From e2734a3db5cb5c2fd26894972036982142e1b974 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Gi=C3=B2=20Diani?= <mail@gionathandiani.name>
Date: Mon, 4 Nov 2024 21:36:34 +0100
Subject: [PATCH] =?UTF-8?q?Pakete=20polars=20und=20fastAPI=20hinzugef?=
 =?UTF-8?q?=C3=BCgt,=20Database=20Klasse=20verbessert,=20FastAPI=20route?=
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Content-Transfer-Encoding: 8bit

---
 pixi.lock              | 6460 ++++++++++++++++++++++++++++++++++++++--
 pyproject.toml         |    3 +
 src/dashboard/main.py  |   22 +
 src/data/__init__.py   |    5 +-
 src/data/database.py   |   51 +-
 src/gio/index.html     |   66 +
 src/gio/test_duckdb.py |   14 +-
 7 files changed, 6362 insertions(+), 259 deletions(-)
 create mode 100644 src/dashboard/main.py
 create mode 100644 src/gio/index.html

diff --git a/pixi.lock b/pixi.lock
index ba07af5..38ba057 100644
--- a/pixi.lock
+++ b/pixi.lock
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   - tk >=8.6.13,<8.7.0a0
   - tzdata
   - xz >=5.2.6,<6.0a0
+  constrains:
+  - python_abi 3.12.* *_cp312
   license: Python-2.0
   purls: []
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+  size: 12975439
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   name: python
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+  version: 3.12.7
+  build: h8f8b54e_0_cpython
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+  url: https://conda.anaconda.org/conda-forge/osx-64/python-3.12.7-h8f8b54e_0_cpython.conda
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+  - libsqlite >=3.46.1,<4.0a0
+  - libzlib >=1.3.1,<2.0a0
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+  - readline >=8.2,<9.0a0
+  - tk >=8.6.13,<8.7.0a0
+  - tzdata
+  - xz >=5.2.6,<6.0a0
+  constrains:
+  - python_abi 3.12.* *_cp312
+  license: Python-2.0
+  purls: []
+  size: 13761315
+  timestamp: 1728058247482
+- kind: conda
+  name: python
+  version: 3.12.7
+  build: hc5c86c4_0_cpython
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/python-3.13.0-h9ebbce0_100_cp313.conda
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-  md5: 08e9aef080f33daeb192b2ddc7e4721f
+  url: https://conda.anaconda.org/conda-forge/linux-64/python-3.12.7-hc5c86c4_0_cpython.conda
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+  md5: 0515111a9cdf69f83278f7c197db9807
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   - libffi >=3.4,<4.0a0
   - libgcc >=13
-  - libmpdec >=4.0.0,<5.0a0
+  - libnsl >=2.0.1,<2.1.0a0
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   - libuuid >=2.38.1,<3.0a0
+  - libxcrypt >=4.4.36
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   - openssl >=3.3.2,<4.0a0
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   - readline >=8.2,<9.0a0
   - tk >=8.6.13,<8.7.0a0
   - tzdata
   - xz >=5.2.6,<6.0a0
+  constrains:
+  - python_abi 3.12.* *_cp312
   license: Python-2.0
   purls: []
-  size: 33112481
-  timestamp: 1728419573472
+  size: 31574780
+  timestamp: 1728059777603
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   name: python
   version: 3.13.0
@@ -1871,45 +6967,64 @@ packages:
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   name: python-duckdb
   version: 1.1.2
-  build: py313h46c70d0_1
+  build: py312h2ec8cdc_1
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-  url: https://conda.anaconda.org/conda-forge/linux-64/python-duckdb-1.1.2-py313h46c70d0_1.conda
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-  md5: 4296ba4df5f58c9ffaf4302bac3c9bc3
+  url: https://conda.anaconda.org/conda-forge/linux-64/python-duckdb-1.1.2-py312h2ec8cdc_1.conda
+  sha256: 4ce067de82f21274db2266450e4135ab80a304675cca12686017fd7468e7e56d
+  md5: a4a664f5daf6fdbd4a9fc769f737daf0
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   - libgcc >=13
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-  - python >=3.13,<3.14.0a0
-  - python_abi 3.13.* *_cp313
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
   license: MIT
   license_family: MIT
   purls:
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-  size: 24292558
-  timestamp: 1729759068392
+  size: 24297234
+  timestamp: 1729758616838
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   name: python-duckdb
   version: 1.1.2
-  build: py313h4e5f155_1
+  build: py312hae40c12_1
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-  url: https://conda.anaconda.org/conda-forge/osx-arm64/python-duckdb-1.1.2-py313h4e5f155_1.conda
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-  md5: 9df58965bc0c19e1369863ef6e06702b
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+  url: https://conda.anaconda.org/conda-forge/osx-64/python-duckdb-1.1.2-py312hae40c12_1.conda
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+  - __osx >=10.13
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-  - python >=3.13,<3.14.0a0 *_cp313
-  - python_abi 3.13.* *_cp313
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
   license: MIT
   license_family: MIT
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-  size: 20450099
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+  size: 22094128
+  timestamp: 1729758973649
+- kind: conda
+  name: python-duckdb
+  version: 1.1.2
+  build: py312hf02c72a_0
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/python-duckdb-1.1.2-py312hf02c72a_0.conda
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+  - python >=3.12,<3.13.0a0 *_cpython
+  - python_abi 3.12.* *_cp312
+  license: MIT
+  license_family: MIT
+  purls:
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+  size: 20490496
+  timestamp: 1728922117501
 - kind: conda
   name: python-duckdb
   version: 1.1.2
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   timestamp: 1729759016226
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-  name: python-duckdb
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-  build: py313hc1eae12_1
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-  md5: ecfdd657208d47c39bbeb892ff0f110d
+  name: python-multipart
+  version: 0.0.17
+  build: pyhff2d567_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/python-multipart-0.0.17-pyhff2d567_0.conda
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+  md5: a08ea55eb3ad403b12639cd3a4a8d28f
   depends:
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-  - libcxx >=17
-  - python >=3.13,<3.14.0a0
-  - python_abi 3.13.* *_cp313
-  license: MIT
-  license_family: MIT
+  - python >=3.8
+  license: Apache-2.0
+  license_family: Apache
   purls:
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-  size: 22107254
-  timestamp: 1729758889263
+  - pkg:pypi/python-multipart?source=hash-mapping
+  size: 27810
+  timestamp: 1730382122271
 - kind: conda
   name: python-tzdata
   version: '2024.2'
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   name: python_abi
-  version: '3.13'
-  build: 5_cp313
+  version: '3.12'
+  build: 5_cp312
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   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.13-5_cp313.conda
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-  md5: 381bbd2a92c863f640a55b6ff3c35161
+  url: https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.12-5_cp312.conda
+  sha256: d10e93d759931ffb6372b45d65ff34d95c6000c61a07e298d162a3bc2accebb0
+  md5: 0424ae29b104430108f5218a66db7260
   constrains:
-  - python 3.13.* *_cp313
+  - python 3.12.* *_cpython
   license: BSD-3-Clause
   license_family: BSD
   purls: []
-  size: 6217
-  timestamp: 1723823393322
+  size: 6238
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   name: python_abi
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+  version: '3.12'
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   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/python_abi-3.13-5_cp313.conda
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+  url: https://conda.anaconda.org/conda-forge/osx-64/python_abi-3.12-5_cp312.conda
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+  md5: c34dd4920e0addf7cfcc725809f25d8e
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+  - python 3.12.* *_cpython
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   license_family: BSD
   purls: []
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   name: python_abi
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+  version: '3.12'
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   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/python_abi-3.13-5_cp313.conda
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-  md5: b8e82d0a5c1664638f87f63cc5d241fb
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/python_abi-3.12-5_cp312.conda
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+  md5: b76f9b1c862128e56ac7aa8cd2333de9
   constrains:
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+  - python 3.12.* *_cpython
   license: BSD-3-Clause
   license_family: BSD
   purls: []
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   name: python_abi
   version: '3.13'
@@ -2049,6 +7161,154 @@ packages:
   - pkg:pypi/pytz?source=hash-mapping
   size: 188538
   timestamp: 1706886944988
+- kind: conda
+  name: pyyaml
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+  build: py312h024a12e_1
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+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/pyyaml-6.0.2-py312h024a12e_1.conda
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+  - python >=3.12,<3.13.0a0 *_cpython
+  - python_abi 3.12.* *_cp312
+  - yaml >=0.2.5,<0.3.0a0
+  license: MIT
+  license_family: MIT
+  purls:
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+  size: 187143
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+  build: py312h66e93f0_1
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+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/pyyaml-6.0.2-py312h66e93f0_1.conda
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+  - python_abi 3.12.* *_cp312
+  - yaml >=0.2.5,<0.3.0a0
+  license: MIT
+  license_family: MIT
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+  url: https://conda.anaconda.org/conda-forge/osx-64/pyyaml-6.0.2-py312hb553811_1.conda
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+  license: MIT
+  license_family: MIT
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+  url: https://conda.anaconda.org/conda-forge/win-64/pyyaml-6.0.2-py313ha7868ed_1.conda
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+  license: BSD-3-Clause
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+  url: https://conda.anaconda.org/conda-forge/win-64/re2-2024.07.02-hd3b24a8_1.conda
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   name: readline
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@@ -2098,6 +7358,60 @@ packages:
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+  license: MIT
+  license_family: MIT
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+  url: https://conda.anaconda.org/conda-forge/linux-64/s2n-1.5.6-h0e56266_0.conda
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   size: 14259
   timestamp: 1620240338595
+- kind: conda
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+  md5: d7e08fcf8259d742156188e8762b4d20
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 84237
+  timestamp: 1641347062780
+- kind: conda
+  name: yaml
+  version: 0.2.5
+  build: h3422bc3_2
+  build_number: 2
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/yaml-0.2.5-h3422bc3_2.tar.bz2
+  sha256: 93181a04ba8cfecfdfb162fc958436d868cc37db504c58078eab4c1a3e57fbb7
+  md5: 4bb3f014845110883a3c5ee811fd84b4
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 88016
+  timestamp: 1641347076660
+- kind: conda
+  name: yaml
+  version: 0.2.5
+  build: h7f98852_2
+  build_number: 2
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h7f98852_2.tar.bz2
+  sha256: a4e34c710eeb26945bdbdaba82d3d74f60a78f54a874ec10d373811a5d217535
+  md5: 4cb3ad778ec2d5a7acbdf254eb1c42ae
+  depends:
+  - libgcc-ng >=9.4.0
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 89141
+  timestamp: 1641346969816
+- kind: conda
+  name: yaml
+  version: 0.2.5
+  build: h8ffe710_2
+  build_number: 2
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/yaml-0.2.5-h8ffe710_2.tar.bz2
+  sha256: 4e2246383003acbad9682c7c63178e2e715ad0eb84f03a8df1fbfba455dfedc5
+  md5: adbfb9f45d1004a26763652246a33764
+  depends:
+  - vc >=14.1,<15.0a0
+  - vs2015_runtime >=14.16.27012
+  license: MIT
+  license_family: MIT
+  purls: []
+  size: 63274
+  timestamp: 1641347623319
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: h0ea2cb4_0
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstd-1.5.6-h0ea2cb4_0.conda
+  sha256: 768e30dc513568491818fb068ee867c57c514b553915536da09e5d10b4ebf3c3
+  md5: 9a17230f95733c04dc40a2b1e5491d74
+  depends:
+  - libzlib >=1.2.13,<2.0.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 349143
+  timestamp: 1714723445995
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: h915ae27_0
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstd-1.5.6-h915ae27_0.conda
+  sha256: efa04a98cb149643fa54c4dad5a0179e36a5fbc88427ea0eec88ceed87fd0f96
+  md5: 4cb2cd56f039b129bb0e491c1164167e
+  depends:
+  - __osx >=10.9
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 498900
+  timestamp: 1714723303098
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: ha6fb4c9_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.6-ha6fb4c9_0.conda
+  sha256: c558b9cc01d9c1444031bd1ce4b9cff86f9085765f17627a6cd85fc623c8a02b
+  md5: 4d056880988120e29d75bfff282e0f45
+  depends:
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 554846
+  timestamp: 1714722996770
+- kind: conda
+  name: zstd
+  version: 1.5.6
+  build: hb46c0d2_0
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstd-1.5.6-hb46c0d2_0.conda
+  sha256: 2d4fd1ff7ee79cd954ca8e81abf11d9d49954dd1fef80f27289e2402ae9c2e09
+  md5: d96942c06c3e84bfcc5efb038724a7fd
+  depends:
+  - __osx >=11.0
+  - libzlib >=1.2.13,<2.0.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  purls: []
+  size: 405089
+  timestamp: 1714723101397
diff --git a/pyproject.toml b/pyproject.toml
index 9d05c2f..de38cf3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,3 +25,6 @@ pandas = ">=2.2.3,<3"
 plotly = ">=5.24.1,<6"
 duckdb = ">=1.1.2,<2"
 python-dotenv = ">=1.0.1,<2"
+fastapi = ">=0.115.4,<0.116"
+polars = ">=0.20.26,<2"
+pyarrow = ">=18.0.0,<19"
diff --git a/src/dashboard/main.py b/src/dashboard/main.py
new file mode 100644
index 0000000..17275ac
--- /dev/null
+++ b/src/dashboard/main.py
@@ -0,0 +1,22 @@
+from typing import Union
+
+import polars as pl
+from fastapi import FastAPI, Response
+
+import data
+
+d = data.load()
+
+app = FastAPI()
+
+
+@app.get("/")
+def read_root():
+    return {"Hello": "World"}
+
+@app.get("/items/{item_id}")
+def read_item(item_id: int):
+	ext = d.extractions_for(item_id).pl()
+	out = ext.with_columns(pl.col("calendar").str.extract_all(r"([0-9]{4}-[0-9]{2}-[0-9]{2})|[0-2]").alias("calendar_data"))
+	out = out.drop(['calendar', 'property_id'])
+	return Response(content=out.write_json(), media_type="application/json")
\ No newline at end of file
diff --git a/src/data/__init__.py b/src/data/__init__.py
index 83dafbd..d1d5148 100644
--- a/src/data/__init__.py
+++ b/src/data/__init__.py
@@ -4,7 +4,10 @@ from dotenv import load_dotenv
 
 from data import database
 
-load_dotenv(dotenv_path='../.env')
+dirname = os.path.dirname(__file__)
+envfile = os.path.join(dirname, '../.env')
+
+load_dotenv(dotenv_path=envfile)
 
 def load():
 	return database.Database(path=os.getenv('DATABASE'))
\ No newline at end of file
diff --git a/src/data/database.py b/src/data/database.py
index f408455..4bffc24 100644
--- a/src/data/database.py
+++ b/src/data/database.py
@@ -1,3 +1,5 @@
+from threading import Thread, current_thread
+
 import duckdb
 
 
@@ -18,7 +20,8 @@ class Database:
 		).fetchone()
 
 	def __init__(self, path):
-		self.connection = duckdb.connect(database = path)
+		duckdb_connection = duckdb.connect(database = path, read_only=True)
+		self.connection = duckdb_connection.cursor()
 		
 		# Install spatial extension if not already installed
 		spatial_installed = self.check_duckdb_extensions(extension='spatial')
@@ -26,6 +29,7 @@ class Database:
 			self.connection.sql("INSTALL spatial")
 
 
+
 	def db_overview(self):
 		return self.connection.sql("DESCRIBE;").show()
 
@@ -49,7 +53,7 @@ class Database:
 				consultancy_d.properties 
 			GROUP BY 
 				date;
-			""").show()		
+			""")
 	
 	def properties_per_region(self):
 		return self.connection.sql("""
@@ -65,7 +69,7 @@ class Database:
 			GROUP BY 
 				properties.seed_id, 
 				regions.name
-			""").show()
+			""")
 
 	def properties_unreachable(self):
 		return self.connection.sql("""
@@ -178,5 +182,46 @@ class Database:
 			
 			""")
 
+	def properties_exceptions(self):
+		return self.connection.sql("""
+			SELECT
+			  JSON_EXTRACT(exception, '$.status') AS exception_status,
+			  COUNT(JSON_EXTRACT(exception, '$.status')) AS exception_count
+			FROM
+			  consultancy_d.exceptions
+			WHERE
+			  type != 'property'
+			GROUP BY
+			  JSON_EXTRACT(exception, '$.status')
+		""")
+
+	def extractions(self):
+		return self.connection.sql("""
+			SELECT
+			  JSON_EXTRACT(exception, '$.status') AS exception_status,
+			  COUNT(JSON_EXTRACT(exception, '$.status')) AS exception_count
+			FROM
+			  consultancy_d.extractions
+			WHERE
+			  type != 'property'
+			GROUP BY
+			  extractions.date
+		""")
+
+	def extractions_for(self, property_id):
+		return self.connection.sql(f"""
+			SELECT 
+				JSON_EXTRACT(body, '$.content.days') as calendar,
+				property_id,
+				created_at 
+			FROM 
+				consultancy_d.extractions
+			WHERE
+				type == 'calendar' AND
+				property_id = {property_id}
+			ORDER BY
+				property_id
+		""")
+
 
 
diff --git a/src/gio/index.html b/src/gio/index.html
new file mode 100644
index 0000000..a082905
--- /dev/null
+++ b/src/gio/index.html
@@ -0,0 +1,66 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+	<meta charset="UTF-8">
+	<meta name="viewport" content="width=device-width, initial-scale=1.0">
+	<title>Document</title>
+	<script src=" https://cdn.jsdelivr.net/npm/echarts@5.5.1/dist/echarts.min.js "></script>
+</head>
+<body>
+<div style="width: 100%; height: 800px;" id="main"></div>
+
+<script type="text/javascript">
+
+var chartDom = document.getElementById('main');
+var myChart = echarts.init(chartDom);
+var option;
+
+function getVirtualData(year) {
+  const date = +echarts.time.parse(year + '-01-01');
+  const end = +echarts.time.parse(+year + 1 + '-01-01');
+  const dayTime = 3600 * 24 * 1000;
+  const data = [];
+  for (let time = date; time < end; time += dayTime) {
+    data.push([
+      echarts.time.format(time, '{yyyy}-{MM}-{dd}', false),
+      Math.floor(Math.random() * 1000)
+    ]);
+  }
+  return data;
+}
+
+console.log(getVirtualData('2017'))
+
+option = {
+  tooltip: {
+    position: 'top'
+  },
+  visualMap: {
+    min: 0,
+    max: 1000,
+    calculable: true,
+    orient: 'horizontal',
+    left: 'center',
+    top: 'top'
+  },
+  calendar: [
+    {
+      range: '2024',
+      cellSize: ['auto', 20]
+    },
+  ],
+  series: [
+    {
+      type: 'heatmap',
+      coordinateSystem: 'calendar',
+      calendarIndex: 0,
+      data: getVirtualData('2017')
+    },
+  ]
+};
+
+option && myChart.setOption(option);
+
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/src/gio/test_duckdb.py b/src/gio/test_duckdb.py
index c3cbdce..33939bc 100644
--- a/src/gio/test_duckdb.py
+++ b/src/gio/test_duckdb.py
@@ -1,4 +1,16 @@
+import polars as pl
+
 import data
 
 inst = data.load()
-inst.properties_distance().show()
\ No newline at end of file
+test = inst.extractions_for(1).pl()
+
+out = test.with_columns(
+    pl.col("calendar").str.extract_all(r"([0-9]{4}-[0-9]{2}-[0-9]{2})|[0-2]").alias("extracted_cal"),
+)
+out = out.drop(['calendar', 'property_id'])
+
+print(out.to_dict(as_series=True))
+
+
+