1848
-
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1849
-
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1850
-
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1851
1424
]
1852
1425
1853
1426
[[package]]
···
1975
1548
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1976
1549
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1977
1550
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1978
-
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1979
-
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1980
-
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1981
-
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1982
-
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1983
-
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1984
-
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1985
-
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1986
-
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1987
1551
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1988
1552
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1989
1553
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1995
1559
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1996
1560
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1997
1561
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1998
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1999
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2000
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2001
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2002
-
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2003
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2004
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2005
-
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2006
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2007
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2008
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2009
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2010
-
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2011
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2012
-
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2013
-
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2014
-
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2015
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2016
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2017
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2018
-
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2019
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2020
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2021
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2022
-
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2023
-
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2024
-
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2025
-
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2026
-
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2027
1562
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2028
1563
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2029
1564
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···
2057
1592
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2058
1593
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2059
1594
source = { registry = "https://pypi.org/simple" }
2060
-
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2061
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2062
-
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2063
1595
sdist = { url = "https://files.pythonhosted.org/packages/da/82/4d1a5279f6c1251d3d2a603a798a1137c657de9b12cfc1fba4858232c4d2/redis-7.3.0.tar.gz", hash = "sha256:4d1b768aafcf41b01022410b3cc4f15a07d9b3d6fe0c66fc967da2c88e551034", size = 4928081, upload-time = "2026-03-06T18:18:16.287Z" }
2064
1596
wheels = [
2065
1597
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···
2072
1604
dependencies = [
2073
1605
{ name = "attrs" },
2074
1606
{ name = "rpds-py" },
2075
-
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
2076
1607
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2077
1608
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2078
1609
wheels = [
···
2085
1616
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2086
1617
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2087
1618
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2088
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2089
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2090
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2091
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2092
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2093
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2094
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2095
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2096
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2097
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2098
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2099
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2100
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2101
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2102
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1751
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2358
1754
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2359
1755
2360
1756
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2372
1768
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1769
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1770
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1863
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1864
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1865
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2557
1896
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2558
1897
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2559
1898
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2560
-
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1900
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1901
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2038
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2039
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2040
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2041
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2731
2042
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2732
2043
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2745
2056
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2057
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2058
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2060
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2755
2061
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2758
2064
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2065
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2066
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2067
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2071
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2804
-
{ url = "https://files.pythonhosted.org/packages/eb/40/6ab4308550851209982b78692d14a9729bf20b6e814ddedf2658e46a6cd8/whenever-0.9.5-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:a8ce45c7271b85292e9d25e802543942b0249e73976c8614d676f0b561b25420", size = 733170, upload-time = "2026-01-11T19:46:39.457Z" },
2805
-
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2806
-
{ url = "https://files.pythonhosted.org/packages/ff/8e/94c4fba5ef73bb817c557e19bb75665cb5761e4badfb60950bd4d3cc5a01/whenever-0.9.5-cp313-cp313-win32.whl", hash = "sha256:4079eabfa21d1418bcc2c3d605e780cfec0ad8161317e12fa0f1ef87cb08fe7d", size = 416152, upload-time = "2026-01-11T19:47:32.083Z" },
2807
-
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2808
-
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2809
-
{ url = "https://files.pythonhosted.org/packages/a6/e9/4a9deeb616fbdf8e0c75fc78f13c37270d1d7e7ec776ffdf306262b8c593/whenever-0.9.5-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:6f4ae436a4db888cd5b48a88fb83ae3f70c468a7d0018cc9572e26e99b9f591f", size = 437247, upload-time = "2026-01-11T19:47:13.1Z" },
2810
-
{ url = "https://files.pythonhosted.org/packages/15/02/21866bddf5f819f1a3a59463f4637755590cb4045d25a50fb6ab60db97a6/whenever-0.9.5-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68b7c201fc49123159b1518147e48791e95a19cba0b3ebb646a446eb7e95148f", size = 451556, upload-time = "2026-01-11T19:45:31.645Z" },
2811
-
{ url = "https://files.pythonhosted.org/packages/51/14/2c84db8f23577ddfd6ecd90c8d192d21dfa75aea57cda44eb53048b27e69/whenever-0.9.5-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5d2a8dd9c565eacb199ff704d96fc95e74f6c324639d970cac3b4d80eefbaebb", size = 498034, upload-time = "2026-01-11T19:45:50.926Z" },
2812
-
{ url = "https://files.pythonhosted.org/packages/cc/37/cb69a10573382bbfd14954b5386bf5c47290551246d497a9aa733a5b5a8a/whenever-0.9.5-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e0d965ee9dafe1eb37ec273f7520e26b70d8b1bb075c06b0bb9e434363ca66fd", size = 487381, upload-time = "2026-01-11T19:46:10.752Z" },
2813
-
{ url = "https://files.pythonhosted.org/packages/47/c4/fcc0f886322f72c5d83ee669ed1aa253c4e58625e5bf64fede03a69aa7a0/whenever-0.9.5-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:035594337920cc9b9eb4531a97037971c109cc60e9a7a53e49e65722a1db7535", size = 520975, upload-time = "2026-01-11T19:46:21.789Z" },
2814
-
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2815
-
{ url = "https://files.pythonhosted.org/packages/ea/12/4fa12c102d6aa3190ce1f34dc9f709776e9c3b1537328c46b6444b9a1638/whenever-0.9.5-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:04755e5a2b802451332d2a18bf1c45d74f99cd16e61a0724fe763907f32cf7f8", size = 520068, upload-time = "2026-01-11T19:46:31.175Z" },
2816
-
{ url = "https://files.pythonhosted.org/packages/a7/e7/08d7c7e59130e8379240fda96cd68ae60435f6d6b6e356a5900c6856e48f/whenever-0.9.5-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:0f7a37894b9cfc1e68b23f25d19ac38da68454f6bf782eab4cfac58578092daa", size = 635235, upload-time = "2026-01-11T19:45:41.389Z" },
2817
-
{ url = "https://files.pythonhosted.org/packages/c1/6d/49c5566c5560606659dfed8dd49cadfa4d6a14b3f0d7a3d5a46a0c4e5624/whenever-0.9.5-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:55f10416bed357e0d1d1e4bf5e625974fe0a01348117161b4a0d2a69361c0efc", size = 769640, upload-time = "2026-01-11T19:46:00.112Z" },
2818
-
{ url = "https://files.pythonhosted.org/packages/b8/09/e05cdc29897b97f3e3c0ffd485bf165f779c6d89bc4c0c0a76592e7c2e8c/whenever-0.9.5-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:75bfb8c778db727230fa5e7e2e256615be287d00cb1132b93789525e4d1c5dc6", size = 731095, upload-time = "2026-01-11T19:46:40.693Z" },
2819
-
{ url = "https://files.pythonhosted.org/packages/1c/d1/dcb635c2951ed5a112d340f73bf3cc81d69d1af7c0b1a33d0ca9d3299a26/whenever-0.9.5-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5bdc5ca9cddc9264d587469d994e046ae9c55cfdb6b9048927fe2922ae8763a1", size = 694782, upload-time = "2026-01-11T19:47:01.532Z" },
2820
-
{ url = "https://files.pythonhosted.org/packages/56/06/1544751be5e96aeefb59b5fedc1f8f4b0f238197ce21496d5960da20f18c/whenever-0.9.5-cp313-cp313t-win32.whl", hash = "sha256:274b7acfdc1fdfb29ab55299ce0a90cabedd079ff9940e24d05e3de4b04e1638", size = 415984, upload-time = "2026-01-11T19:47:33.34Z" },
2821
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{ url = "https://files.pythonhosted.org/packages/ab/0e/c87cf223816731718e5fef792b1f8c6d124c9fcbec677d4b7c9fcfe8f44f/whenever-0.9.5-cp313-cp313t-win_amd64.whl", hash = "sha256:7c9429fa1249aa39385716644453d9a4de0974b537974988b175d3ba7175a43f", size = 438641, upload-time = "2026-01-11T19:47:44.295Z" },
2822
2072
{ url = "https://files.pythonhosted.org/packages/d7/e4/5e78fc3b8a2bc84e0f055a89a9f4eabc06bc435463ea112265e1e73592f5/whenever-0.9.5-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:e381120682f6675cccbcba13b4c88b033f31167f820c161936fa99556e455f03", size = 468861, upload-time = "2026-01-11T19:47:24.176Z" },
2823
2073
{ url = "https://files.pythonhosted.org/packages/e8/a3/bd597dff8c82b2a1568813015ff25f3df2b6817872c8061176f04e3aad0f/whenever-0.9.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:caa7be36a609d765b9ea1c49159c446521b6ac33ff60b67214aa019713e05dda", size = 441322, upload-time = "2026-01-11T19:47:14.184Z" },
2824
2074
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+10
web/Dockerfile
+10
web/Dockerfile
web/bun.lockb
web/bun.lockb
This is a binary file and will not be displayed.
+25
web/package.json
+25
web/package.json
···
1
+
{
2
+
"name": "hub",
3
+
"version": "0.0.1",
4
+
"private": true,
5
+
"type": "module",
6
+
"scripts": {
7
+
"dev": "vite dev",
8
+
"build": "vite build",
9
+
"preview": "vite preview"
10
+
},
11
+
"devDependencies": {
12
+
"@sveltejs/adapter-node": "^5.2.0",
13
+
"@sveltejs/kit": "^2.9.0",
14
+
"@sveltejs/vite-plugin-svelte": "^5.0.0",
15
+
"autoprefixer": "^10.4.20",
16
+
"postcss": "^8.4.49",
17
+
"svelte": "^5.0.0",
18
+
"tailwindcss": "^3.4.17",
19
+
"typescript": "^5.7.2",
20
+
"vite": "^6.0.0"
21
+
},
22
+
"dependencies": {
23
+
"@duckdb/node-api": "1.5.0-r.1"
24
+
}
25
+
}
+6
web/postcss.config.js
+6
web/postcss.config.js
+12
web/src/app.html
+12
web/src/app.html
···
1
+
<!doctype html>
2
+
<html lang="en">
3
+
<head>
4
+
<meta charset="utf-8" />
5
+
<link rel="icon" href="%sveltekit.assets%/favicon.svg" type="image/svg+xml" />
6
+
<meta name="viewport" content="width=device-width, initial-scale=1" />
7
+
%sveltekit.head%
8
+
</head>
9
+
<body data-sveltekit-preload-data="hover">
10
+
<div style="display: contents">%sveltekit.body%</div>
11
+
</body>
12
+
</html>
+39
web/src/lib/server/db.ts
+39
web/src/lib/server/db.ts
···
1
+
import { DuckDBInstance } from '@duckdb/node-api';
2
+
import { copyFileSync, statSync } from 'fs';
3
+
4
+
const srcPath = process.env.DUCKDB_PATH ?? '/analytics/analytics.duckdb';
5
+
const snapPath = '/tmp/hub_analytics_snapshot.duckdb';
6
+
7
+
let instance: DuckDBInstance | null = null;
8
+
let snapMtime = 0;
9
+
10
+
async function getInstance(): Promise<DuckDBInstance> {
11
+
// refresh snapshot whenever the source file has changed
12
+
let srcMtime = 0;
13
+
try {
14
+
srcMtime = statSync(srcPath).mtimeMs;
15
+
} catch {
16
+
throw new Error(`analytics db not found at ${srcPath}`);
17
+
}
18
+
19
+
if (!instance || srcMtime > snapMtime) {
20
+
instance = null;
21
+
// flock() is advisory on Linux — copyFileSync reads through the write lock
22
+
copyFileSync(srcPath, snapPath);
23
+
snapMtime = srcMtime;
24
+
instance = await DuckDBInstance.create(snapPath, { access_mode: 'READ_ONLY' });
25
+
}
26
+
27
+
return instance;
28
+
}
29
+
30
+
export async function query<T = Record<string, unknown>>(sql: string): Promise<T[]> {
31
+
const db = await getInstance();
32
+
const conn = await db.connect();
33
+
try {
34
+
const reader = await conn.runAndReadAll(sql);
35
+
return reader.getRowObjects() as T[];
36
+
} finally {
37
+
conn.closeSync();
38
+
}
39
+
}
+8
web/src/routes/+layout.svelte
+8
web/src/routes/+layout.svelte
+43
web/src/routes/+page.server.ts
+43
web/src/routes/+page.server.ts
···
1
+
import { query } from '$lib/server/db';
2
+
3
+
interface Stats {
4
+
tracked: number;
5
+
open: number;
6
+
with_reactions: number;
7
+
repos: number;
8
+
}
9
+
10
+
interface ActionItem {
11
+
repo: string;
12
+
number: number;
13
+
type: string;
14
+
title: string;
15
+
url: string;
16
+
user: string;
17
+
labels: string;
18
+
comments: number;
19
+
reactions_total: number;
20
+
importance_score: number;
21
+
updated_at: string;
22
+
}
23
+
24
+
export async function load() {
25
+
const [stats] = await query<Stats>(`
26
+
SELECT
27
+
count(*)::INT as tracked,
28
+
count(*) FILTER (WHERE state = 'open')::INT as open,
29
+
count(*) FILTER (WHERE reactions_total > 0)::INT as with_reactions,
30
+
count(DISTINCT repo)::INT as repos
31
+
FROM raw_github_issues
32
+
`);
33
+
34
+
const items = await query<ActionItem>(`
35
+
SELECT repo, number, type, title, url, "user",
36
+
array_to_string(labels, ', ') AS labels,
37
+
comments, reactions_total, importance_score, updated_at
38
+
FROM github_action_items
39
+
ORDER BY importance_score DESC
40
+
`);
41
+
42
+
return { stats, items };
43
+
}
+99
web/src/routes/+page.svelte
+99
web/src/routes/+page.svelte
···
1
+
<script>
2
+
let { data } = $props();
3
+
4
+
const stats = $derived(data.stats);
5
+
const items = $derived(data.items);
6
+
</script>
7
+
8
+
<svelte:head>
9
+
<title>hub</title>
10
+
</svelte:head>
11
+
12
+
<div class="px-6 py-8 max-w-screen-xl mx-auto">
13
+
<header class="mb-8">
14
+
<h1 class="text-xl font-light tracking-widest text-gray-500 lowercase">hub</h1>
15
+
</header>
16
+
17
+
<!-- stat tiles -->
18
+
<div class="grid grid-cols-4 gap-4 mb-10">
19
+
<div class="bg-gray-800 rounded-lg px-5 py-4">
20
+
<p class="text-3xl font-semibold text-gray-100">{stats.tracked}</p>
21
+
<p class="text-xs text-gray-400 mt-1 uppercase tracking-wider">tracked</p>
22
+
</div>
23
+
<div class="bg-gray-800 rounded-lg px-5 py-4">
24
+
<p class="text-3xl font-semibold text-gray-100">{stats.open}</p>
25
+
<p class="text-xs text-gray-400 mt-1 uppercase tracking-wider">open</p>
26
+
</div>
27
+
<div class="bg-gray-800 rounded-lg px-5 py-4">
28
+
<p class="text-3xl font-semibold text-gray-100">{stats.with_reactions}</p>
29
+
<p class="text-xs text-gray-400 mt-1 uppercase tracking-wider">with reactions</p>
30
+
</div>
31
+
<div class="bg-gray-800 rounded-lg px-5 py-4">
32
+
<p class="text-3xl font-semibold text-gray-100">{stats.repos}</p>
33
+
<p class="text-xs text-gray-400 mt-1 uppercase tracking-wider">repos</p>
34
+
</div>
35
+
</div>
36
+
37
+
<!-- action items table -->
38
+
<div class="bg-gray-900 rounded-lg overflow-hidden">
39
+
<table class="w-full text-sm">
40
+
<thead>
41
+
<tr class="border-b border-gray-800">
42
+
<th class="text-left px-4 py-3 text-gray-400 font-normal">repo</th>
43
+
<th class="text-left px-4 py-3 text-gray-400 font-normal">#</th>
44
+
<th class="text-left px-4 py-3 text-gray-400 font-normal">type</th>
45
+
<th class="text-left px-4 py-3 text-gray-400 font-normal">title</th>
46
+
<th class="text-left px-4 py-3 text-gray-400 font-normal">user</th>
47
+
<th class="text-left px-4 py-3 text-gray-400 font-normal">labels</th>
48
+
<th class="text-right px-4 py-3 text-gray-400 font-normal">score</th>
49
+
<th class="text-right px-4 py-3 text-gray-400 font-normal">updated</th>
50
+
</tr>
51
+
</thead>
52
+
<tbody>
53
+
{#each items as item (item.repo + '#' + item.number)}
54
+
<tr class="border-b border-gray-800/50 hover:bg-gray-800/60 transition-colors">
55
+
<td class="px-4 py-3 text-gray-400 font-mono text-xs whitespace-nowrap">
56
+
{item.repo}
57
+
</td>
58
+
<td class="px-4 py-3 text-gray-500 font-mono text-xs whitespace-nowrap">
59
+
{item.number}
60
+
</td>
61
+
<td class="px-4 py-3 whitespace-nowrap">
62
+
{#if item.type === 'pr'}
63
+
<span class="inline-block px-2 py-0.5 rounded-full text-xs bg-violet-900/60 text-violet-300 border border-violet-700/40">
64
+
pr
65
+
</span>
66
+
{:else}
67
+
<span class="inline-block px-2 py-0.5 rounded-full text-xs bg-emerald-900/60 text-emerald-300 border border-emerald-700/40">
68
+
issue
69
+
</span>
70
+
{/if}
71
+
</td>
72
+
<td class="px-4 py-3 max-w-xs">
73
+
<a
74
+
href={item.url}
75
+
target="_blank"
76
+
rel="noopener noreferrer"
77
+
class="text-gray-200 hover:text-white hover:underline truncate block"
78
+
>
79
+
{item.title}
80
+
</a>
81
+
</td>
82
+
<td class="px-4 py-3 text-gray-400 text-xs whitespace-nowrap">
83
+
{item.user}
84
+
</td>
85
+
<td class="px-4 py-3 text-gray-500 text-xs">
86
+
{item.labels}
87
+
</td>
88
+
<td class="px-4 py-3 text-right text-gray-300 font-mono text-xs whitespace-nowrap">
89
+
{item.importance_score.toFixed(1)}
90
+
</td>
91
+
<td class="px-4 py-3 text-right text-gray-500 font-mono text-xs whitespace-nowrap">
92
+
{item.updated_at.slice(0, 10)}
93
+
</td>
94
+
</tr>
95
+
{/each}
96
+
</tbody>
97
+
</table>
98
+
</div>
99
+
</div>
+4
web/static/favicon.svg
+4
web/static/favicon.svg
···
1
+
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32" fill="none">
2
+
<rect width="32" height="32" rx="6" fill="#030712"/>
3
+
<text x="50%" y="50%" dominant-baseline="central" text-anchor="middle" fill="#6366f1" font-family="monospace" font-size="18" font-weight="bold">h</text>
4
+
</svg>
+12
web/svelte.config.js
+12
web/svelte.config.js
···
1
+
import adapter from '@sveltejs/adapter-node';
2
+
import { vitePreprocess } from '@sveltejs/vite-plugin-svelte';
3
+
4
+
/** @type {import('@sveltejs/kit').Config} */
5
+
const config = {
6
+
preprocess: vitePreprocess(),
7
+
kit: {
8
+
adapter: adapter()
9
+
}
10
+
};
11
+
12
+
export default config;
+8
web/tailwind.config.js
+8
web/tailwind.config.js
+13
web/tsconfig.json
+13
web/tsconfig.json
···
1
+
{
2
+
"extends": "./.svelte-kit/tsconfig.json",
3
+
"compilerOptions": {
4
+
"allowJs": true,
5
+
"checkJs": true,
6
+
"esModuleInterop": true,
7
+
"forceConsistentCasingInFileNames": true,
8
+
"resolveJsonModule": true,
9
+
"skipLibCheck": true,
10
+
"sourceMap": true,
11
+
"strict": true
12
+
}
13
+
}