templates.go 7.9 KB

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  1. /*
  2. Copyright 2026 LocoStack.
  3. Licensed under the Apache License, Version 2.0 (the "License");
  4. you may not use this file except in compliance with the License.
  5. You may obtain a copy of the License at
  6. http://www.apache.org/licenses/LICENSE-2.0
  7. Unless required by applicable law or agreed to in writing, software
  8. distributed under the License is distributed on an "AS IS" BASIS,
  9. WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  10. See the License for the specific language governing permissions and
  11. limitations under the License.
  12. */
  13. package templates
  14. import (
  15. "fmt"
  16. "maps"
  17. "slices"
  18. "github.com/LocoStack/loco-operator/api/v1alpha1"
  19. "github.com/LocoStack/loco-operator/pkg/templates/litellm"
  20. llamacpp "github.com/LocoStack/loco-operator/pkg/templates/llama_cpp"
  21. "github.com/LocoStack/loco-operator/pkg/templates/locostack"
  22. "github.com/LocoStack/loco-operator/pkg/templates/neo4j"
  23. "github.com/LocoStack/loco-operator/pkg/templates/npx"
  24. "github.com/LocoStack/loco-operator/pkg/templates/phoenix"
  25. "github.com/LocoStack/loco-operator/pkg/templates/postgresql"
  26. "github.com/LocoStack/loco-operator/pkg/templates/qdrant"
  27. "github.com/LocoStack/loco-operator/pkg/templates/tei"
  28. "github.com/LocoStack/loco-operator/pkg/templates/uvx"
  29. corev1 "k8s.io/api/core/v1"
  30. )
  31. type TemplateManager struct {
  32. templates map[string]v1alpha1.Template
  33. runtimes map[string]v1alpha1.RuntimeSpec
  34. }
  35. func NewTemplateManager() *TemplateManager {
  36. return &TemplateManager{
  37. templates: make(map[string]v1alpha1.Template),
  38. runtimes: make(map[string]v1alpha1.RuntimeSpec),
  39. }
  40. }
  41. func (m *TemplateManager) GetTemplate(name string) (v1alpha1.Template, bool) {
  42. tmpl, ok := m.templates[name]
  43. return tmpl, ok
  44. }
  45. func (m *TemplateManager) GetRuntime(name string) (v1alpha1.RuntimeSpec, bool) {
  46. rt, ok := m.runtimes[name]
  47. return rt, ok
  48. }
  49. func (m *TemplateManager) RegisterTemplate(tmpl v1alpha1.Template) {
  50. m.templates[tmpl.Name] = tmpl
  51. }
  52. func (m *TemplateManager) RegisterRuntime(rt v1alpha1.RuntimeSpec) {
  53. m.runtimes[rt.Name] = rt
  54. }
  55. func (m *TemplateManager) ResolveTemplate(tmpl *v1alpha1.Template, defaultKey string) (v1alpha1.Template, error) {
  56. var templateName string
  57. if tmpl == nil {
  58. templateName = defaultKey
  59. } else {
  60. templateName = tmpl.Name
  61. if templateName == "" {
  62. templateName = defaultKey
  63. }
  64. }
  65. base, ok := m.GetTemplate(templateName)
  66. if !ok {
  67. return v1alpha1.Template{}, fmt.Errorf("template %q not found", templateName)
  68. }
  69. // resolve runtime if specified in the template or inherited from the base
  70. if tmpl != nil && tmpl.Spec.Runtime.Name != "" && tmpl.Spec.Runtime.Name != base.Spec.Runtime.Name {
  71. rtBase, ok := m.GetRuntime(tmpl.Spec.Runtime.Name)
  72. if !ok {
  73. return v1alpha1.Template{}, fmt.Errorf("runtime %q not found", tmpl.Spec.Runtime.Name)
  74. }
  75. mergeRuntimeSpec(&rtBase, &tmpl.Spec.Runtime)
  76. tmpl.Spec.Runtime = rtBase
  77. }
  78. return mergeTemplates(base, tmpl), nil
  79. }
  80. func mergeTemplates(base v1alpha1.Template, override *v1alpha1.Template) v1alpha1.Template {
  81. merged := base.DeepCopy()
  82. if override == nil {
  83. return *merged
  84. }
  85. if override.Name != "" && base.Name != override.Name {
  86. return *override.DeepCopy()
  87. }
  88. mergeStringMap(&merged.Metadata.Labels, override.Metadata.Labels)
  89. mergeStringMap(&merged.Metadata.Annotations, override.Metadata.Annotations)
  90. mergeTemplateSpec(&merged.Spec, &override.Spec)
  91. return *merged
  92. }
  93. func mergeTemplateSpec(dst, src *v1alpha1.TemplateSpec) {
  94. mergeRuntimeSpec(&dst.Runtime, &src.Runtime)
  95. if src.Volumes != nil {
  96. dst.Volumes = deepCopyVolumes(src.Volumes)
  97. }
  98. mergeResourceRequirements(&dst.Resources, &src.Resources)
  99. mergeStringMap(&dst.NodeSelector, src.NodeSelector)
  100. if src.Affinity != nil {
  101. dst.Affinity = src.Affinity.DeepCopy()
  102. }
  103. if src.Tolerations != nil {
  104. dst.Tolerations = deepCopyTolerations(src.Tolerations)
  105. }
  106. if src.TopologySpreadConstraints != nil {
  107. dst.TopologySpreadConstraints = deepCopyTopologySpreadConstraints(src.TopologySpreadConstraints)
  108. }
  109. if src.SecurityContext != nil {
  110. dst.SecurityContext = src.SecurityContext.DeepCopy()
  111. }
  112. }
  113. func mergeRuntimeSpec(dst, src *v1alpha1.RuntimeSpec) {
  114. if src.Name != "" && dst.Name != "" && src.Name != dst.Name {
  115. *dst = *src.DeepCopy()
  116. return
  117. }
  118. if src.Name != "" {
  119. dst.Name = src.Name
  120. }
  121. if src.Image != "" {
  122. dst.Image = src.Image
  123. }
  124. if src.Command != nil {
  125. dst.Command = slices.Clone(src.Command)
  126. }
  127. if src.Args != nil {
  128. dst.Args = slices.Clone(src.Args)
  129. }
  130. if src.ExtraArgs != nil {
  131. dst.ExtraArgs = slices.Clone(src.ExtraArgs)
  132. }
  133. if src.Env != nil {
  134. mergeEnvVars(&dst.Env, src.Env)
  135. }
  136. if src.VolumeMounts != nil {
  137. dst.VolumeMounts = deepCopyVolumeMounts(src.VolumeMounts)
  138. }
  139. if src.Port != 0 {
  140. dst.Port = src.Port
  141. }
  142. }
  143. func mergeResourceRequirements(dst, src *corev1.ResourceRequirements) {
  144. if src.Limits != nil {
  145. if dst.Limits == nil {
  146. dst.Limits = make(corev1.ResourceList)
  147. }
  148. maps.Copy(dst.Limits, src.Limits)
  149. }
  150. if src.Requests != nil {
  151. if dst.Requests == nil {
  152. dst.Requests = make(corev1.ResourceList)
  153. }
  154. maps.Copy(dst.Requests, src.Requests)
  155. }
  156. if src.Claims != nil {
  157. dst.Claims = slices.Clone(src.Claims)
  158. }
  159. }
  160. func mergeStringMap(dst *map[string]string, src map[string]string) {
  161. if src == nil {
  162. return
  163. }
  164. if *dst == nil {
  165. *dst = make(map[string]string)
  166. }
  167. maps.Copy(*dst, src)
  168. }
  169. func mergeEnvVars(dst *[]corev1.EnvVar, src []corev1.EnvVar) {
  170. if src == nil {
  171. return
  172. }
  173. if *dst == nil {
  174. *dst = make([]corev1.EnvVar, 0, len(src))
  175. }
  176. existing := make(map[string]int)
  177. for i, env := range *dst {
  178. existing[env.Name] = i
  179. }
  180. for _, env := range src {
  181. if idx, ok := existing[env.Name]; ok {
  182. env.DeepCopyInto(&(*dst)[idx])
  183. } else {
  184. *dst = append(*dst, *env.DeepCopy())
  185. }
  186. }
  187. }
  188. func deepCopyVolumeMounts(in []corev1.VolumeMount) []corev1.VolumeMount {
  189. out := make([]corev1.VolumeMount, len(in))
  190. for i := range in {
  191. in[i].DeepCopyInto(&out[i])
  192. }
  193. return out
  194. }
  195. func deepCopyVolumes(in []corev1.Volume) []corev1.Volume {
  196. out := make([]corev1.Volume, len(in))
  197. for i := range in {
  198. in[i].DeepCopyInto(&out[i])
  199. }
  200. return out
  201. }
  202. func deepCopyTolerations(in []corev1.Toleration) []corev1.Toleration {
  203. out := make([]corev1.Toleration, len(in))
  204. for i := range in {
  205. in[i].DeepCopyInto(&out[i])
  206. }
  207. return out
  208. }
  209. func deepCopyTopologySpreadConstraints(in []corev1.TopologySpreadConstraint) []corev1.TopologySpreadConstraint {
  210. out := make([]corev1.TopologySpreadConstraint, len(in))
  211. for i := range in {
  212. in[i].DeepCopyInto(&out[i])
  213. }
  214. return out
  215. }
  216. var Manager = NewTemplateManager()
  217. func init() {
  218. Manager.RegisterTemplate(litellm.LiteLLMTemplate)
  219. Manager.RegisterRuntime(litellm.LiteLLMTemplate.Spec.Runtime)
  220. Manager.RegisterTemplate(qdrant.QdrantTemplate)
  221. Manager.RegisterRuntime(qdrant.QdrantTemplate.Spec.Runtime)
  222. Manager.RegisterTemplate(neo4j.Neo4jTemplate)
  223. Manager.RegisterRuntime(neo4j.Neo4jTemplate.Spec.Runtime)
  224. Manager.RegisterTemplate(postgresql.PostgreSQLTemplate)
  225. Manager.RegisterRuntime(postgresql.PostgreSQLTemplate.Spec.Runtime)
  226. Manager.RegisterTemplate(phoenix.PhoenixTemplate)
  227. Manager.RegisterRuntime(phoenix.PhoenixTemplate.Spec.Runtime)
  228. Manager.RegisterTemplate(llamacpp.LlamaCPPTemplate)
  229. Manager.RegisterRuntime(llamacpp.LlamaCPPTemplate.Spec.Runtime)
  230. Manager.RegisterRuntime(llamacpp.LlamaCPPEmbeddingRuntime)
  231. Manager.RegisterRuntime(llamacpp.LlamaCPPRerankerRuntime)
  232. Manager.RegisterTemplate(tei.TEITemplate)
  233. Manager.RegisterRuntime(tei.TEITemplate.Spec.Runtime)
  234. Manager.RegisterRuntime(tei.TEIARM64Runtime)
  235. Manager.RegisterTemplate(npx.NpxTemplate)
  236. Manager.RegisterRuntime(npx.NpxTemplate.Spec.Runtime)
  237. Manager.RegisterTemplate(uvx.UvxTemplate)
  238. Manager.RegisterRuntime(uvx.UvxTemplate.Spec.Runtime)
  239. Manager.RegisterTemplate(locostack.LocoContextTemplate)
  240. Manager.RegisterRuntime(locostack.LocoContextTemplate.Spec.Runtime)
  241. Manager.RegisterTemplate(locostack.LocoSimpleRAGIngestionTemplate)
  242. Manager.RegisterTemplate(locostack.LocoSimpleRAGEgestionTemplate)
  243. Manager.RegisterTemplate(locostack.LocoAgentsTemplate)
  244. Manager.RegisterRuntime(locostack.LocoAgentsTemplate.Spec.Runtime)
  245. }