From fcdb0fc9fdc2ca7957e11511418ef9ca48963371 Mon Sep 17 00:00:00 2001 From: LJ Date: Sat, 8 Mar 2025 23:34:00 -0800 Subject: [PATCH] Add docs about `Table` and `List` type representations. --- docs/docs/core/basics.md | 5 +- docs/docs/core/data_types.mdx | 47 ++++-- docs/yarn.lock | 310 +++++++++++++--------------------- 3 files changed, 154 insertions(+), 208 deletions(-) diff --git a/docs/docs/core/basics.md b/docs/docs/core/basics.md index ebdc00408..f2fd89a10 100644 --- a/docs/docs/core/basics.md +++ b/docs/docs/core/basics.md @@ -22,9 +22,8 @@ An indexing flow involves source data and transformed data (either as an interme Each piece of data has a **data type**, falling into one of the following categories: * Basic type. -* Composite type - * Struct: a collection of **fields**, each with a name and a type. - * Table: a collection of **rows**, each of which is a struct with specified schema. +* Struct type: a collection of **fields**, each with a name and a type. +* Collection type: a collection of **rows**, each of which is a struct with specified schema. A collection type can be a table (which has a key field) or a list (ordered but without key field). An indexing flow always has a top-level struct, containing all data within and managed by the flow. diff --git a/docs/docs/core/data_types.mdx b/docs/docs/core/data_types.mdx index 1ca210387..01703bb5f 100644 --- a/docs/docs/core/data_types.mdx +++ b/docs/docs/core/data_types.mdx @@ -17,37 +17,50 @@ This is the list of all basic types supported by CocoIndex: | Type | Type in Python | Original Type in Python | |------|-----------------|--------------------------| -| `bytes` | `bytes` | `bytes` | -| `str` | `str` | `str` | -| `bool` | `bool` | `bool` | -| `int64` | `int` | `int` | -| `float32` | `cocoindex.typing.Float32` |`float` | -| `float64` | `cocoindex.typing.Float64` |`float` | -| `range` | `cocoindex.typing.Range` | `tuple[int, int]` | -| `vector(*type* [, *N*])` |`Annotated[list[type], cocoindex.typing.Vector(dim=N)]` | `list[type]` | -| `json` | `cocoindex.typing.Json` | Any type convertible to JSON by `json` package | +| bytes | `bytes` | `bytes` | +| str | `str` | `str` | +| bool | `bool` | `bool` | +| int64 | `int` | `int` | +| float32 | `cocoindex.typing.Float32` |`float` | +| float64 | `cocoindex.typing.Float64` |`float` | +| range | `cocoindex.typing.Range` | `tuple[int, int]` | +| vector[*type*, *N*?] |`Annotated[list[type], cocoindex.typing.Vector(dim=N)]` | `list[type]` | +| json | `cocoindex.typing.Json` | Any type convertible to JSON by `json` package | For some types, CocoIndex Python SDK provides annotated types with finer granularity than Python's original type, e.g. `Float32` and `Float64` for `float`, and `vector` has dimension information. When defining [custom functions](/docs/core/custom_function), use the specific types as type annotations for arguments and return values. So CocoIndex will have information about the specific type. -### Struct +### Struct Type A struct has a bunch of fields, each with a name and a type. -### Table +In Python, a struct type is represented by a [dataclass](https://docs.python.org/3/library/dataclasses.html), +and all fields must be annotated with a specific type. For example: -A table has a collection of rows, each of which is a struct with specified schema. +```python +from dataclasses import dataclass -The first field of a table is always the primary key. +@dataclass +class Order: + order_id: str + name: str + price: float +``` -:::note +### Collection Types -CocoIndex will support functions taking struct and table types as arguments or returning composite types soon. -We'll update this section with corresponding Python types by then. +A collection type models a collection of rows, each of which is a struct with specific schema. -::: +We have two specific types of collection: + +| Type | Description |Type in Python | Original Type in Python | +|------|-------------|---------------|-------------------------| +| Table[*type*] | The first field is the key, and CocoIndex enforces its uniqueness | `cocoindex.typing.Table[type]` | `list[type]` | +| List[*type*] | No key field; row order is preserved | `cocoindex.typing.List[type]` | `list[type]` | + +For example, we can use `cocoindex.typing.Table[Order]` to represent a table of orders, and the first field `order_id` will be taken as the key field. ## Types to Create Indexes diff --git a/docs/yarn.lock b/docs/yarn.lock index abfc3835f..3cbf509a6 100644 --- a/docs/yarn.lock +++ b/docs/yarn.lock @@ -84,7 +84,7 @@ "@algolia/requester-fetch" "5.20.4" "@algolia/requester-node-http" "5.20.4" -"@algolia/client-search@>= 4.9.1 < 6", "@algolia/client-search@5.20.4": +"@algolia/client-search@5.20.4": version "5.20.4" resolved "https://registry.npmjs.org/@algolia/client-search/-/client-search-5.20.4.tgz" integrity sha512-hXM2LpwTzG5kGQSyq3feIijzzl6vkjYPP+LF3ru1relNUIh7fWJ4uYQay2NMNbWX5LWQzF8Vr9qlIA139doQXg== @@ -172,7 +172,7 @@ resolved "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.26.3.tgz" integrity sha512-nHIxvKPniQXpmQLb0vhY3VaFb3S0YrTAwpOWJZh1wn3oJPjJk9Asva204PsBdmAE8vpzfHudT8DB0scYvy9q0g== -"@babel/core@^7.0.0", "@babel/core@^7.0.0-0", "@babel/core@^7.0.0-0 || 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resolved "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-2.0.5.tgz" integrity sha512-RkhPPp2zrqDAQA/2jNhnztcPAlv64XdhIp7a7454A5ovI7Bukxgt7MX7udwAu3zg1DcpPU0rz3VV1SeaqvY4+A== @@ -2115,7 +2115,7 @@ "@svgr/babel-plugin-transform-react-native-svg" "8.1.0" "@svgr/babel-plugin-transform-svg-component" "8.0.0" -"@svgr/core@*", "@svgr/core@8.1.0": +"@svgr/core@8.1.0": version "8.1.0" resolved "https://registry.npmjs.org/@svgr/core/-/core-8.1.0.tgz" integrity sha512-8QqtOQT5ACVlmsvKOJNEaWmRPmcojMOzCz4Hs2BGG/toAp/K38LcsMRyLp349glq5AzJbCEeimEoxaX6v/fLrA== @@ -2441,7 +2441,7 @@ "@types/history" "^4.7.11" "@types/react" "*" -"@types/react@*", "@types/react@>= 16.8.0 < 20.0.0", "@types/react@>=16": +"@types/react@*": version "18.3.18" resolved "https://registry.npmjs.org/@types/react/-/react-18.3.18.tgz" integrity sha512-t4yC+vtgnkYjNSKlFx1jkAhH8LgTo2N/7Qvi83kdEaUtMDiwpbLAktKDaAMlRcJ5eSxZkH74eEGt1ky31d7kfQ== @@ -2526,7 +2526,7 @@ resolved 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ajv-keywords@^5.1.0: dependencies: fast-deep-equal "^3.1.3" -ajv@^6.12.2, ajv@^6.12.5, ajv@^6.9.1: +ajv@^6.12.2, ajv@^6.12.5: version "6.12.6" resolved "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz" integrity sha512-j3fVLgvTo527anyYyJOGTYJbG+vnnQYvE0m5mmkc1TK+nxAppkCLMIL0aZ4dblVCNoGShhm+kzE4ZUykBoMg4g== @@ -2734,7 +2729,7 @@ ajv@^6.12.2, ajv@^6.12.5, ajv@^6.9.1: json-schema-traverse "^0.4.1" uri-js "^4.2.2" -ajv@^8.0.0, ajv@^8.8.2, ajv@^8.9.0: +ajv@^8.0.0, ajv@^8.9.0: version "8.17.1" resolved "https://registry.npmjs.org/ajv/-/ajv-8.17.1.tgz" integrity sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g== @@ -2751,7 +2746,7 @@ algoliasearch-helper@^3.22.6: dependencies: "@algolia/events" "^4.0.1" -algoliasearch@^5.14.2, algoliasearch@^5.17.1, "algoliasearch@>= 3.1 < 6", "algoliasearch@>= 4.9.1 < 6": +algoliasearch@^5.14.2, algoliasearch@^5.17.1: version "5.20.4" resolved "https://registry.npmjs.org/algoliasearch/-/algoliasearch-5.20.4.tgz" integrity sha512-wjfzqruxovJyDqga8M6Xk5XtfuVg3igrWjhjgkRya87+WwfEa1kg+IluujBLzgAiMSd6rO6jqRb7czjgeeSYgQ== @@ -3011,7 +3006,7 @@ braces@^3.0.3, braces@~3.0.2: dependencies: fill-range "^7.1.1" -browserslist@^4.0.0, browserslist@^4.18.1, browserslist@^4.23.0, browserslist@^4.23.1, browserslist@^4.23.3, browserslist@^4.24.0, browserslist@^4.24.2, "browserslist@>= 4.21.0": +browserslist@^4.0.0, browserslist@^4.18.1, browserslist@^4.23.0, browserslist@^4.23.1, browserslist@^4.23.3, browserslist@^4.24.0, browserslist@^4.24.2: version "4.24.3" resolved "https://registry.npmjs.org/browserslist/-/browserslist-4.24.3.tgz" integrity sha512-1CPmv8iobE2fyRMV97dAcMVegvvWKxmq94hkLiAkUGwKVTyDLw33K+ZxiFrREKmmps4rIw6grcCFCnTMSZ/YiA== @@ -3664,27 +3659,20 @@ debounce@^1.2.1: resolved "https://registry.npmjs.org/debounce/-/debounce-1.2.1.tgz" integrity sha512-XRRe6Glud4rd/ZGQfiV1ruXSfbvfJedlV9Y6zOlP+2K04vBYiJEte6stfFkCP03aMnY5tsipamumUjL14fofug== -debug@^2.6.0: +debug@2.6.9, debug@^2.6.0: version "2.6.9" 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