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jcristjcrist
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Update notebooks
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‎tutorial/01-Introduction-to-Ibis.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!curl -LsS -o $TEMPDIR/geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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"!curl -LsS -o geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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]
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},
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{
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import tempfile\n",
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"\n",
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"connection = ibis.sqlite.connect(\n",
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" os.path.join(tempfile.gettempdir(), 'geography.db')\n",
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")"
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"connection = ibis.sqlite.connect('geography.db')"
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]
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},
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{
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.4"
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"version": "3.10.5"
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}
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},
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"nbformat": 4,

‎tutorial/02-Aggregates-Joins.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!curl -LsS -o $TEMPDIR/geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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"!curl -LsS -o geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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]
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},
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{
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import tempfile\n",
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"\n",
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"import ibis\n",
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"\n",
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"ibis.options.interactive = True\n",
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"\n",
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"connection = ibis.sqlite.connect(\n",
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" os.path.join(tempfile.gettempdir(), 'geography.db')\n",
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")\n",
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"connection = ibis.sqlite.connect('geography.db')\n",
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"countries = connection.table('countries')\n",
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"\n",
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"countries['name', 'continent', 'area_km2', 'population']"
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.4"
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"version": "3.10.5"
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}
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},
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"nbformat": 4,

‎tutorial/03-Expressions-Lazy-Mode-Logging.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!curl -LsS -o $TEMPDIR/geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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"!curl -LsS -o geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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]
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},
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{
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import tempfile\n",
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"\n",
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"import ibis\n",
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"\n",
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"connection = ibis.sqlite.connect(\n",
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" os.path.join(tempfile.gettempdir(), 'geography.db')\n",
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")\n",
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"connection = ibis.sqlite.connect('geography.db')\n",
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"countries = connection.table('countries')"
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]
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.4"
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"version": "3.10.5"
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}
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},
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"nbformat": 4,

‎tutorial/04-More-Value-Expressions.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!curl -LsS -o $TEMPDIR/geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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"!curl -LsS -o geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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]
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},
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{
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import tempfile\n",
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"\n",
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"import ibis\n",
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"\n",
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"ibis.options.interactive = True\n",
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"\n",
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"connection = ibis.sqlite.connect(\n",
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" os.path.join(tempfile.gettempdir(), 'geography.db')\n",
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")"
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"connection = ibis.sqlite.connect('geography.db')"
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]
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},
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{
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.4"
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"version": "3.10.5"
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}
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},
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"nbformat": 4,

‎tutorial/05-IO-Create-Insert-External-Data.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import tempfile\n",
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"from pathlib import Path\n",
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"from urllib.request import urlretrieve\n",
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"\n",
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"tempdir = Path(tempfile.gettempdir())\n",
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"geography_db_file = tempdir / 'geography.db'\n",
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"\n",
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"if geography_db_file.exists():\n",
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" geography_db_file.unlink()\n",
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"\n",
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"_ = urlretrieve(\n",
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" 'https://storage.googleapis.com/ibis-tutorial-data/geography.db',\n",
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" geography_db_file,\n",
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")"
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"!curl -LsS -o geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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]
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{
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"source": [
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"import ibis\n",
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"\n",
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"ibis.options.interactive = True\n",
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"\n",
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"connection = ibis.sqlite.connect(geography_db_file)"
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"connection = ibis.sqlite.connect('geography.db')"
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]
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{
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"source": [
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"students_db_file = tempdir / \"ibis_tutorial_students.duckdb\"\n",
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"if students_db_file.exists():\n",
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" students_db_file.unlink()\n",
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"\n",
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"connection = ibis.duckdb.connect(students_db_file)\n",
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"connection = ibis.duckdb.connect(\"ibis_tutorial_students.duckdb\")\n",
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"connection.create_table('students', students_memtable)\n",
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"students = connection.table('students')\n",
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"students.group_by(students.birth_date.month()).aggregate(\n",
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" avg_math_grade=students.math_grade.mean(),\n",
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")"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Inserting data into existing tables\n",
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"\n",
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"\n",
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"Some backends support inserting data into existing tables from expressions. This can be done using `connection.insert('table_name', expr)`."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": []
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3.10.6 ('base')",
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.6"
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"version": "3.10.5"
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},
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"vscode": {
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"interpreter": {

‎tutorial/06-ComplexFiltering.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!curl -LsS -o $TEMPDIR/geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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"!curl -LsS -o geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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]
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},
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{
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"metadata": {},
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"source": [
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"import os\n",
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"import tempfile\n",
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"\n",
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"import ibis\n",
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"\n",
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"ibis.options.interactive = True\n",
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"\n",
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"connection = ibis.sqlite.connect(\n",
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" os.path.join(tempfile.gettempdir(), 'geography.db')\n",
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")"
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"connection = ibis.sqlite.connect('geography.db')"
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{
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"name": "python",
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"version": "3.10.5"
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}
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},
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"nbformat": 4,

‎tutorial/07-Analytics-Tools.ipynb

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"metadata": {},
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"outputs": [],
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"source": [
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"!curl -LsS -o $TEMPDIR/geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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"!curl -LsS -o geography.db 'https://storage.googleapis.com/ibis-tutorial-data/geography.db'"
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"source": [
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"import os\n",
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"import tempfile\n",
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"\n",
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"import ibis\n",
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"\n",
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"ibis.options.interactive = True\n",
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"\n",
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"connection = ibis.sqlite.connect(\n",
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" os.path.join(tempfile.gettempdir(), 'geography.db')\n",
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")"
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"connection = ibis.sqlite.connect('geography.db')"
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"name": "python",
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"nbconvert_exporter": "python",
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"version": "3.10.4"
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"version": "3.10.5"
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}
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},
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"nbformat": 4,

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