Initial commit: add NocoBase collection migration tools

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# NocoBase Collection 结构导入导出脚本使用说明
本文说明如何使用项目中的两个脚本,在 NocoBase 环境之间导出、检查和导入主数据源的 Collection 结构。
- 导出脚本:`script/export-collection-schema.sh`
- 导入脚本:`script/import-collection-schema.sh`
## 1. 适用范围
脚本迁移以下内容:
- 主数据源 `main` 中的 Collection 定义;
- Collection 的普通字段和关系字段;
- Collection 分类及分类成员关系;
- Collection 和字段中可移植的配置属性。
脚本不迁移以下内容:
- Collection 中的业务数据记录;
- 非主数据源中的 Collection
- 页面、区块和菜单配置;
- 角色、权限和用户授权;
- 工作流、自动化和通知配置;
- 插件配置及环境变量。
导入脚本只接受由导出脚本生成的、`profile``portable``dataSource``main` 的导出包。
## 2. 运行前准备
请从项目根目录执行命令,并确认本机已安装:
- NocoBase CLI`nb`
- JSON 工具:`jq`
检查命令:
```sh
command -v nb
command -v jq
```
同时需要满足以下条件:
1. 源环境和目标环境已经配置为可用的 NocoBase CLI 环境;
2. 当前 CLI 身份可以读取源环境的数据模型;
3. 正式导入时,当前 CLI 身份可以在目标环境创建或更新 Collection、字段和 Collection 分类;
4. 目标环境应安装导出结构所依赖的字段接口或插件;
5. 关系字段引用的外部 Collection 必须已经存在于目标环境。
可分别查看两个脚本的内置帮助:
```sh
./script/export-collection-schema.sh --help
./script/import-collection-schema.sh --help
```
## 3. 推荐操作流程
建议始终按以下顺序执行:
1. 从源环境导出 Collection 结构;
2. 检查导出目录中的 `manifest.json` 和 Collection JSON 文件;
3. 对目标环境执行导入预演,不加 `--apply`
4. 核对预演输出中的环境、Collection 数量、字段数量、分类和外部关系目标;
5. 确认无误后使用 `--apply``--confirm-env` 正式导入;
6. 检查脚本最终输出的 `verified: true`
## 4. 导出 Collection 结构
### 4.1 命令格式
```sh
./script/export-collection-schema.sh \
--env <源环境名称> \
--output-dir <导出目录> \
[--category <Collection 分类名称>] \
[--no-overwrite]
```
### 4.2 参数说明
| 参数 | 必填 | 说明 |
| --- | --- | --- |
| `--env` | 是 | NocoBase CLI 中已配置的源环境名称。 |
| `--output-dir` | 是 | 导出包保存目录。目录不存在时会自动创建。 |
| `--category` | 否 | 只导出指定 Collection 分类。必须与 NocoBase 中的分类名称完全一致;不指定时导出全部分类及未分类 Collection。 |
| `--no-overwrite` | 否 | 如果输出目录已经存在则终止,不覆盖原目录。 |
| `-h``--help` | 否 | 显示帮助信息。 |
数据源无需指定。导出脚本固定读取主数据源 `main`,也不接受 `--data-source` 参数。
### 4.3 导出全部 Collection
```sh
./script/export-collection-schema.sh \
--env master-data-local \
--output-dir ./exports/all-collection-schema
```
未指定 `--category` 时:
- 脚本读取主数据源中的全部 Collection
- 已加入分类的 Collection 按分类写入导出目录;
- 未加入任何分类的 Collection 写入伪分类目录 `未分类`
- 同一个 Collection 属于多个分类时,会在多个分类目录中生成相同的结构文件,以保留全部分类关系。
### 4.4 按分类导出
```sh
./script/export-collection-schema.sh \
--env master-data-local \
--category 参考数据 \
--output-dir ./exports/reference-schema
```
导出未加入分类的 Collection
```sh
./script/export-collection-schema.sh \
--env master-data-local \
--category 未分类 \
--output-dir ./exports/unclassified-schema
```
如果分类名称不存在,脚本会退出并列出当前可用的分类名称。
> **分类关系警告:** 使用 `--category` 时,导出包只记录所选分类,不会记录这些 Collection 在其他分类中的成员关系。正式导入会以导出包为准协调本次涉及 Collection 的分类关系,因此可能将它们从目标环境的其他分类中移除。如果需要完整保留全部分类关系,应不指定 `--category`,导出全部 Collection 和分类关系。
### 4.5 输出目录覆盖规则
默认情况下,如果输出目录已经存在,脚本会:
1. 先在同一父目录生成完整的临时导出目录;
2. 将旧输出目录临时改名;
3. 用新目录替换旧目录;
4. 替换成功后删除旧目录;
5. 替换失败时尝试恢复旧目录。
如需禁止覆盖,请添加 `--no-overwrite`
```sh
./script/export-collection-schema.sh \
--env master-data-local \
--output-dir ./exports/reference-schema \
--no-overwrite
```
### 4.6 导出包结构
典型目录结构如下:
```text
exports/reference-schema/
├── manifest.json
└── main/
└── 参考数据/
├── ref_code_sets.json
├── ref_code_set_versions.json
└── ref_code_items.json
```
`manifest.json` 记录:
- 源环境名称;
- 固定数据源 `main`
- 导出分类或 `all`
- 导出时间;
- 覆盖策略;
- 发现和导出的 Collection 数量;
- 导出文件数量;
- 每个文件对应的分类、Collection 和相对路径。
每个 Collection JSON 文件保存经过标准化的可移植结构。导出时会排除部分由 NocoBase 自动生成或与当前实例绑定的内容,例如:
- `id`、创建时间、更新时间、创建人和更新人等系统字段;
- 文件 Collection 和树形 Collection 的部分内置字段;
- 实例内部使用的 `key``collectionName``parentKey` 等标识。
导出完成后,脚本会在标准输出中返回一份不包含文件明细的 JSON 摘要。
## 5. 导入 Collection 结构
### 5.1 命令格式
```sh
./script/import-collection-schema.sh \
--env <目标环境名称> \
--input-dir <导出包目录> \
[--apply --confirm-env <同一目标环境名称>]
```
### 5.2 参数说明
| 参数 | 必填 | 说明 |
| --- | --- | --- |
| `--env` | 是 | NocoBase CLI 中已配置的目标环境名称。 |
| `--input-dir` | 是 | 导出脚本生成的目录,其中必须包含 `manifest.json`。 |
| `--apply` | 否 | 正式写入目标环境。不指定时只生成预演计划,不进行任何写入。 |
| `--confirm-env` | 正式导入时必填 | 必须与 `--env` 完全一致,用于降低误操作到错误环境的风险。 |
| `-h``--help` | 否 | 显示帮助信息。 |
### 5.3 第一步:导入预演
先执行不带 `--apply` 的命令:
```sh
./script/import-collection-schema.sh \
--env mdm-uat \
--input-dir ./exports/reference-schema
```
预演模式只读取和校验本地导出包,不写入目标 NocoBase 环境。输出示例:
```json
{
"mode": "plan",
"writes": false,
"targetEnvironment": "mdm-uat",
"sourceEnvironment": "master-data-local",
"profile": "portable",
"dataSource": "main",
"collections": 3,
"scalarFields": 12,
"relationFields": 4,
"categories": [
"参考数据"
],
"categoryRelations": 3,
"externalRelationTargets": []
}
```
正式导入前至少核对:
- `targetEnvironment` 是否为预期目标环境;
- `sourceEnvironment` 是否为预期源环境;
- `collections``scalarFields``relationFields` 数量是否合理;
- `categories` 是否符合预期;
- `unclassifiedCollections` 中是否存在不应取消分类的 Collection
- `externalRelationTargets` 引用的 Collection 是否已在目标环境存在。
注意:预演不会连接目标环境检查外部关系目标是否实际存在,该检查在正式导入、首次写入之前执行。
### 5.4 第二步:正式导入
确认预演结果后执行:
```sh
./script/import-collection-schema.sh \
--env mdm-uat \
--input-dir ./exports/reference-schema \
--apply \
--confirm-env mdm-uat
```
`--confirm-env` 的值必须与 `--env` 完全相同。例如,`--env mdm-uat` 必须配合 `--confirm-env mdm-uat`
正式导入前,脚本会先完成以下检查:
- 导出包结构和全部 JSON 文件有效;
- manifest 声明的数据源为 `main`
- Collection 名称、字段名称和文件路径合法且无重复冲突;
- 目标环境可访问且当前身份已认证;
- 目标环境不存在重名的 Collection 分类;
- 导出包以外的关系目标已存在于目标环境。
检查通过后,脚本按四个阶段执行:
1. 创建或更新 Collection,并应用非关系字段;
2. 应用 `m2o``o2m``m2m``o2o` 关系字段;
3. 创建缺失分类并协调 Collection 分类成员关系;
4. 从服务器回读 Collection、字段和分类关系并校验。
成功时输出类似:
```json
{
"mode": "applied",
"writes": true,
"verified": true,
"targetEnvironment": "mdm-uat",
"sourceEnvironment": "master-data-local",
"profile": "portable",
"dataSource": "main",
"collections": 3,
"scalarFields": 12,
"relationFields": 4,
"categoryMembership": "verified"
}
```
只有出现 `verified: true`,才表示脚本已完成服务器回读校验。
## 6. 导入合并与分类处理规则
### 6.1 Collection 和字段
- 已存在的 Collection 会被更新;不存在的 Collection 会被创建;
- 导入包中的普通字段和关系字段会被创建或更新;
- 导入使用 `replaceFields: false`,不会删除目标环境中额外存在的字段;
- 脚本不会删除目标环境中额外存在的 Collection
- 如果目标结构无法包含导出包声明的结构,回读校验会失败并输出差异。
### 6.2 Collection 分类
- 导出包中存在、目标环境中不存在的分类会被创建;
- 对本次导入涉及的 Collection,分类成员关系会调整为导出包声明的状态;
- 目标分类中不属于本次导入范围的其他 Collection 会被保留;
- `未分类` 是导出使用的伪分类,不会在目标环境创建同名分类;
- 被标记为 `未分类` 的 Collection 会从目标环境现有分类中移除。
因此,导入前应重点检查预演结果中的 `categories``unclassifiedCollections`。对于按单个分类生成的导出包,还应确认是否允许移除本次 Collection 在目标环境中的其他分类关系。
## 7. 完整迁移示例
以下示例将本地环境中的“参考数据”分类迁移到 UAT 环境。
### 7.1 从源环境导出
```sh
./script/export-collection-schema.sh \
--env master-data-local \
--category 参考数据 \
--output-dir ./exports/reference-schema \
--no-overwrite
```
### 7.2 查看导出清单
```sh
jq . ./exports/reference-schema/manifest.json
```
列出导出的 Collection
```sh
jq -r '.files[].collection' ./exports/reference-schema/manifest.json | sort -u
```
### 7.3 在目标环境执行预演
```sh
./script/import-collection-schema.sh \
--env mdm-uat \
--input-dir ./exports/reference-schema
```
### 7.4 正式导入并回读验证
```sh
./script/import-collection-schema.sh \
--env mdm-uat \
--input-dir ./exports/reference-schema \
--apply \
--confirm-env mdm-uat
```
## 8. 常见错误及处理
### `nb CLI is required`
当前终端找不到 `nb`。请安装或配置 NocoBase CLI,并确认 `command -v nb` 能返回可执行文件路径。
### `jq is required`
当前终端找不到 `jq`。请先安装 `jq`,并确认 `command -v jq` 能返回可执行文件路径。
### `Unknown category`
`--category` 指定的名称与源环境中的 Collection 分类不完全一致。请根据错误信息列出的分类名称重新执行。
### `Output directory already exists`
使用了 `--no-overwrite`,但输出目录已经存在。请更换目录、移走旧目录,或确认允许替换后去掉 `--no-overwrite`
### `Invalid manifest.json: portable main-data-source export required`
输入目录不是当前导出脚本生成的主数据源可移植包,或 `manifest.json` 已被修改。请重新导出,不要手工修改 manifest 中的数据源、文件路径和数量字段。
### `External relation target is unavailable`
某个关系字段引用了未包含在导出包中的 Collection,而该 Collection 在目标环境不存在。请先在目标环境创建或迁移这个依赖 Collection,再重新导入。
### `--apply requires --confirm-env to exactly equal --env`
正式导入缺少环境确认,或者两个环境名称不一致。请检查目标环境后重新传入完全相同的值。
### `Import read-back verification failed`
写入完成后的实际结构未包含导出包声明的结构。脚本会输出 Collection、字段或分类关系的预期值与实际值。请根据差异检查:
- 目标环境的 NocoBase 版本和插件是否支持对应字段接口;
- 关系字段的目标 Collection 和反向字段配置是否有效;
- 当前身份是否拥有完整的数据模型修改权限;
- 目标环境是否存在同名但不兼容的字段或 Collection 配置。
该错误可能发生在部分写入已经完成之后。修正问题后,应重新执行预演,再执行正式导入并确认最终返回 `verified: true`
## 9. 使用注意事项
- 正式导入前,建议先对目标环境创建可恢复的备份;
- 不要跳过预演,也不要仅凭进程退出码判断结构完全一致,应检查最终 JSON 中的 `verified`
- 导出包中的 JSON 文件适合纳入版本管理,以便审阅结构变化;
- 不建议手工修改导出包;如确需修改,应同时保证 `manifest.json`、文件路径、Collection 名称及重复分类文件保持一致;
- Collection 结构迁移完成后,业务数据、ACL、页面和工作流需要使用各自独立的迁移与验证流程。
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#!/bin/sh
set -eu
usage() {
cat <<'EOF'
Usage:
./script/export-collection-schema.sh \
--env <environment> \
--output-dir <directory> \
[--category <NocoBase category name>] \
[--no-overwrite]
Options:
--env Required NocoBase CLI environment name.
--output-dir Required export destination.
--category Exact NocoBase Collection category name. Default: all.
--no-overwrite Refuse to replace an existing output directory.
Default: atomically replace the existing directory.
-h, --help Show this help.
Portable export of the main data source is always enabled. Output files are JSON.
Example:
./script/export-collection-schema.sh \
--env master-data-local \
--category 参考数据 \
--output-dir ./exports/reference-schema
EOF
}
ENV_NAME=
OUTPUT_DIR=
CATEGORY=
NO_OVERWRITE=0
while [ "$#" -gt 0 ]; do
case "$1" in
--env)
ENV_NAME=${2:?--env requires a value}
shift 2
;;
--output-dir)
OUTPUT_DIR=${2:?--output-dir requires a value}
shift 2
;;
--category)
CATEGORY=${2:?--category requires a value}
shift 2
;;
--no-overwrite)
NO_OVERWRITE=1
shift
;;
-h|--help)
usage
exit 0
;;
*)
echo "Unknown argument: $1" >&2
usage >&2
exit 2
;;
esac
done
[ -n "$ENV_NAME" ] || { echo "--env is required" >&2; exit 2; }
[ -n "$OUTPUT_DIR" ] || { echo "--output-dir is required" >&2; exit 2; }
command -v nb >/dev/null 2>&1 || { echo "nb CLI is required" >&2; exit 2; }
command -v jq >/dev/null 2>&1 || { echo "jq is required" >&2; exit 2; }
SCRIPT_DIR=$(CDPATH= cd -- "$(dirname -- "$0")" && pwd)
PROJECT_ROOT=$(dirname -- "$SCRIPT_DIR")
OUTPUT_PARENT=$(dirname -- "$OUTPUT_DIR")
OUTPUT_NAME=$(basename -- "$OUTPUT_DIR")
[ "$OUTPUT_NAME" != . ] && [ "$OUTPUT_NAME" != .. ] || {
echo "Refusing unsafe --output-dir: $OUTPUT_DIR" >&2
exit 2
}
mkdir -p "$OUTPUT_PARENT"
OUTPUT_PARENT=$(CDPATH= cd -- "$OUTPUT_PARENT" && pwd)
OUTPUT_DIR="$OUTPUT_PARENT/$OUTPUT_NAME"
case "$OUTPUT_DIR" in
/|"$HOME"|"$PROJECT_ROOT"|"$SCRIPT_DIR")
echo "Refusing unsafe --output-dir: $OUTPUT_DIR" >&2
exit 2
;;
esac
if [ "$NO_OVERWRITE" -eq 1 ] && [ -e "$OUTPUT_DIR" ]; then
echo "Output directory already exists: $OUTPUT_DIR" >&2
exit 1
fi
run_nb() {
RAW_OUTPUT=$("$@")
JSON_OUTPUT=$(printf '%s\n' "$RAW_OUTPUT" | awk '
!started && /^[[:space:]]*[\{\[]/ { started = 1 }
started { print }
')
printf '%s\n' "$JSON_OUTPUT" | jq -e . >/dev/null
printf '%s\n' "$JSON_OUTPUT"
}
validate_segment() {
case "$1" in
''|.|..|*/*|*\\*)
echo "Unsafe path segment: $1" >&2
exit 2
;;
esac
}
list_collections() {
PAGE=1
ALL='[]'
while :; do
RESPONSE=$(run_nb nb api data-modeling collections list \
--page "$PAGE" --page-size 500 -e "$ENV_NAME" -y -j)
ROWS=$(printf '%s' "$RESPONSE" | jq -c '.data // []')
ALL=$(jq -cn --argjson current "$ALL" --argjson rows "$ROWS" '$current + $rows')
TOTAL_PAGES=$(printf '%s' "$RESPONSE" | jq -r '.meta.totalPage // 1')
[ "$PAGE" -ge "$TOTAL_PAGES" ] && break
PAGE=$((PAGE + 1))
done
printf '%s\n' "$ALL"
}
load_categories() {
run_nb nb api resource list \
--resource collectionCategories \
--no-paginate \
--sort sort \
--fields name \
--appends collections \
-e "$ENV_NAME" -y -j
}
read_collection() {
COLLECTION_NAME=$1
run_nb nb api data-modeling collections get \
--filter-by-tk "$COLLECTION_NAME" \
--appends fields \
-e "$ENV_NAME" -y -j
}
portable_schema() {
jq '
.data as $collection
| ($collection.fields // []) as $fields
| [$fields[]
| select(.interface == "m2o" or .interface == "o2m" or .interface == "m2m" or .interface == "o2o")
| .foreignKey
| select(. != null)] as $foreignKeys
| ($collection.template // "general") as $template
| ($collection | del(.key, .fields, .verify, .category))
+ {
fields: [
$fields[]
| . as $field
| select(["id", "createdAt", "createdBy", "updatedAt", "updatedBy", "createdById", "updatedById"] | index($field.name) | not)
| select(
if $template == "file" then
["title", "filename", "extname", "size", "mimetype", "path", "url", "preview", "storage", "storageId", "meta"]
| index($field.name) | not
elif $template == "tree" then
["parentId", "parent", "children"] | index($field.name) | not
else true end
)
| select(
($foreignKeys | index($field.name) | not)
or ($field.interface == "m2o" or $field.interface == "o2m" or $field.interface == "m2m" or $field.interface == "o2o")
)
| del(.key, .collectionName, .parentKey, .reverseKey, .possibleTypes)
| walk(
if type == "object" and has("rules") and (.rules | type) == "array" then
.rules |= map(del(.key))
else . end
)
] | sort_by(.name)
}
'
}
COLLECTIONS=$(list_collections)
CATEGORIES=$(load_categories)
KNOWN_CATEGORIES=$(printf '%s' "$CATEGORIES" | jq -r '[.data[]?.name, "未分类"] | unique | join(", ")')
if [ -n "$CATEGORY" ] && ! printf '%s' "$CATEGORIES" | jq -e --arg category "$CATEGORY" '
any(.data[]?; .name == $category) or $category == "未分类"
' >/dev/null; then
echo "Unknown category: $CATEGORY; available: $KNOWN_CATEGORIES" >&2
exit 1
fi
SELECTION=$(printf '%s' "$COLLECTIONS" | jq -c \
--argjson categoryData "$CATEGORIES" \
--arg selected "$CATEGORY" '
[
.[]
| . as $collection
| [$categoryData.data[]?
| select(any(.collections[]?; .name == $collection.name))
| .name] as $assigned
| (if ($assigned | length) == 0 then ["未分类"] else $assigned end) as $categories
| {
collection: $collection,
categories: ($categories | map(select($selected == "" or . == $selected)))
}
| select((.categories | length) > 0)
]
')
TEMP_DIR=$(mktemp -d "$OUTPUT_PARENT/.${OUTPUT_NAME}.tmp.XXXXXX")
MANIFEST_ROWS="$TEMP_DIR/.manifest-rows.jsonl"
: > "$MANIFEST_ROWS"
trap 'rm -rf "$TEMP_DIR"' EXIT HUP INT TERM
INDEX=0
COUNT=$(printf '%s' "$SELECTION" | jq 'length')
while [ "$INDEX" -lt "$COUNT" ]; do
ITEM=$(printf '%s' "$SELECTION" | jq -c ".[$INDEX]")
COLLECTION_NAME=$(printf '%s' "$ITEM" | jq -r '.collection.name')
validate_segment "$COLLECTION_NAME"
SCHEMA=$(read_collection "$COLLECTION_NAME" | portable_schema)
CATEGORY_COUNT=$(printf '%s' "$ITEM" | jq '.categories | length')
CATEGORY_INDEX=0
while [ "$CATEGORY_INDEX" -lt "$CATEGORY_COUNT" ]; do
CATEGORY_NAME=$(printf '%s' "$ITEM" | jq -r ".categories[$CATEGORY_INDEX]")
validate_segment "$CATEGORY_NAME"
RELATIVE_FILE="main/$CATEGORY_NAME/$COLLECTION_NAME.json"
TARGET_FILE="$TEMP_DIR/$RELATIVE_FILE"
mkdir -p "$(dirname -- "$TARGET_FILE")"
printf '%s\n' "$SCHEMA" > "$TARGET_FILE"
jq -cn \
--arg dataSource main \
--arg category "$CATEGORY_NAME" \
--arg collection "$COLLECTION_NAME" \
--arg file "$RELATIVE_FILE" \
'{dataSource:$dataSource, category:$category, collection:$collection, file:$file}' \
>> "$MANIFEST_ROWS"
CATEGORY_INDEX=$((CATEGORY_INDEX + 1))
done
INDEX=$((INDEX + 1))
done
FILES=$(jq -s 'sort_by(.file)' "$MANIFEST_ROWS")
DISCOVERED=$(printf '%s' "$COLLECTIONS" | jq 'length')
EXPORTED_FILES=$(printf '%s' "$FILES" | jq 'length')
GENERATED_AT=$(date -u '+%Y-%m-%dT%H:%M:%SZ')
OVERWRITE_POLICY=replace-existing
[ "$NO_OVERWRITE" -eq 1 ] && OVERWRITE_POLICY=refuse-existing
jq -n \
--arg environment "$ENV_NAME" \
--arg dataSource main \
--arg category "${CATEGORY:-all}" \
--arg generatedAt "$GENERATED_AT" \
--arg overwritePolicy "$OVERWRITE_POLICY" \
--argjson discoveredCollections "$DISCOVERED" \
--argjson exportedCollections "$COUNT" \
--argjson exportedFiles "$EXPORTED_FILES" \
--argjson files "$FILES" \
'{
environment:$environment,
dataSource:$dataSource,
category:$category,
profile:"portable",
generatedAt:$generatedAt,
overwritePolicy:$overwritePolicy,
discoveredCollections:$discoveredCollections,
exportedCollections:$exportedCollections,
exportedFiles:$exportedFiles,
files:$files
}' > "$TEMP_DIR/manifest.json"
rm -f "$MANIFEST_ROWS"
if [ -e "$OUTPUT_DIR" ]; then
BACKUP_DIR="$OUTPUT_DIR.previous.$$"
mv "$OUTPUT_DIR" "$BACKUP_DIR"
if mv "$TEMP_DIR" "$OUTPUT_DIR"; then
rm -rf "$BACKUP_DIR"
else
mv "$BACKUP_DIR" "$OUTPUT_DIR"
exit 1
fi
else
mv "$TEMP_DIR" "$OUTPUT_DIR"
fi
trap - EXIT HUP INT TERM
jq --arg outputDir "$OUTPUT_DIR" '
del(.files) + {outputDir:$outputDir}
' "$OUTPUT_DIR/manifest.json"
+596
View File
@@ -0,0 +1,596 @@
#!/bin/sh
set -eu
usage() {
cat <<'EOF'
Usage:
./script/import-collection-schema.sh \
--env <target environment> \
--input-dir <export directory> \
[--apply --confirm-env <same target environment>]
Options:
--env Required target NocoBase CLI environment name.
--input-dir Required directory produced by export-collection-schema.sh.
--apply Apply the validated plan. Default: plan only, no writes.
--confirm-env Required with --apply and must exactly equal --env.
-h, --help Show this help.
Behavior:
- Accepts only portable schemas for the main data source.
- Validates manifest.json and every referenced schema before any write.
- Applies collection shells and non-relation fields first, then relations.
- Reads every imported collection back and verifies the declared schema.
- Creates missing Collection categories and reconciles category memberships.
- Treats the exported pseudo-category "未分类" as no category membership.
- Does not delete extra fields already present in the target environment.
Plan only:
./script/import-collection-schema.sh \
--env mdm-uat \
--input-dir ./exports/reference-schema
Apply:
./script/import-collection-schema.sh \
--env mdm-uat \
--input-dir ./exports/reference-schema \
--apply \
--confirm-env mdm-uat
EOF
}
ENV_NAME=
INPUT_DIR=
APPLY=0
CONFIRM_ENV=
while [ "$#" -gt 0 ]; do
case "$1" in
--env)
ENV_NAME=${2:?--env requires a value}
shift 2
;;
--input-dir)
INPUT_DIR=${2:?--input-dir requires a value}
shift 2
;;
--apply)
APPLY=1
shift
;;
--confirm-env)
CONFIRM_ENV=${2:?--confirm-env requires a value}
shift 2
;;
-h|--help)
usage
exit 0
;;
*)
echo "Unknown argument: $1" >&2
usage >&2
exit 2
;;
esac
done
[ -n "$ENV_NAME" ] || { echo "--env is required" >&2; exit 2; }
[ -n "$INPUT_DIR" ] || { echo "--input-dir is required" >&2; exit 2; }
[ -d "$INPUT_DIR" ] || { echo "Input directory does not exist: $INPUT_DIR" >&2; exit 1; }
command -v nb >/dev/null 2>&1 || { echo "nb CLI is required" >&2; exit 2; }
command -v jq >/dev/null 2>&1 || { echo "jq is required" >&2; exit 2; }
if [ "$APPLY" -eq 0 ] && [ -n "$CONFIRM_ENV" ]; then
echo "--confirm-env is only valid together with --apply" >&2
exit 2
fi
if [ "$APPLY" -eq 1 ] && [ "$CONFIRM_ENV" != "$ENV_NAME" ]; then
echo "--apply requires --confirm-env to exactly equal --env ($ENV_NAME)" >&2
exit 2
fi
INPUT_DIR=$(CDPATH= cd -- "$INPUT_DIR" && pwd)
MANIFEST_FILE="$INPUT_DIR/manifest.json"
[ -f "$MANIFEST_FILE" ] && [ ! -L "$MANIFEST_FILE" ] || {
echo "Regular manifest.json not found in: $INPUT_DIR" >&2
exit 1
}
if ! jq -e '
type == "object"
and .profile == "portable"
and .dataSource == "main"
and (.files | type == "array" and length > 0)
and all(.files[];
.dataSource == "main"
and (.category | type == "string" and length > 0)
and (.collection | type == "string" and length > 0)
and (.file | type == "string" and length > 0)
and (.file | startswith("/") | not)
and (.file | contains("\\") | not)
and (.file | split("/") | all(. != "" and . != "." and . != ".."))
)
and (([.files[].file] | unique | length) == (.files | length))
and ((has("exportedFiles") | not) or .exportedFiles == (.files | length))
' "$MANIFEST_FILE" >/dev/null; then
echo "Invalid manifest.json: portable main-data-source export required" >&2
exit 1
fi
WORK_DIR=$(mktemp -d "${TMPDIR:-/tmp}/import-collection-schema.XXXXXX")
ROWS_FILE="$WORK_DIR/schema-rows.jsonl"
PLAN_FILE="$WORK_DIR/plan.json"
VERIFY_FILE="$WORK_DIR/verification-errors.jsonl"
: > "$ROWS_FILE"
: > "$VERIFY_FILE"
trap 'rm -rf "$WORK_DIR"' EXIT HUP INT TERM
FILE_COUNT=$(jq '.files | length' "$MANIFEST_FILE")
INDEX=0
while [ "$INDEX" -lt "$FILE_COUNT" ]; do
ITEM=$(jq -c ".files[$INDEX]" "$MANIFEST_FILE")
RELATIVE_FILE=$(printf '%s' "$ITEM" | jq -r '.file')
COLLECTION_NAME=$(printf '%s' "$ITEM" | jq -r '.collection')
CATEGORY_NAME=$(printf '%s' "$ITEM" | jq -r '.category')
SCHEMA_FILE="$INPUT_DIR/$RELATIVE_FILE"
[ -f "$SCHEMA_FILE" ] && [ ! -L "$SCHEMA_FILE" ] || {
echo "Schema file is missing or is not a regular file: $RELATIVE_FILE" >&2
exit 1
}
if ! jq -e --arg collection "$COLLECTION_NAME" '
type == "object"
and .name == $collection
and (.title | type == "string" and length > 0)
and (.template | type == "string" and length > 0)
and (.fields | type == "array")
and all(.fields[];
type == "object"
and (.name | type == "string" and length > 0)
and (.interface | type == "string" and length > 0)
)
and (([.fields[].name] | unique | length) == (.fields | length))
' "$SCHEMA_FILE" >/dev/null; then
echo "Invalid Collection schema: $RELATIVE_FILE" >&2
exit 1
fi
jq -c \
--arg collection "$COLLECTION_NAME" \
--arg category "$CATEGORY_NAME" \
--arg file "$RELATIVE_FILE" \
'{collection:$collection, category:$category, file:$file, schema:.}' \
"$SCHEMA_FILE" >> "$ROWS_FILE"
INDEX=$((INDEX + 1))
done
if ! jq -se '
sort_by(.collection)
| group_by(.collection)
| all(.[]; ([.[].schema] | unique | length) == 1)
' "$ROWS_FILE" >/dev/null; then
echo "One Collection is represented by conflicting schema files" >&2
exit 1
fi
jq -s '
sort_by(.collection)
| group_by(.collection)
| map({
collection: .[0].collection,
categories: ([.[].category] | unique | sort),
files: ([.[].file] | unique | sort),
schema: .[0].schema
})
' "$ROWS_FILE" > "$PLAN_FILE"
COLLECTION_COUNT=$(jq 'length' "$PLAN_FILE")
if ! jq -e --argjson count "$COLLECTION_COUNT" '
(has("exportedCollections") | not) or .exportedCollections == $count
' "$MANIFEST_FILE" >/dev/null; then
echo "manifest.json exportedCollections does not match the schemas" >&2
exit 1
fi
RELATION_INTERFACES='["m2o","o2m","m2m","o2o"]'
SCALAR_FIELD_COUNT=$(jq --argjson relations "$RELATION_INTERFACES" '
[.[] | .schema.fields[] | select((.interface as $i | $relations | index($i)) == null)] | length
' "$PLAN_FILE")
RELATION_FIELD_COUNT=$(jq --argjson relations "$RELATION_INTERFACES" '
[.[] | .schema.fields[] | select(.interface as $i | $relations | index($i))] | length
' "$PLAN_FILE")
EXTERNAL_TARGETS=$(jq -c --argjson relations "$RELATION_INTERFACES" '
([.[].collection] | unique) as $included
| [
.[] | .schema.fields[]
| select(.interface as $i | $relations | index($i))
| .target
| select(type == "string" and length > 0)
| . as $target
| select(($included | index($target)) == null)
] | unique | sort
' "$PLAN_FILE")
CATEGORIES=$(jq -c '[.[].categories[]] | unique | sort' "$PLAN_FILE")
REAL_CATEGORIES=$(printf '%s' "$CATEGORIES" | jq -c 'map(select(. != "未分类"))')
UNCLASSIFIED_COLLECTIONS=$(jq -c '
[.[] | select(.categories | index("未分类")) | .collection] | unique | sort
' "$PLAN_FILE")
CATEGORY_RELATION_COUNT=$(jq '
[.[] as $item | $item.categories[] | select(. != "未分类") | [$item.collection, .]]
| unique | length
' "$PLAN_FILE")
SOURCE_ENV=$(jq -r '.environment // "unknown"' "$MANIFEST_FILE")
PLAN_SUMMARY=$(jq -n \
--arg targetEnvironment "$ENV_NAME" \
--arg sourceEnvironment "$SOURCE_ENV" \
--arg inputDir "$INPUT_DIR" \
--argjson collections "$COLLECTION_COUNT" \
--argjson scalarFields "$SCALAR_FIELD_COUNT" \
--argjson relationFields "$RELATION_FIELD_COUNT" \
--argjson categories "$CATEGORIES" \
--argjson categoryRelations "$CATEGORY_RELATION_COUNT" \
--argjson externalRelationTargets "$EXTERNAL_TARGETS" \
--argjson unclassifiedCollections "$UNCLASSIFIED_COLLECTIONS" \
'{
mode:"plan",
writes:false,
targetEnvironment:$targetEnvironment,
sourceEnvironment:$sourceEnvironment,
inputDir:$inputDir,
profile:"portable",
dataSource:"main",
collections:$collections,
scalarFields:$scalarFields,
relationFields:$relationFields,
categories:$categories,
categoryRelations:$categoryRelations,
categoryMembership:"planned-reconciliation",
unclassifiedCollections:$unclassifiedCollections,
externalRelationTargets:$externalRelationTargets,
phases:[
"validate",
"apply-collections-and-scalar-fields",
"apply-relation-fields",
"reconcile-category-memberships",
"read-back-and-verify"
]
}')
if [ "$APPLY" -eq 0 ]; then
printf '%s\n' "$PLAN_SUMMARY" | jq .
exit 0
fi
echo "Validated import plan for $ENV_NAME: $COLLECTION_COUNT Collections, $SCALAR_FIELD_COUNT scalar fields, $RELATION_FIELD_COUNT relation fields" >&2
run_nb() {
if ! RAW_OUTPUT=$("$@" 2>&1); then
printf '%s\n' "$RAW_OUTPUT" >&2
return 1
fi
JSON_OUTPUT=$(printf '%s\n' "$RAW_OUTPUT" | awk '
!started && /^[[:space:]]*[\{\[]/ { started = 1 }
started { print }
')
if ! printf '%s\n' "$JSON_OUTPUT" | jq -e . >/dev/null 2>&1; then
printf '%s\n' "$RAW_OUTPUT" >&2
echo "NocoBase CLI did not return valid JSON" >&2
return 1
fi
printf '%s\n' "$JSON_OUTPUT"
}
load_target_categories() {
run_nb nb api resource list \
--resource collectionCategories \
--no-paginate \
--sort sort \
--fields id \
--fields name \
--appends collections \
-e "$ENV_NAME" -y -j
}
# Reachability and authentication gate before the first write.
run_nb nb api data-modeling collections list \
--page 1 --page-size 1 -e "$ENV_NAME" -y -j >/dev/null
TARGET_CATEGORIES=$(load_target_categories)
if ! printf '%s' "$TARGET_CATEGORIES" | jq -e '
[.data[]?.name] | group_by(.) | all(.[]; length == 1)
' >/dev/null; then
echo "Target environment contains duplicate Collection category names" >&2
exit 1
fi
TARGET_COUNT=$(printf '%s' "$EXTERNAL_TARGETS" | jq 'length')
TARGET_INDEX=0
while [ "$TARGET_INDEX" -lt "$TARGET_COUNT" ]; do
TARGET_NAME=$(printf '%s' "$EXTERNAL_TARGETS" | jq -r ".[$TARGET_INDEX]")
if ! run_nb nb api data-modeling collections get \
--filter-by-tk "$TARGET_NAME" -e "$ENV_NAME" -y -j >/dev/null; then
echo "External relation target is unavailable in $ENV_NAME: $TARGET_NAME" >&2
exit 1
fi
TARGET_INDEX=$((TARGET_INDEX + 1))
done
make_collection_payload() {
PLAN_INDEX=$1
jq --argjson index "$PLAN_INDEX" --argjson relations "$RELATION_INTERFACES" '
def compact_field:
. as $field
| ({name:$field.name, interface:$field.interface}
+ (if $field | has("title") then {title:$field.title} else {} end)
+ (if $field | has("description") then {description:$field.description} else {} end)
+ (if $field | has("target") then {target:$field.target} else {} end)
+ (if $field | has("validation") then {validation:$field.validation} else {} end)
+ (if $field | has("validators") then {validators:$field.validators} else {} end)
+ (if $field | has("defaultValue") then {defaultValue:$field.defaultValue} else {} end)
+ (if $field | has("enum") then {enum:$field.enum} else {} end)
+ (if $field | has("reverseName") then {reverseName:$field.reverseName} else {} end)
+ (if $field | has("reverseTitle") then {reverseTitle:$field.reverseTitle} else {} end)
+ (if $field | has("reverseInterface") then {reverseInterface:$field.reverseInterface} else {} end)
+ (if $field | has("reverseField") then {reverseField:$field.reverseField} else {} end))
+ (((($field.settings // {}) + ($field | del(
.name, .title, .interface, .description, .target, .validation, .validators,
.defaultValue, .enum, .reverseName, .reverseTitle, .reverseInterface,
.reverseField, .settings
))) as $settings
| if $settings == {} then {} else {settings:$settings} end));
.[$index].schema as $schema
| ({name:$schema.name, title:$schema.title, template:$schema.template, verify:true, replaceFields:false}
+ (if $schema | has("description") then {description:$schema.description} else {} end)
+ (if $schema | has("viewName") then {viewName:$schema.viewName} else {} end)
+ (if $schema | has("inherits") then {inherits:$schema.inherits} else {} end)
+ {fields:[
$schema.fields[]
| select((.interface as $i | $relations | index($i)) == null)
| compact_field
]})
+ (((($schema.settings // {}) + ($schema | del(
.name, .title, .description, .template, .viewName, .inherits,
.replaceFields, .verify, .fields, .settings
))) as $settings
| if $settings == {} then {} else {settings:$settings} end))
' "$PLAN_FILE"
}
make_relation_payload() {
PLAN_INDEX=$1
FIELD_INDEX=$2
jq --argjson planIndex "$PLAN_INDEX" --argjson fieldIndex "$FIELD_INDEX" '
.[$planIndex] as $item
| $item.schema.fields[$fieldIndex] as $field
| ({collectionName:$item.collection, name:$field.name, interface:$field.interface}
+ (if $field | has("title") then {title:$field.title} else {} end)
+ (if $field | has("description") then {description:$field.description} else {} end)
+ (if $field | has("target") then {target:$field.target} else {} end)
+ (if $field | has("validation") then {validation:$field.validation} else {} end)
+ (if $field | has("validators") then {validators:$field.validators} else {} end)
+ (if $field | has("defaultValue") then {defaultValue:$field.defaultValue} else {} end)
+ (if $field | has("enum") then {enum:$field.enum} else {} end)
+ (if $field | has("reverseName") then {reverseName:$field.reverseName} else {} end)
+ (if $field | has("reverseTitle") then {reverseTitle:$field.reverseTitle} else {} end)
+ (if $field | has("reverseInterface") then {reverseInterface:$field.reverseInterface} else {} end)
+ (if $field | has("reverseField") then {reverseField:$field.reverseField} else {} end))
+ (((($field.settings // {}) + ($field | del(
.collectionName, .name, .title, .interface, .description, .target,
.validation, .validators, .defaultValue, .enum, .reverseName,
.reverseTitle, .reverseInterface, .reverseField, .settings
))) as $settings
| if $settings == {} then {} else {settings:$settings} end))
' "$PLAN_FILE"
}
echo "Phase 1/4: applying Collections and non-relation fields" >&2
INDEX=0
while [ "$INDEX" -lt "$COLLECTION_COUNT" ]; do
COLLECTION_NAME=$(jq -r ".[$INDEX].collection" "$PLAN_FILE")
PAYLOAD_FILE="$WORK_DIR/collection-$INDEX.json"
make_collection_payload "$INDEX" > "$PAYLOAD_FILE"
echo " apply $COLLECTION_NAME" >&2
run_nb nb api data-modeling collections apply \
--body-file "$PAYLOAD_FILE" -e "$ENV_NAME" -y -j >/dev/null
INDEX=$((INDEX + 1))
done
echo "Phase 2/4: applying relation fields" >&2
INDEX=0
while [ "$INDEX" -lt "$COLLECTION_COUNT" ]; do
COLLECTION_NAME=$(jq -r ".[$INDEX].collection" "$PLAN_FILE")
FIELD_COUNT=$(jq ".[$INDEX].schema.fields | length" "$PLAN_FILE")
FIELD_INDEX=0
while [ "$FIELD_INDEX" -lt "$FIELD_COUNT" ]; do
INTERFACE=$(jq -r ".[$INDEX].schema.fields[$FIELD_INDEX].interface" "$PLAN_FILE")
if printf '%s' "$RELATION_INTERFACES" | jq -e --arg interface "$INTERFACE" 'index($interface) != null' >/dev/null; then
FIELD_NAME=$(jq -r ".[$INDEX].schema.fields[$FIELD_INDEX].name" "$PLAN_FILE")
PAYLOAD_FILE="$WORK_DIR/relation-$INDEX-$FIELD_INDEX.json"
make_relation_payload "$INDEX" "$FIELD_INDEX" > "$PAYLOAD_FILE"
echo " apply $COLLECTION_NAME.$FIELD_NAME" >&2
run_nb nb api data-modeling fields apply \
--body-file "$PAYLOAD_FILE" -e "$ENV_NAME" -y -j >/dev/null
fi
FIELD_INDEX=$((FIELD_INDEX + 1))
done
INDEX=$((INDEX + 1))
done
echo "Phase 3/4: reconciling Collection category memberships" >&2
REAL_CATEGORY_COUNT=$(printf '%s' "$REAL_CATEGORIES" | jq 'length')
CATEGORY_INDEX=0
while [ "$CATEGORY_INDEX" -lt "$REAL_CATEGORY_COUNT" ]; do
CATEGORY_NAME=$(printf '%s' "$REAL_CATEGORIES" | jq -r ".[$CATEGORY_INDEX]")
if ! printf '%s' "$TARGET_CATEGORIES" | jq -e --arg category "$CATEGORY_NAME" '
any(.data[]?; .name == $category)
' >/dev/null; then
CATEGORY_VALUES=$(jq -cn --arg name "$CATEGORY_NAME" '{name:$name}')
echo " create category $CATEGORY_NAME" >&2
run_nb nb api resource create \
--resource collectionCategories \
--values "$CATEGORY_VALUES" \
-e "$ENV_NAME" -y -j >/dev/null
fi
CATEGORY_INDEX=$((CATEGORY_INDEX + 1))
done
TARGET_CATEGORIES=$(load_target_categories)
IMPORTED_COLLECTIONS=$(jq -c '[.[].collection] | unique | sort' "$PLAN_FILE")
TARGET_CATEGORY_COUNT=$(printf '%s' "$TARGET_CATEGORIES" | jq '.data | length')
CATEGORY_INDEX=0
while [ "$CATEGORY_INDEX" -lt "$TARGET_CATEGORY_COUNT" ]; do
CATEGORY_ID=$(printf '%s' "$TARGET_CATEGORIES" | jq -r ".data[$CATEGORY_INDEX].id")
CATEGORY_NAME=$(printf '%s' "$TARGET_CATEGORIES" | jq -r ".data[$CATEGORY_INDEX].name")
CURRENT_MEMBERS=$(printf '%s' "$TARGET_CATEGORIES" | jq -c \
".data[$CATEGORY_INDEX].collections // [] | [.[].name] | unique | sort")
DESIRED_IMPORTED=$(jq -c --arg category "$CATEGORY_NAME" '
[.[] | select(.categories | index($category)) | .collection] | unique | sort
' "$PLAN_FILE")
DESIRED_MEMBERS=$(jq -cn \
--argjson current "$CURRENT_MEMBERS" \
--argjson imported "$IMPORTED_COLLECTIONS" \
--argjson desiredImported "$DESIRED_IMPORTED" \
'(($current - $imported) + $desiredImported) | unique | sort')
if [ "$CURRENT_MEMBERS" != "$DESIRED_MEMBERS" ]; then
CATEGORY_VALUES=$(printf '%s' "$DESIRED_MEMBERS" | jq -c '{collections:map({name:.})}')
echo " update category $CATEGORY_NAME" >&2
run_nb nb api resource update \
--resource collectionCategories \
--filter-by-tk "$CATEGORY_ID" \
--values "$CATEGORY_VALUES" \
--update-association-values collections \
-e "$ENV_NAME" -y -j >/dev/null
fi
CATEGORY_INDEX=$((CATEGORY_INDEX + 1))
done
portable_schema() {
jq '
.data as $collection
| ($collection.fields // []) as $fields
| [$fields[]
| select(.interface == "m2o" or .interface == "o2m" or .interface == "m2m" or .interface == "o2o")
| .foreignKey
| select(. != null)] as $foreignKeys
| ($collection.template // "general") as $template
| ($collection | del(.key, .fields, .verify, .category))
+ {
fields: [
$fields[]
| . as $field
| select(["id", "createdAt", "createdBy", "updatedAt", "updatedBy", "createdById", "updatedById"] | index($field.name) | not)
| select(
if $template == "file" then
["title", "filename", "extname", "size", "mimetype", "path", "url", "preview", "storage", "storageId", "meta"]
| index($field.name) | not
elif $template == "tree" then
["parentId", "parent", "children"] | index($field.name) | not
else true end
)
| select(
($foreignKeys | index($field.name) | not)
or ($field.interface == "m2o" or $field.interface == "o2m" or $field.interface == "m2m" or $field.interface == "o2o")
)
| del(.key, .collectionName, .parentKey, .reverseKey, .possibleTypes)
| walk(
if type == "object" and has("rules") and (.rules | type) == "array" then
.rules |= map(del(.key))
else . end
)
] | sort_by(.name)
}
'
}
echo "Phase 4/4: reading back and verifying" >&2
INDEX=0
while [ "$INDEX" -lt "$COLLECTION_COUNT" ]; do
COLLECTION_NAME=$(jq -r ".[$INDEX].collection" "$PLAN_FILE")
EXPECTED=$(jq -c ".[$INDEX].schema" "$PLAN_FILE")
READBACK=$(run_nb nb api data-modeling collections get \
--filter-by-tk "$COLLECTION_NAME" --appends fields \
-e "$ENV_NAME" -y -j)
ACTUAL=$(printf '%s' "$READBACK" | portable_schema | jq -c .)
if ! jq -en --argjson expected "$EXPECTED" --argjson actual "$ACTUAL" '
$actual | contains($expected | del(.fields))
' >/dev/null; then
jq -cn --arg collection "$COLLECTION_NAME" \
--argjson expected "$EXPECTED" --argjson actual "$ACTUAL" \
'{collection:$collection, scope:"collection", expected:($expected|del(.fields)), actual:($actual|del(.fields))}' \
>> "$VERIFY_FILE"
fi
jq -cn --arg collection "$COLLECTION_NAME" \
--argjson expected "$EXPECTED" --argjson actual "$ACTUAL" '
[
$expected.fields[] as $field
| ($actual.fields | map(select(.name == $field.name)) | first // null) as $found
| select($found == null or (($found | contains($field)) | not))
| {collection:$collection, scope:"field", field:$field.name, expected:$field, actual:$found}
][]
' >> "$VERIFY_FILE"
INDEX=$((INDEX + 1))
done
CATEGORY_READBACK=$(load_target_categories)
EXPECTED_CATEGORY_RELATIONS=$(jq -c '
[
.[] as $item
| $item.categories[]
| select(. != "未分类")
| {category:., collection:$item.collection}
] | unique | sort_by(.category, .collection)
' "$PLAN_FILE")
ACTUAL_CATEGORY_RELATIONS=$(printf '%s' "$CATEGORY_READBACK" | jq -c \
--argjson imported "$IMPORTED_COLLECTIONS" '
[
.data[]? as $category
| $category.collections[]?
| select(.name as $name | $imported | index($name))
| {category:$category.name, collection:.name}
] | unique | sort_by(.category, .collection)
')
if [ "$EXPECTED_CATEGORY_RELATIONS" != "$ACTUAL_CATEGORY_RELATIONS" ]; then
jq -cn \
--argjson expected "$EXPECTED_CATEGORY_RELATIONS" \
--argjson actual "$ACTUAL_CATEGORY_RELATIONS" \
'{scope:"collection-category-memberships", expected:$expected, actual:$actual}' \
>> "$VERIFY_FILE"
fi
if [ -s "$VERIFY_FILE" ]; then
echo "Import read-back verification failed:" >&2
jq -s . "$VERIFY_FILE" >&2
exit 1
fi
jq -n \
--arg targetEnvironment "$ENV_NAME" \
--arg sourceEnvironment "$SOURCE_ENV" \
--arg inputDir "$INPUT_DIR" \
--argjson collections "$COLLECTION_COUNT" \
--argjson scalarFields "$SCALAR_FIELD_COUNT" \
--argjson relationFields "$RELATION_FIELD_COUNT" \
--argjson categories "$CATEGORIES" \
--argjson categoryRelations "$CATEGORY_RELATION_COUNT" \
--argjson unclassifiedCollections "$UNCLASSIFIED_COLLECTIONS" \
'{
mode:"applied",
writes:true,
verified:true,
targetEnvironment:$targetEnvironment,
sourceEnvironment:$sourceEnvironment,
inputDir:$inputDir,
profile:"portable",
dataSource:"main",
collections:$collections,
scalarFields:$scalarFields,
relationFields:$relationFields,
categories:$categories,
categoryRelations:$categoryRelations,
categoryMembership:"verified",
unclassifiedCollections:$unclassifiedCollections
}'