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Sqlite3 extensions
==================
* Define custom aggregates, collations and functions
* Basic support for virtual tables
* Basic support for FTS3/4
* Specify isolation level in transactions
Example usage of the Full-text search:
class Document(FTSModel):
title = TextField() # type affinities are ignored in FTS
content = TextField()
Document.create_table(tokenize='porter') # use the porter stemmer
# populate the documents using normal operations.
for doc in documents:
Document.create(title=doc['title'], content=doc['content'])
# use the "match" operation for FTS queries.
matching_docs = Document.select().where(match(Document.title, 'some query'))
# to sort by best match, use the custom "rank" function.
best_docs = (Document
.select(Document, Document.rank('score'))
.where(match(Document.title, 'some query'))
.order_by(SQL('score')))
# or use the shortcut method.
best_docs = Document.match('some phrase')
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SQLite by default uses MAX(primary key) + 1 to set the ID on a new row.
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Schema of `json_each` and `json_tree`:
key,
value,
type TEXT (object, array, string, etc),
atom (value for primitive/scalar types, NULL for array and object)
id INTEGER (unique identifier for element)
parent INTEGER (unique identifier of parent element or NULL)
fullkey TEXT (full path describing element)
path TEXT (path to the container of the current element)
json JSON hidden (1st input parameter to function)
root TEXT hidden (2nd input parameter, path at which to start)
)r3 Z json_eachr2 )r$ r1 r r r �children� s zJSONField.childrenc C s, | r t j | | j | � � St j | � S)N)r3 Z json_treer2 )r$ r1 r r r �tree� s zJSONField.tree)r r r r, r. r2 r4 r5 r: rC rD rE rF rJ rK rL rM r r r r r& h s
r& c sC e Z d Z d Z d d d � f d d � Z � f d d � Z � S)� SearchFielda-
Field class to be used with full-text search extension. Since the FTS
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do not support secondary indexes, using this field will prevent you
from mistakenly creating the wrong kind of field on your FTS table.
FNc sT d d d | d | i } | | _ | r: t d � g | d <t t | � j | � d S)NZnullT� db_column�coerceZ UNINDEXEDZ constraints)�
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Field mixin to support virtual table attributes that may not correspond
to actual columns in the database.
c s- t t | � j | | � | j j | � d S)N)r! rW � add_to_class�_metaZ remove_field)r$ � model_class�name)r% r r rX � s z _VirtualFieldMixin.add_to_class)r r r r rX r r )r% r rW � s rW c @ s e Z d Z d S)� VirtualFieldN)r r r r r r r r\ � s r\ c @ s e Z d Z d S)�VirtualIntegerFieldN)r r r r r r r r] � s r] c @ s e Z d Z d S)�VirtualCharFieldN)r r r r r r r r^ � s r^ c @ s e Z d Z d S)�VirtualFloatFieldN)r r r r r r r r_ � s r_ c @ sJ e Z d Z Gd d � d � Z e d d � � Z e d d d � � Z d S) � VirtualModelc @ s" e Z d Z d Z d Z i Z d S)zVirtualModel.MetaTN)r r r Z
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VirtualModel class for creating tables that use either the FTS3 or FTS4
search extensions. Peewee automatically determines which version of the
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Note: because FTS5 is significantly different from FTS3 and FTS4, there is
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c @ s e Z d Z e Z d S)z
FTSModel.MetaN)r r r �FTS_VERra r r r r rc s rc c C s% | j j j d k r! t d � � d S)Nr z:FTSModel classes must use the default `docid` primary key.)rY � primary_keyr[ �ImproperlyConfigured)rd r r r �validate_model s zFTSModel.validate_modelc C s8 | j j } | j j j d | | | f � } | j � S)Nz INSERT INTO %s(%s) VALUES('%s');)rY �db_tablerg � execute_sqlZfetchone)rd �cmd�tbl�resr r r �_fts_cmd s zFTSModel._fts_cmdc C s
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| j d � S)Nzintegrity-check)rz )rd r r r �integrity_check, s zFTSModel.integrity_check�� � c C s | j d | | f � S)Nz merge=%s,%s)rz )rd ZblocksZsegmentsr r r �merge0 s zFTSModel.mergeTc C s | j d | r d p d � S)Nz automerge=%s�1�0)rz )rd �stater r r � automerge4 s zFTSModel.automergec C s t | j � | � S)zU
Generate a `MATCH` expression appropriate for searching this table.
)�match� as_entity)rd �termr r r r� 8 s zFTSModel.matchc G s" t j t j | j � t � | � S)N)r3 �fts_rank� matchinfor� �FTS_MATCHINFO_FORMAT_SIMPLE)rd �weightsr r r �rank? s z
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d � d d � � Z e d d � � Z e d d � � Z e d d � � Z e d d d d d d � � Z e d d d d d d � � Z e d d! � � Z e d" d# � � Z e d$ d% � � Z e d& d' � � Z e d( d) � � Z e d* d+ � � Z e d, d d- d. � � Z d S)/� FTS5Modelan
Requires SQLite >= 3.9.0.
Table options:
content: table name of external content, or empty string for "contentless"
content_rowid: column name of external content primary key
prefix: integer(s). Ex: '2' or '2 3 4'
tokenize: porter, unicode61, ascii. Ex: 'porter unicode61'
The unicode tokenizer supports the following parameters:
* remove_diacritics (1 or 0, default is 1)
* tokenchars (string of characters, e.g. '-_'
* separators (string of characters)
Parameters are passed as alternating parameter name and value, so:
{'tokenize': "unicode61 remove_diacritics 0 tokenchars '-_'"}
Content-less tables:
If you don't need the full-text content in it's original form, you can
specify a content-less table. Searches and auxiliary functions will work
as usual, but the only values returned when SELECT-ing can be rowid. Also
content-less tables do not support UPDATE or DELETE.
External content tables:
You can set up triggers to sync these, e.g.
-- Create a table. And an external content fts5 table to index it.
CREATE TABLE tbl(a INTEGER PRIMARY KEY, b);
CREATE VIRTUAL TABLE ft USING fts5(b, content='tbl', content_rowid='a');
-- Triggers to keep the FTS index up to date.
CREATE TRIGGER tbl_ai AFTER INSERT ON tbl BEGIN
INSERT INTO ft(rowid, b) VALUES (new.a, new.b);
END;
CREATE TRIGGER tbl_ad AFTER DELETE ON tbl BEGIN
INSERT INTO ft(fts_idx, rowid, b) VALUES('delete', old.a, old.b);
END;
CREATE TRIGGER tbl_au AFTER UPDATE ON tbl BEGIN
INSERT INTO ft(fts_idx, rowid, b) VALUES('delete', old.a, old.b);
INSERT INTO ft(rowid, b) VALUES (new.a, new.b);
END;
Built-in auxiliary functions:
* bm25(tbl[, weight_0, ... weight_n])
* highlight(tbl, col_idx, prefix, suffix)
* snippet(tbl, col_idx, prefix, suffix, ?, max_tokens)
c @ s e Z d Z d Z d S)zFTS5Model.Meta�fts5N)r r r ra r r r r rc � s rc �
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Clean a query of invalid tokens.
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